2018

Automatic Query Image Disambiguation for Content-Based Image Retrieval.
Björn Barz and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2018. (accepted for publication)
[bibtex] [pdf] [code] [abstract]

2017

Finding the Unknown: Novelty Detection with Extreme Value Signatures of Deep Neural Activations.
Alexander Schultheiss and Christoph Käding and Alexander Freytag and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 226-238. 2017.
[bibtex] [pdf] [abstract]
Wetland mapping by fusion of airborne laser scanning and multi-temporal multispectral satellite imagery.
Maha Shadaydeh and Andras Zlinszky and Andrea Manno-Kovacs and Tamas Sziranyi.
International Journal of Remote Sensing. 38 (23): pages 7422-7440. 2017.
[bibtex] [web] [abstract]
Towards Automated Visual Monitoring of Individual Gorillas in the Wild.
Clemens-Alexander Brust and Tilo Burghardt and Milou Groenenberg and Christoph Käding and Hjalmar Kühl and Marie L. Manguette and Joachim Denzler.
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017.
[bibtex] [pdf] [web] [abstract]
Semantic Segmentation of Outdoor Areas using 3D Moment Invariants and Contextual Cues.
Sven Sickert and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 165-176. 2017.
[bibtex] [pdf] [abstract]
Image denoising via collaborative support-agnostic recovery.
Muzammil Behzad and Mudassir Masood and Tarig Ballal and Maha Shadaydeh and Tareq. Y. Al-Naffouri.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Pages 1343-1347. 2017.
[bibtex] [web] [abstract]
Multi-marker tracking for large-scale X-ray stereo video data.
Xiaoyan Jiang and Marcel Simon and Yuan Yang and Joachim Denzler.
Signal Processing: Image Communication. 59 (Supplement C): pages 140 - 149. 2017.
[bibtex] [web]
A Feedback Estimation Approach for Therapeutic Facial Training.
Cornelia Dittmar and Joachim Denzler and Horst-Michael Gross.
IEEE International Conference on Automatic Face and Gesture Recognition (FG). Pages 141-148. 2017.
[bibtex] [abstract]
Underwater and in the Cloud: Web-based Machine Learning for Fish Video Analysis.
Jonas Jäger and Claudia Kruschel and Stewart T. Schultz and Dubravko Pedjo and Viviane Wolff and Klaus Fricke-Neuderth and Joachim Denzler.
52nd European Marine Biology Symposium. 2017.
[bibtex] [pdf]
Generalized orderless pooling performs implicit salient matching.
Marcel Simon and Yang Gao and Trevor Darrell and Joachim Denzler and Erik Rodner.
International Conference on Computer Vision (ICCV). 2017. (accepted for publication)
[bibtex] [pdf]
Video Instruction for Synchronous Video Recording of Mimic Movement of Patients with Facial Palsy.
Rebecca Anna Schaede and Gerd Fabian Volk and Luise Modersohn and Jodie Marion Barth and Joachim Denzler and Orlando Guntinas-Lichius.
Laryngo-Rhino-Otologie. 2017.
[bibtex] [web] [abstract]
Modelling ocean parameters through Graphical Models.
Felix Schneider and Yanira Guanche and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf]
Fast Learning and Prediction for Object Detection using Whitened CNN Features.
Björn Barz and Erik Rodner and Christoph Käding and Joachim Denzler.
arXiv preprint arXiv:1704.02930. 2017.
[bibtex] [web]
Maximally Divergent Intervals for Extreme Weather Event Detection.
Björn Barz and Yanira Guanche and Erik Rodner and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-9. 2017.
[bibtex] [pdf] [abstract]
Deep bilinear features for Her2 scoring in digital pathology.
Erik Rodner and Marcel Simon and Joachim Denzler.
Current Directions in Biomedical Engineering. 3 (2): pages 811-814. 2017.
[bibtex] [pdf]
Why Computer Science needs to meet Ecology.
Gustau Camps-Valls and Benjamin Adams and Joachim Denzler and Thomas Hickler and Birgitta König-Ries and Markus Reichstein and Johann Wolfgang Wägele.
Dagstuhl Reports. 7 (2): pages 114-120. 2017.
[bibtex] [web]
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning.
Marc Aubreville and Christian Knipfer and Nicolai Oetter and Christian Jaremenko and Erik Rodner and Joachim Denzler and Christopher Bohr and Helmut Neumannt and Florian Stelzle and Andreas Maier.
arXiv preprint arXiv:1703.01622. 2017.
[bibtex] [web]
Biosphere Anomalies Detection by Regression Models.
Yanira Guanche and Maha Shadaydeh and Miguel Mahecha and Joachim Denzler.
Conference on Advances in Extreme Value Analysis and Application to Natural Hazards (EVAN). 2017.
[bibtex]
Life-long Learning with Applications in Monitoring Biodiversity.
Joachim Denzler.
Dagstuhl Reports. 7 (2): pages 120-122. 2017.
[bibtex] [web]
Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks.
Erik Rodner and Alexander Freytag and Paul Bodesheim and Björn Fröhlich and Joachim Denzler.
International Journal of Computer Vision (IJCV). 121 (2): pages 253-280. 2017.
[bibtex] [pdf] [web]
Unsupervised Group Activity Detection by Hierarchical Dirichlet Processes.
Ali Al-Raziqi and Joachim Denzler.
International Conference on Image Analysis and Recognition (ICIAR). Pages 399-407. 2017.
[bibtex] [pdf] [web] [abstract]
Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques.
Milan Flach and Fabian Gans and Alexander Brenning and Joachim Denzler and Markus Reichstein and Erik Rodner and Sebastian Bathiany and Paul Bodesheim and Yanira Guanche and Sebasitan Sippel and Miguel D. Mahecha.
Earth System Dynamics. 8 (3): pages 677-696. 2017.
[bibtex] [web]
Anatomical Landmark Tracking by One-shot Learned Priors for Augmented Active Appearance Models.
Oliver Mothes and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 246-254. 2017.
[bibtex] [pdf] [web]
Visual Fish Tracking: Combining a Two-Stage Graph Approach with CNN-Features.
Jonas Jäger and Oliver Mothes and Viviane Wolff and Klaus Fricke-Neuderth and Joachim Denzler.
MTS/IEEE OCEANS Conference Aberdeen. Pages 1-6. 2017.
[bibtex] [pdf]
Emergent Techniques and Applications for Big Visual Data.
Zhijun Fang and Jenq-Neng Hwang and Xiaoming Huo and Hyo-Jong Lee and Joachim Denzler.
International Journal of Digital Multimedia Broadcasting. pages 2. 2017. Article ID 6468502
[bibtex] [web]

2016

Fine-tuning Deep Neural Networks in Continuous Learning Scenarios.
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
ACCV Workshop on Interpretation and Visualization of Deep Neural Nets (ACCV-WS). 2016.
[bibtex] [pdf] [web] [abstract]
Unsupervised Framework for Interactions Modeling between Multiple Objects.
Ali Al-Raziqi and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 509-516. 2016.
[bibtex] [pdf] [abstract]
Lifelong Learning for Visual Recognition Systems Alexander Freytag. (2016) ISBN 9783843929950
[bibtex] [pdf] [web]
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
arXiv preprint arXiv:1606.04333. 2016.
[bibtex] [pdf] [web] [abstract]
Watch, Ask, Learn, and Improve: A Lifelong Learning Cycle for Visual Recognition.
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
European Symposium on Artificial Neural Networks (ESANN). Pages 381-386. 2016.
[bibtex] [pdf] [code] [abstract]
Large-scale Active Learning with Approximated Expected Model Output Changes.
Christoph Käding and Alexander Freytag and Erik Rodner and Andrea Perino and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 179-191. 2016.
[bibtex] [pdf] [web] [code] [abstract]
A Novel Computerized Cell Count Algorithm for Biofilm Analysis.
Mareike Klinger-Strobel and Herbert Süße and Dagmar Fischer and Mathias W. Pletz and Oliwia Makarewicz.
PLoS ONE. 11 (5): 2016.
[bibtex] [web] [abstract]
Detecting Multivariate Biosphere Extremes.
Yanira Guanche Garcia and Erik Rodner and Milan Flach and Sebastian Sippel and Miguel Mahecha and Joachim Denzler.
International Workshop on Climate Informatics (CI). Pages 9-12. 2016.
[bibtex] [web] [abstract]
Facial Paresis Index Prediction by Exploiting Active Appearance Models for Compact Discriminative Features.
Luise Modersohn and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 271-278. 2016.
[bibtex] [pdf] [abstract]
Maximally Divergent Intervals for Anomaly Detection.
Erik Rodner and Björn Barz and Yanira Guanche and Milan Flach and Miguel Mahecha and Paul Bodesheim and Markus Reichstein and Joachim Denzler.
ICML Workshop on Anomaly Detection (ICML-WS). 2016. Best Paper Award
[bibtex] [pdf] [code]
Multivariate Anomaly Detection for Earth Observations: A Comparison of Algorithms and Feature Extraction Techniques.
Milan Flach and Fabian Gans and Alexander Brenning and Joachim Denzler and Markus Reichstein and Erik Rodner and Sebastian Bathiany and Paul Bodesheim and Yanira Garcia Guanche and Sebastian Sippel and Miguel Mahecha.
Earth System Dynamics. 2016. in discussion
[bibtex] [web]
Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches.
Erik Rodner and Marcel Simon and Bob Fisher and Joachim Denzler.
British Machine Vision Conference (BMVC). 2016.
[bibtex] [pdf]
Impatient DNNs - Deep Neural Networks with Dynamic Time Budgets.
Manuel Amthor and Erik Rodner and Joachim Denzler.
British Machine Vision Conference (BMVC). 2016.
[bibtex] [pdf]
Predicting Carbon Dioxide and Energy Fluxes Across Global FLUXNET Sites with Regression Algorithms.
Gianluca Tramontana and Martin Jung and Christopher R. Schwalm and Kazuhito Ichii and Gustau Camps-Valls and Botond Raduly and Markus Reichstein and M. Altaf Arain and Alessandro Cescatti and Gerard Kiely and Lutz Merbold and Penelope Serrano-Ortiz and Sven Sickert and Sebastian Wolf and and Dario Papale.
Biogeosciences. 13 (14): pages 4291-4313. 2016.
[bibtex] [web] [abstract]
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates.
Alexander Freytag and Erik Rodner and Marcel Simon and Alexander Loos and Hjalmar Kühl and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 51-63. 2016.
[bibtex] [pdf] [web] [abstract]
Semantic Volume Segmentation with Iterative Context Integration for Bio-medical Image Stacks.
Sven Sickert and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 26 (1): pages 197-204. 2016.
[bibtex] [pdf] [abstract]
Detection of Dog-Robot Interactions in Video Sequences.
Ali Al-Raziqi and Mahesh Venkata Krishna and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 26 (1): pages 46-54. 2016.
[bibtex] [pdf] [abstract]
An Automated Whisker Tracking Tool for the Rat Facial Nerve Injury Paradigm.
Benjamin Dorschner and Herbert Süße and Wolfgang Ortmann and Andrey Irintchev and Joachim Denzler and Orlando Guntinas-Lichius.
Journal of Neuroscience Methods. pages 143-148. 2016.
[bibtex] [web] [abstract]
Using Statistical Process Control for detecting anomalies in multivariate spatiotemporal Earth Observations.
Milan Flach and Miguel Mahecha and Fabian Gans and Erik Rodner and Paul Bodesheim and Yanira Guanche-Garcia and Alexander Brenning and Joachim Denzler and Markus Reichstein.
European Geosciences Union General Assembly. 2016.
[bibtex] [pdf] [web]
Vegetation segmentation in cornfield images using bag of words.
Yerania Campos and Erik Rodner and Joachim Denzler and Humberto Sossa and Gonzalo Pajares.
Advanced Concepts for Intelligent Vision Systems (ACIVS). Pages 193-204. 2016.
[bibtex] [pdf] [web] [abstract]
SeaCLEF 2016: Object Proposal Classification for Fish Detection in Underwater Videos.
Jonas Jäger and Erik Rodner and Joachim Denzler and Viviane Wolff and Klaus Fricke-Neuderth.
Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum. Pages 481-489. 2016.
[bibtex] [pdf]
Convolutional Neural Networks as a Computational Model for the Underlying Processes of Aesthetics Perception.
Joachim Denzler and Erik Rodner and Marcel Simon.
ECCV Workshop on Computer Vision for Art Analysis. 2016.
[bibtex] [pdf] [web]
Fully automated tracking of cardiac structures using radiopaque markers and high-frequency videofluoroscopy in an in vivo ovine model: from three-dimensional marker coordinates to quantitative analyses.
Wolfgang Bothe and Harald Schubert and Mahmoud Diab and Gloria Faerber and Christoph Bettag and Xiaoyan Jiang and Martin S. Fischer and Joachim Denzler and Torsten Doenst.
SpringerPlus. 5 (1): 2016.
[bibtex] [pdf] [abstract]
Active and Continuous Exploration with Deep Neural Networks and Expected Model Output Changes.
Christoph Käding and Erik Rodner and Alexander Freytag and Joachim Denzler.
NIPS Workshop on Continual Learning and Deep Networks (NIPS-WS). 2016.
[bibtex] [pdf] [web] [abstract]

2015

Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015.
[bibtex] [pdf] [web] [code] [abstract]
Fine-grained Recognition Datasets for Biodiversity Analysis.
Erik Rodner and Marcel Simon and Gunnar Brehm and Stephanie Pietsch and J. Wolfgang Wägele and Joachim Denzler.
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2015.
[bibtex] [pdf] [web]
Fahrbahnzustandserkennung als grundlegender Baustein für das Umfeldmodell.
Bernd Hartmann and Manuel Amthor and Waldemar Jarisa.
VDI-Fachkonferenz - Innovative Bremstechnik. 2015.
[bibtex] [abstract]
Finding Demand for Products in the Social Web.
Philipp Berger and Patrick Hennig and Stefan Bunk and Dimitri Korsch and Daniel Kurzynski and Christoph Meinel.
IEEE International Conference on Smart City/SocialCom/SustainCom (SmartCity). Pages 432-439. 2015.
[bibtex]
An improved mutual information similarity measure for registration of multi-modal remote sensing images.
Maha Shadaydeh and Tamas Sziranyi.
Proc. SPIE Remote Sensing. pages 9643 - 9643 - 7. 2015.
[bibtex] [web] [abstract]
Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks.
Marcel Simon and Erik Rodner.
International Conference on Computer Vision (ICCV). Pages 1143-1151. 2015.
[bibtex] [pdf] [web] [abstract]
Road Condition Estimation based on Spatio-Temporal Reflection Models.
Manuel Amthor and Bernd Hartmann and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 3-15. 2015.
[bibtex] [pdf] [abstract]
Automated and objective action coding of facial expressions in patients with acute facial palsy.
Daniel Haase and Laura Minnigerode and Gerd Fabian Volk and Joachim Denzler and Orlando Guntinas-Lichius.
European Archives of Oto-Rhino-Laryngology. 272 (5): pages 1259-1267. 2015.
[bibtex] [web] [abstract]
Interactive Image Retrieval for Biodiversity Research.
Alexander Freytag and Alena Schadt and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 129-141. 2015.
[bibtex] [pdf] [abstract]
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances.
Christoph Käding and Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 4343-4352. 2015.
[bibtex] [pdf] [web] [code] [abstract]
Fine-grained Classification of Identity Document Types with Only One Example.
Marcel Simon and Erik Rodner and Joachim Denzler.
Machine Vision Applications (MVA). Pages 126 - 129. 2015.
[bibtex] [pdf] [web] [abstract]
Mixed Gaits in Small Avian Terrestrial Locomotion.
Emanuel Andrada and Daniel Haase and Yefta Sutedja and John A. Nyakatura and Brandon M. Kilbourne and Joachim Denzler and Martin S. Fischer and Reinhard Blickhan.
Scientific Reports. 2015.
[bibtex] [web] [abstract]
Automated analysis of confocal laser endomicroscopy images to detect head and neck cancer.
Andreas Dittberner and Erik Rodner and Wolfgang Ortmann and Joachim Stadler and Carsten Schmidt and Iver Petersen and Andreas Stallmach and Joachim Denzler and Orlando Guntinas-Lichius.
Head and Neck. 38 (1): 2015.
[bibtex] [web]
Beyond Thinking in Common Categories: Predicting Obstacle Vulnerability using Large Random Codebooks.
Johannes Rühle and Erik Rodner and Joachim Denzler.
Machine Vision Applications (MVA). Pages 198-201. 2015.
[bibtex] [pdf] [web] [abstract]
Multilayer Markov Random Field models for change detection in optical remote sensing images.
Csaba Benedek and Maha Shadaydeh and Zoltan Kato and Tamas Sziranyi and Josiane Zerubia.
ISPRS Journal of Photogrammetry and Remote Sensing. pages 22-37. 2015.
[bibtex] [web] [abstract]
Local Novelty Detection in Multi-class Recognition Problems.
Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 813-820. 2015.
[bibtex] [pdf]
Novel computer vision algorithm for the reliable analysis of organelle morphology in whole cell 3D images - a pilot study for the quantitative evaluation of mitochondrial fragmentation in amyotrophic lateral sclerosis.
Janin Lautenschläger and Christian Lautenschläger and Vedrana Tadic and Herbert Süße and Wolfgang Ortmann and Joachim Denzler and Andreas Stallmach and Otto W. Witte and Julian Grosskreutz.
Mitochondrion. 25 (1): pages 49-59. 2015.
[bibtex] [web]
Additional Traffic Sign Detection: A Comparative Study.
Thomas Wenzel and Steffen Brueggert and Joachim Denzler.
IEEE International Conference on Intelligent Transportation Systems (ITSC). Pages 794-799. 2015.
[bibtex] [pdf] [abstract]
Analysis and Classification of Microscopy Images with Cell Border Distance Statistics.
Erik Rodner and Wolfgang Ortmann and Andreas Dittberner and Joachim Stadler and Carsten Schmidt and Iver Petersen and Andreas Stallmach and Joachim Denzler and Orlando Guntinas-Lichius.
Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP). 2015.
[bibtex] [pdf]
Efficient Convolutional Patch Networks for Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
CVPR Workshop on Scene Understanding (CVPR-WS). 2015.
[bibtex] [pdf] [code] [abstract]
Regularized Geometric Hulls for Bio-medical Image Segmentation.
Marco Körner and Mahesh Venkata Krishna and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Annals of the BMVA. pages 1-12. 2015.
[bibtex] [pdf] [abstract]
Change Detection in Wetlands using Multi-layer Fusion Markov Random Field.
Maha Shadaydeh and Andrea Manno-Kovacs and Tamas Sziranyi.
What can Remote Sensing do for the Conservation of Wetlands? - 1st International Symposium. 2015.
[bibtex]
Recurrence Analysis of Eddy Covariance Fluxes.
Holger Lange and Milan Flach and Thomas Foken and Michael Hauhs.
European Geosciences Union General Assembly. 2015.
[bibtex] [web] [abstract]
Croatian Fish Dataset: Fine-grained classification of fish species in their natural habitat.
Jonas Jäger and Marcel Simon and Joachim Denzler and Viviane Wolff and Klaus Fricke-Neuderth and Claudia Kruschel.
BMVC Workshop on Machine Vision of Animals and their Behaviour (BMVC-WS). 2015.
[bibtex] [pdf] [web]
Understanding Object Descriptions in Robotics by Open-vocabulary Object Retrieval and Detection.
Sergio Guadarrama and Erik Rodner and Kate Saenko and Trevor Darrell.
International Journal of Robotics Research (IJRR). 35 (1-3): pages 265-280. 2015.
[bibtex] [pdf] [web]

2014

A methodology for deriving extreme nearshore sea conditions for structural design and flood risk analysis.
Ben Gouldby and Fernando J. Mendez and Yanira Guanche and Ana Rueda and Roberto Minguez.
Coastal Engineering. pages 15-26. 2014.
[bibtex] [abstract]
Birds of a Feather Flock Together - Local Learning of Mid-level Representations for Fine-grained Recognition.
Alexander Freytag and Erik Rodner and Joachim Denzler.
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014.
[bibtex] [pdf] [web] [code]
Closure of discussion: Point-in-time and extreme-value probability simulation technique for engineering design.
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. pages 5-7. 2014.
[bibtex] [abstract]
Zweistufige Anwendung der Saliency-Methodik zur Stechmückendetektion.
Jonas Jäger and Viviane Wolff and Klaus Fricke-Neuderth.
Forum Bildverarbeitung 2014. Pages 203-214. 2014.
[bibtex] [web]
Intrinsic and extrinsic active self-calibration of multi-camera systems.
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
Mach. Vis. Appl.. 25 (2): pages 389-403. 2014.
[bibtex] [web]
Part Localization by Exploiting Deep Convolutional Networks.
Marcel Simon and Erik Rodner and Joachim Denzler.
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014.
[bibtex] [pdf] [web]
Exemplar-specific Patch Features for Fine-grained Recognition.
Alexander Freytag and Erik Rodner and Trevor Darrell and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 144-156. 2014.
[bibtex] [pdf] [code] [abstract]
Asymmetric and Category Invariant Feature Transformations for Domain Adaptation.
Judy Hoffman and Erik Rodner and Jeff Donahue and Brian Kulis and Kate Saenko.
International Journal of Computer Vision (IJCV). 109 (1-2): pages 28-41. 2014.
[bibtex] [pdf] [web] [abstract]
Explorative Analysis of Heterogeneous, Unstructured, and Uncertain Data: A Computer Science Perspective on Biodiversity Research.
C. Beckstein and S. Böcker and M. Bogdan and H. Bruelheide, H. M. Bücker and Joachim Denzler and P. Dittrich and I. Grosse and A. Hinneburg and B. König-Ries and F. Löffler and M. Marz and M. Müller-Hannemann and M. Winter and W. Zimmermann.
Proceedings of the 3rd International Conference on Data Management Technologies and Applications (DATA). Pages 251-257. 2014.
[bibtex] [abstract]
Superpixel-gestützte Klassifikation von Stechmücken mit der Bag-of-Features-Methode.
Paul Grigoriev and Jonas Jäger and Viviane Wolff and Klaus Fricke-Neuderth.
Forum Bildverarbeitung 2014. Pages 191-202. 2014.
[bibtex] [web]
An improved local similarity measure estimation for change detection in remote sensing images.
Maha Shadaydeh and Tamas Sziranyi.
International Conference on Aerospace Electronics and Remote Sensing Technology. Pages 234-238. 2014.
[bibtex] [web] [abstract]
Interactive Adaptation of Real-Time Object Detectors.
Daniel Göhring and Judy Hoffman and Erik Rodner and Kate Saenko and Trevor Darrell.
International Conference on Robotics and Automation (ICRA). Pages 1282-1289. 2014.
[bibtex] [pdf] [web] [abstract]
A Hierarchical Bayesian Approach for Unsupervised Cell Phenotype Clustering.
Mahesh Venkata Krishna and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 69-80. 2014.
[bibtex] [pdf] [abstract]
A method for finding the optimal predictor indices for local wave climate conditions.
Paula Camus and Fernando J. Mendez and Inigo J. Losada and Melisa Menendez and Antonio Espejo and Jorge Perez and Ana Rueda and Yanira Guanche.
Ocean Dynamics. pages 1025-1038. 2014.
[bibtex] [abstract]
Detection of Object Interactions in Video Sequences.
Ali Al-Raziqi and Mahesh Venkata Krishna and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 156-161. 2014.
[bibtex] [pdf] [web] [abstract]
An improved variant of the conventional Harmony Search algorithm.
Jhonatan Contreras and Ivan Amaya and Rodrigo Correa.
Applied Mathematics and Computation. 227 (1): pages 821-830. 2014.
[bibtex] [web] [abstract]
Robust Pictorial Structures for X-ray Animal Skeleton Tracking.
Manuel Amthor and Daniel Haase and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 351-359. 2014.
[bibtex] [pdf] [abstract]
Evaluating the rule of thirds in photographs and paintings.
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
Art and Perception. 2014.
[bibtex]
Segmentation of Remote Sensing Images Using Similarity-Measure-Based Fusion-MRF Model.
Tamas Sziranyi and Maha Shadaydeh.
IEEE Geoscience and Remote Sensing Letters. 11 (9): pages 1544-1548. 2014.
[bibtex] [web] [abstract]
Bildverarbeitung und Objekterkennung: Computer Vision in Industrie und Medizin Herbert Süße and Erik Rodner. (2014) Neues umfangreiches Lehrbuch im Bereich Bildverarbeitung und maschinelles Lernen
[bibtex] [web] [abstract]
ERNA - Embedded, Self-Calibrating Robotic-Arm for Gamificated Learning.
Carsten Seeger and Christoph Käding and Christopher Manthey and David Neuhäuser.
Communications, Circuits and Educational Technologies, International Conference on Education and Educational Technologies II (ECS-EET). Pages 19-24. 2014.
[bibtex]
Comparative Large-Scale Evaluation of Human and Active Appearance Model Based Tracking Performance of Anatomical Landmarks in X-ray Locomotion Sequences.
Daniel Haase and John A. Nyakatura and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 24 (1): pages 86-92. 2014.
[bibtex] [web] [abstract]
Regularized Geometric Hulls for Robust Cell Nucleus Segmentation from Microscopy Images.
Marco Körner and Mahesh Venkata Krishna and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Conference in Medical Image Understanding and Analysis (MIUA). Pages 117-122. 2014.
[bibtex] [pdf]
A Combination of Generative and Discriminative Models for Fast Unsupervised Activity Recognition from Traffic Scene Videos.
Mahesh Venkata Krishna and Joachim Denzler.
IEEE Winter Conference on Applications of Computer Vision (WACV). Pages 640-645. 2014.
[bibtex] [pdf] [web] [abstract]
Seeing through bag-of-visual-word glasses: towards understanding quantization effects in feature extraction methods.
Alexander Freytag and Johannes Rühle and Paul Bodesheim and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR) - FEAST workshop. 2014. Best Poster Award
[bibtex] [pdf] [code] [abstract]
Nonparametric Part Transfer for Fine-grained Recognition.
Christoph Göring and Erik Rodner and Alexander Freytag and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 2489-2496. 2014.
[bibtex] [pdf] [web] [code] [abstract]
Semantic Volume Segmentation with Iterative Context Integration.
Sven Sickert and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 220-225. 2014.
[bibtex] [pdf] [web] [abstract]
ARTOS -- Adaptive Real-Time Object Detection System.
Björn Barz and Erik Rodner and Joachim Denzler.
arXiv preprint arXiv:1407.2721. 2014.
[bibtex] [pdf] [web] [code] [abstract]
Vulnerability Classification of Generic Object Hypotheses using a Visual Words Approach.
Johannes Rühle and Maxim Arbitmann and Joachim Denzler.
FISITA World Automotive Congress (FISITA). Pages 1-5. 2014. F2014-AST-045
[bibtex] [abstract]
Temporal Video Segmentation by Event Detection: A Novelty Detection Approach.
Mahesh Venkata Krishna and Paul Bodesheim and Marco Körner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 24 (2): pages 243-255. 2014.
[bibtex] [pdf] [web]
Open-vocabulary Object Retrieval.
Sergio Guadarrama and Erik Rodner and Kate Saenko and Ning Zhang and Ryan Farrell and Jeff Donahue and Trevor Darrell.
Robotics Science and Systems (RSS). Pages 41, ISBN 978-0-9923747-0-9. 2014. Awarded with an AAAI invited talk
[bibtex] [pdf] [web] [abstract]
An ensemble of global high-resolution products of energy fluxes over land.
Martin Jung and Kazuhito Ichii and Gustau Camps-Valls and Dario Papale and Gianluca Tramontana and Sven Sickert and Christopher Schwalm and Markus Reichstein.
International Scientific Conference on the Global Water and Energy Cycle (GEWEX). 2014. Poster
[bibtex] [abstract]
Instance-weighted Transfer Learning of Active Appearance Models.
Daniel Haase and Erik Rodner and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 1426-1433. 2014.
[bibtex] [pdf] [abstract]
JenAesthetics Subjective Dataset: Analyzing Paintings by Subjective Scores.
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
ECCV Workshop on Computer Vision for Art Analysis (ECCV-WS). 2014.
[bibtex]
A Graph-based MAP Solution for Multi-Person Tracking Using Multi-Camera Systems.
Xiaoyan Jiang and Marco Körner and Daniel Haase and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 343-350. 2014.
[bibtex] [web]
Selecting Influential Examples: Active Learning with Expected Model Output Changes.
Alexander Freytag and Erik Rodner and Joachim Denzler.
European Conference on Computer Vision (ECCV). Pages 562-577. 2014.
[bibtex] [pdf] [abstract]
Part Detector Discovery in Deep Convolutional Neural Networks.
Marcel Simon and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 162-177. 2014.
[bibtex] [pdf] [code] [abstract]

2013

Automated Classification of Therapeutic Face Exercises using the Kinect..
Cornelia Lanz and Birant Sibel Olgay and Joachim Denzler and Horst-Michael Gross.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 556-565. 2013. Best Paper Award
[bibtex]
From regular text to artistic writing and artworks: Fourier statistics of images with low and high aesthetic appeal.
Tamara Melmer and Seyed Ali Amirshahi and Michael Koch and Joachim Denzler and Christoph Redies.
Frontiers in Human Neuroscience. 7 (00106): 2013.
[bibtex] [abstract]
Mo1635 Development of an Innovative Algorithm for an Advanced Analysis of Vascular Structures: a Pilot Study Using Confocal LASER Endomicroscopy in Patients With Acute Portal Vein Thrombosis, Severe Sepsis and Healthy Controls.
Carsten Schmidt and Christian Lautenschläger and Herbert Süße and Joachim Denzler and Andreas Stallmach.
Gastrointestinal Endoscopy. pages AB453. 2013.
[bibtex] [web]
Fine-grained Categorization - Short Summary of our Entry for the ImageNet Challenge 2012.
Christoph Göring and Alexander Freytag and Erik Rodner and Joachim Denzler.
arXiv preprint arXiv:1310.4759. 2013.
[bibtex] [pdf] [web]
Temporal Self-Similarity for Appearance-Based Action Recognition in Multi-View Setups.
Marco Körner and Joachim Denzler.
Computer Analysis of Images and Patterns. Pages 163-171. 2013.
[bibtex] [pdf]
I Want To Know More: Efficient Multi-Class Incremental Learning Using Gaussian Processes.
Alexander Lütz and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (3): pages 402-407. 2013.
[bibtex] [pdf]
Implementation of a Secure and Reliable Storage Above the Untrusted Clouds.
Maxim Schnjakin and Dimitri Korsch and Martin Schoenberg and Christoph Meinel.
International Conference on Computer Science \& Education (ICCSE). Pages 347-353. 2013.
[bibtex]
JenAesthetics-a public dataset of paintings for aesthetic research Seyed Ali Amirshahi and Joachim Denzler and Christoph Redies. (2013)
[bibtex]
An Efficient Approximation for Gaussian Process Regression Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler. (2013) Technical Report TR-FSU-INF-CV-2013-01
[bibtex] [pdf]
Point-in-time and extreme-value probability simulation technique for engineering design.
Roberto Minguez and Yanira Guanche and Fernando J. Mendez.
Structural Safety. pages 29-36. 2013.
[bibtex] [abstract]
Segmentation of Microorganism in Complex Environments.
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (4): pages 512-517. 2013.
[bibtex] [pdf]
Statistical image properties of print advertisements, visual artworks and images of architecture.
Julia Braun and Seyed Ali Amirshahi and Joachim Denzler and Christoph Redies.
Frontiers in Psychology. pages 808. 2013.
[bibtex]
Video Segmentation by Event Detection: A Novel One-class Classification Approach.
Mahesh Venkata Krishna and Paul Bodesheim and Joachim Denzler.
4th International Workshop on Image Mining. Theory and Applications (IMTA-4). 2013.
[bibtex] [pdf]
Landbedeckungsklassifikation von Satellitenaufnahmen unter Verwendung von Kontextinformation mit minimaler menschlicher Interaktion.
Eric Bach and Björn Fröhlich and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
Band 22 der Jahrestagung der Deutschen Gesellschaft für Photogrammetrie. 2013.
[bibtex] [pdf]
Lighting estimation in fringe images during motion compensation for 3D measurements.
Andreas Breitbarth and Peter Kühmstedt and Gunther Notni and Joachim Denzler.
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. Pages 87910P:1-9. 2013.
[bibtex] [pdf] [web] [abstract]
Scalable Transform-based Domain Adaptation.
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
ICCV Workshop on Visual Domain Adaptation (ICCV-WS). 2013.
[bibtex] [pdf]
Beyond the closed-world assumption: The importance of novelty detection and open set recognition.
Joachim Denzler and Erik Rodner and Paul Bodesheim and Alexander Freytag.
GCPR Workshop on Unsolved Problems in Pattern Recognition (GCPR-WS). 2013.
[bibtex] [pdf]
Climate-based Monte Carlo simulation of trivariate sea states.
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Coastal Engineering. pages 107-121. 2013.
[bibtex] [abstract]
Color: A Crucial Factor for Aesthetic Quality Assessment in a Subjective Database of Paintings.
Seyed Ali Amirshahi and Gregor Uwe Hayn-Leichsenring and Joachim Denzler and Christoph Redies.
Congress of the International Colour Association (AIC). 2013.
[bibtex]
2D and 3D Analysis of Animal Locomotion from Biplanar X-ray Videos Using Augmented Active Appearance Models.
Daniel Haase and Joachim Denzler.
EURASIP Journal on Image and Video Processing. pages 1-13. 2013.
[bibtex] [pdf]
JAR-Aibo: A Multi-View Dataset for Evaluation of Model-Free Action Recognition Systems.
Marco Körner and Joachim Denzler.
New Trends in Image Analysis and Processing ICIAP 2013. Pages 527-535. 2013.
[bibtex] [pdf]
Large-Scale Gaussian Process Multi-Class Classification for Semantic Segmentation and Facade Recognition.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Machine Vision and Applications. 24 (5): pages 1043-1053. 2013.
[bibtex] [pdf]
A simplified method to downscale wave dynamics on vertical breakwaters.
Yanira Guanche and Paula Camus and Raul Guanche and Fernando J. Mendez and Raul Medina.
Coastal Engineering. pages 68-77. 2013.
[bibtex] [abstract]
Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models.
Daniel Haase and Michael Kemmler and Orlando Guntinas-Lichius and Joachim Denzler.
Machine Vision Applications (MVA). Pages 141-144. 2013.
[bibtex] [pdf]
Towards Adapting ImageNet to Reality: Scalable Domain Adaptation with Implicit Low-rank Transformations.
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
arXiv preprint arXiv:1308.4200. 2013.
[bibtex] [pdf]
How self-similar are artworks at different levels of spatial resolution?.
Seyed Ali Amirshahi and Christoph Redies and Joachim Denzler.
Computational Aesthetics. 2013.
[bibtex]
Semi-Supervised Domain Adaptation with Instance Constraints.
Jeff Donahue and Judy Hoffman and Erik Rodner and Kate Saenko and Trevor Darrell.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 668 - 675. 2013.
[bibtex] [pdf]
Numerical simulation of three-dimensional breaking waves on a gravel slope using a two-phase flow NavierStokes model.
Pablo Higuera and Manuel Jesus and Javier L. Lara and Inigo J. Losada and Yanira Guanche and Gabriel Barajas.
Journal of Computational and Applied Mathematics. pages 144-152. 2013.
[bibtex] [abstract]
Automated Approximation of Center of Mass Position in X-ray Sequences of Animal Locomotion.
Daniel Haase and Emanuel Andrada and John A. Nyakatura and Brandon M. Kilbourne and Joachim Denzler.
Journal of Biomechanics. 46 (12): pages 2082-2086. 2013.
[bibtex]
Autoregressive logistic regression applied to atmospheric circulation patterns.
Yanira Guanche and Roberto Minguez and Fernando J. Mendez.
Climate Dynamics. 42 (1): pages 537-552. 2013.
[bibtex] [abstract]
One-class Classification with Gaussian Processes.
Michael Kemmler and Erik Rodner and Esther-Sabrina Wacker and Joachim Denzler.
Pattern Recognition. pages 3507-3518. 2013.
[bibtex] [pdf]
Accurate 3D Multi-Marker Tracking in X-ray Cardiac Sequences Using a Two-Stage Graph Modeling Approach.
Xiaoyan Jiang and Daniel Haase and Marco Körner and Wolfgang Bothe and Joachim Denzler.
Computer Analysis of Images and Patterns. Pages 117-125. 2013.
[bibtex] [pdf]
Enhanced Anomaly Detection in Wire Ropes by Combining Structure and Appearance.
Esther-Sabrina Wacker and Joachim Denzler.
Pattern Recognition Letters. 34 (8): pages 942-953. 2013.
[bibtex] [pdf]
Component-based Pedestrian Recognition for Advanced Driver Assistance Systems Martin Rapus. (2013)
[bibtex]
Labeling examples that matter: Relevance-Based Active Learning with Gaussian Processes.
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 282-291. 2013.
[bibtex] [pdf] [code] [abstract]
Transform-based Domain Adaptation for Big Data.
Erik Rodner and Judy Hoffman and Jeff Donahue and Trevor Darrell and Kate Saenko.
NIPS Workshop on New Directions in Transfer and Multi-Task Learning (NIPS-WS). 2013. abstract version of arXiv:1308.4200
[bibtex] [pdf] [abstract]
Improved segmentation of a series of remote sensing images by using a fusion MRF model.
Tamas Sziranyi and Maha Shadaydeh.
International Workshop on Content-Based Multimedia Indexing (CBMI). Pages 137-142. 2013.
[bibtex] [web] [abstract]
Approximations of Gaussian Process Uncertainties for Visual Recognition Problems.
Paul Bodesheim and Alexander Freytag and Erik Rodner and Joachim Denzler.
Scandinavian Conference on Image Analysis (SCIA). Pages 182-194. 2013.
[bibtex] [pdf]
Automatic Identification of Novel Bacteria using Raman Spectroscopy and Gaussian Processes.
Michael Kemmler and Erik Rodner and Petra Rösch and Jürgen Popp and Joachim Denzler.
Analytica Chimica Acta. pages 29-37. 2013.
[bibtex] [pdf] [web]
Hierarchical Dirichlet Processes for unsupervised online multi-view action perception using Temporal Self-Similarity features.
Mahesh Venkata Krishna and Marco Körner and Joachim Denzler.
Seventh International Conference on Distributed Smart Cameras (ICDSC). Pages 1-6. 2013.
[bibtex] [pdf] [web] [abstract]
Efficient Learning of Domain-invariant Image Representations.
Judy Hoffman and Erik Rodner and Jeff Donahue and Trevor Darrell and Kate Saenko.
International Conference on Learning Representations (ICLR). 2013.
[bibtex] [pdf]
Kernel Null Space Methods for Novelty Detection.
Paul Bodesheim and Alexander Freytag and Erik Rodner and Michael Kemmler and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 3374-3381. 2013.
[bibtex] [pdf] [web] [code]
Land cover classification of satellite images using contextual information.
Björn Fröhlich and Eric Bach and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Pages 1-6. 2013.
[bibtex] [pdf]
Oriented Differences of Boxes Operators for Blood Vessel Segmentation and Analysis in Confocal Laser Endomicroscopy Images with minimal User Interaction.
Herbert Süße and Wolfgang Ortmann and Christian Lautenschläger and Marco Körner and Carsten Schmidt and Andreas Stallmach and Joachim Denzler.
Annual Conference in Medical Image Understanding and Analysis (MIUA). Pages 155-160. 2013.
[bibtex] [pdf]

2012

Large-Scale Gaussian Process Classification using Random Decision Forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 22 (1): pages 113-120. 2012.
[bibtex] [pdf]
PHOG-Derived Aesthetic Measures Applied to Color Photographs of Artworks, Natural Scenes and Objects.
Christoph Redies and Seyed Ali Amirshahi and Michael Koch and Joachim Denzler.
European Conference on Computer Vision (ECCV) VISART workshop. 2012.
[bibtex]
Assessment of the Rule of Thirds in Photographs Taken by Amateurs.
Seyed Ali Amirshahi and Christoph Redies and Joachim Denzler.
Visual Science of Art Conference (VSAC). 2012.
[bibtex]
Tracking and Reconstruction in a Combined Optimization Approach.
Olaf Kähler and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. pages 387-401. 2012.
[bibtex]
Multi-Person Tracking-by-Detection based on Calibrated Multi-Camera Systems.
Xiaoyan Jiang and Erik Rodner and Joachim Denzler.
International Conference on Computer Vision and Graphics. Pages 743-751. 2012.
[bibtex] [pdf]
Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 218-231. 2012.
[bibtex] [pdf]
Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels.
Erik Rodner and Alexander Freytag and Paul Bodesheim and Joachim Denzler.
European Conference on Computer Vision (ECCV). Pages 85-98. 2012.
[bibtex] [pdf]
Analyzing the Subspaces Obtained by Dimensionality Reduction for Human Action Recognition from 3d Data.
Marco Körner and Joachim Denzler.
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). Pages 130-135. 2012.
[bibtex] [pdf]
Efficient Semantic Segmentation with Gaussian Processes and Histogram Intersection Kernels.
Alexander Freytag and Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3313-3316. 2012.
[bibtex] [pdf]
Semantic Segmentation using GrabCut.
Christoph Göring and Björn Fröhlich and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 597-602. 2012.
[bibtex] [pdf]
Entwicklung eines neuen Gefäßdetektionsalgorithmus unter Verwendung der konfokale Laserendoskopie zur Erfassung der mukosalen Mikrozirkulation: Eine Pilotstudie an Patienten mit akuter Pfortaderthrombose, schwerer Sepsis und gesunden Kontrollen.
Carsten Schmidt and Christian Lautenschläger and Herbert Süsse and Joachim Denzler and Andreas Stallmach.
Zeitschrift für Gastroenterologie. 50 (8): pages 277. 2012.
[bibtex] [web]
As Time Goes By: Anytime Semantic Segmentation with Iterative Context Forests.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Symposium of the German Association for Pattern Recognition (DAGM). Pages 1-10. 2012.
[bibtex] [pdf]
Beyond Classification - Large-scale Gaussian Process Inference and Uncertainty Prediction.
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval (NIPS-WS). 2012. This workshop article is a short version abstract of our ACCV'12 paper.
[bibtex] [pdf]
Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels.
Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 511-524. 2012. Best Paper Honorable Mention Award
[bibtex] [pdf]
Visualization of Barium Titanate Phase Transition using Quantization of Dipole Moment Vectors.
Henry Lehmann and Patrick Heyne and Oliver Mothes and Heiko Müller and Tim Smyth and Erik Berger and Katja Fiedler and David Vogt and Bernhard Jung.
Electronic Proceedings IEEE VisWeek. 2012. Third Place Award IEEE SciVis Contest 2012
[bibtex] [pdf] [abstract]
Selection of Relevant Features for Raman Spectroscopy Michael Kemmler and Joachim Denzler. (2012) Technical Report
[bibtex] [pdf]
Lernen mit wenigen Beispielen für die visuelle Objekterkennung.
Erik Rodner.
Ausgezeichnete Informatikdissertationen 2011. 2012. in german
[bibtex] [pdf] [web]
Fast and Robust Landmark Tracking in X-ray Locomotion Sequences Containing Severe Occlusions.
Manuel Amthor and Daniel Haase and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 15-22. 2012.
[bibtex] [abstract]
Human Optic Sensitivity Computation Based on Singular Value Decomposition.
Seyed Ali Amirshahi and Farah Torkamani-Azar.
Optica Applicata. 42 (1): 2012.
[bibtex]
Data Association for Multi-Object Tracking-by-Detection in Multi-Camera Networks.
Michael Bredereck and Xiaoyan Jiang and Marco Körner and Joachim Denzler.
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC). 2012.
[bibtex] [pdf]
A multivariate approach to estimate design loads for offshore wind turbines.
Yanira Guanche and Raul Guanche and Paula Camus and Fernando J. Mendez and Raul Medina.
Wind Energy. 16 (7): pages 1091-1106. 2012.
[bibtex] [abstract]
PHOG Analysis of Self-Similarity in Aesthetic Images.
Seyed Ali Amirshahi and Michael Koch and Joachim Denzler and Christoph Redies.
Human Vision and Electronic Imaging XVII. 2012.
[bibtex]
Motion compensation for three-dimensional measurements of macroscopic objects using fringe projection.
Andreas Breitbarth and Peter Kühmstedt and Gunther Notni and Joachim Denzler.
Videometrics, Range Imaging, and Applications XII; and Automated Visual Inspection. 2012.
[bibtex] [pdf]
Divergence-Based One-Class Classification Using Gaussian Processes.
Paul Bodesheim and Erik Rodner and Alexander Freytag and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 50.1-50.11. 2012. http://dx.doi.org/10.5244/C.26.50
[bibtex] [pdf]
Finding Discriminative Features for Raman Spectroscopy.
Michael Kemmler and Joachim Denzler.
International Conference on Pattern Recognition. Pages 1823-1826. 2012.
[bibtex] [pdf]
Scale-Independent Spatio-Temporal Statistical Shape Representations for 3d Human Action Recognition.
Marco Körner and Daniel Haase and Joachim Denzler.
International Conference on Pattern Recognition and Methods (ICPRAM). Pages 288-294. 2012.
[bibtex] [pdf]
Universal Eye-tracking Based Text Cursor Warping.
Ralf Biedert and Andreas Dengel and Christoph Käding.
Symposium on Eye Tracking Research and Applications (ETRA). Pages 361-364. 2012.
[bibtex]

2011

Exploiting the Manhattan-world Assumption for Extrinsic Self-calibration of Multi-modal Sensor Networks.
Marcel Brückner and Joachim Denzler.
International Conference on Computer Vision (ICCV). Pages 945-950. 2011.
[bibtex] [pdf]
Anatomical Landmark Tracking for the Analysis of Animal Locomotion in X-ray Videos Using Active Appearance Models.
Daniel Haase and Joachim Denzler.
Scandinavian Conference on Image Analysis (SCIA). Pages 604-615. 2011.
[bibtex] [pdf] [abstract]
Spectral Clustering of ROIs for Object Discovery.
Paul Bodesheim.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 450-455. 2011.
[bibtex] [pdf] [abstract]
Spatial-Temporal Video Quality Metric Based on an Estimation of QOE.
Seyed Ali Amirshahi and Mohamed-Chaker Larabi.
International Workshop on Quality of Multimedia Experience (QoMEX). Pages 84-89. 2011.
[bibtex]
Efficient Multi-Class Incremental Learning Using Gaussian Processes.
Alexander Lütz and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 182-185. 2011.
[bibtex] [pdf] [abstract]
Detection of Microorganisms in Complex Microscopy Images.
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 115-118. 2011.
[bibtex] [pdf]
An Efficient Shortest Triangle Paths Algorithm Applied to Multi-Camera Self-Calibration.
Ferid Bajramovic and Marcel Brückner and Joachim Denzler.
Journal of Mathematical Imaging and Vision (JMIV). pages 1-14. 2011.
[bibtex]
Self-Calibration of Camera Networks: Active and Passive Methods Marcel Brückner and Ferid Bajramovic and Joachim Denzler. (2011)
[bibtex]
Efficient Gaussian process classification using random decision forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). pages 184-187. 2011. 10.1134/S1054661811020337
[bibtex] [pdf]
Learning with Few Examples for Binary and Multiclass Classification Using Regularization of Randomized Trees.
Erik Rodner and Joachim Denzler.
Pattern Recognition Letters. 32 (2): pages 244-251. 2011.
[bibtex] [pdf]
Multi-view Active Appearance Models for the X-ray Based Analysis of Avian Bipedal Locomotion.
Daniel Haase and John A. Nyakatura and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 11-20. 2011.
[bibtex] [pdf] [abstract]
Robust Classification and Semi-Supervised Object Localization with Gaussian Processes.
Alexander Lütz.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 456-461. 2011.
[bibtex] [pdf] [abstract]
A Method for Fast Composing of Images Captured from Deformed Documents by a Quadocular Scanner Setup.
Marco Körner and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
Machine Vision Applications (MVA). Pages 291-294. 2011.
[bibtex] [pdf]
Extrinsic Self-Calibration of Time-of-Flight Cameras using a Combination of 3D and Intensity Descriptors.
Jörn Schmidt and Marcel Brückner and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 269-276. 2011.
[bibtex]
Comparative Evaluation of Human and Active Appearance Model Based Tracking Performance of Anatomical Landmarks in Locomotion Analysis.
Daniel Haase and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 96-99. 2011.
[bibtex] [pdf]
Combining structure and appearance for anomaly detection in wire ropes.
Esther-Sabrina Wacker and Joachim Denzler.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 163-170. 2011.
[bibtex] [pdf] [abstract]
One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code.
Erik Rodner and Esther-Sabrina Wacker and Michael Kemmler and Joachim Denzler.
Machine Vision Applications (MVA). Pages 219-222. 2011.
[bibtex] [pdf]
Learning from Few Examples for Visual Recognition Problems Erik Rodner. (2011)
[bibtex] [pdf] [web]
1/fp Characteristics of the Fourier power spectrum affects ERP correlates of face learning and recognition.
M. Blickhan and J.M. Kaufmann and Joachim Denzler and S.R. Schweinberger and Christoph Redies.
Biological Psychology. 88 (2-3): pages 204-214. 2011.
[bibtex]

2010

A Fast Approach for Pixelwise Labeling of Facade Images.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3029-3032. 2010.
[bibtex] [pdf]
Multi-View Planning for Simultaneous Coverage and Accuracy Optimisation.
Christoph Munkelt and Andreas Breitbarth and Gunther Notni and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 118.1-118.11. 2010. doi:10.5244/C.24.118
[bibtex] [pdf]
Active Self-calibration of Multi-camera Systems.
Marcel Brückner and Joachim Denzler.
DAGM Symposium on Pattern Recognition (DAGM). Pages 31-40. 2010.
[bibtex] [pdf]
Selection of Relevant Features for Raman Spectroscopy Using Supervised Classification Techniques.
Michael Kemmler and Joachim Denzler.
Chemometrics in Analytical Chemistry (CAC). 2010.
[bibtex] [pdf]
Adaptice Non-Negative Bases for Reconstruction of Spectral Data from Colorimetic Information.
Seyed Hossein Amirshahi and Seyed Ali Amirshahi.
Optical Review. 17 (6): pages 562-569. 2010.
[bibtex]
Semantic Segmentation Algorithms for Aerial Image Analysis and Classification Björn Fröhlich and Joachim Denzler. (2010)
[bibtex] [pdf]
A Framework for Applying Image Quality Metrics on Printed Images.
Seyed Ali Amirshahi.
Colour Research for European Advanced Technology Employment (CREATE). 2010.
[bibtex]
Multiple Kernel Gaussian Process Classification for Generic 3D Object Recognition From Time-of-Flight Images.
Erik Rodner and Doaa Hegazy and Joachim Denzler.
International Conference on Image and Vision Computing. Pages 1-8. 2010.
[bibtex] [pdf] [web]
Semantische {S}egmentierung.
Björn Fröhlich.
Informatiktage 2010: Fachwissenschaftlicher Informatik-Kongress. Pages 231-234. 2010.
[bibtex] [pdf] [abstract]
Framework for Evaluation of Color Prints Using Image Quality Metrics.
Marius Pedersen and Seyed Ali Amirshahi.
5th European Conference on Color in Graphics, Imaging and Vision, CGIV. 2010.
[bibtex]
Comparison of Various Video Quality Metrics on Different Types of Video Artifacts.
Seyed Ali Amirshahi and Mohamed-Chaker Larabi.
European Workshop on Visual Information Processing, EUVIP. 2010.
[bibtex]
$1/f^2$ Characteristics and Isotropy in the Fourier Power Spectra of Visual Art, Cartoons, Comics, Mangas, and Different Categories of Photographs.
Michael Koch and Joachim Denzler and Christoph Redies.
PLoS ONE. 5 (8): pages e12268. 2010.
[bibtex] [abstract]
One-Class Classification with Gaussian Processes.
Michael Kemmler and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 489-500. 2010.
[bibtex] [pdf]
Analysis of Structural Dependencies for the Automatic Visual Inspection of Wire Ropes.
Daniel Haase and Esther-Sabrina Wacker and Ernst Günter Schukat-Talamazzini and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 49-56. 2010.
[bibtex] [pdf] [abstract]
On the Suitability of Different Features for Anomaly Detection in Wire Ropes.
Esther-Sabrina Platzer and Herbert Süße and Josef Nägele and Karl-Heinz Wehking and Joachim Denzler.
Computer Vision, Imaging and Computer Graphics: Theory and Applications. Pages 296-308. 2010.
[bibtex] [pdf] [abstract]
An Analysis-by-Synthesis Approach to Rope Condition Monitoring.
Esther-Sabrina Wacker and Joachim Denzler.
International Symposium on Visual Computing (ISVC). Pages 459-468. 2010.
[bibtex] [pdf] [abstract]
Efficient Gaussian Process Classification using Random Decision Forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
International Conference on Pattern Recognition and Image Analysis (PRIA), St. Petersburg, Russia. Pages 93-96. 2010.
[bibtex] [pdf]
Self-Calibration of Multi-Camera Systems Ferid Bajramovic. (2010)
[bibtex] [abstract]
Online Next-Best-View Planning for Accuracy Optimization Using an Extended E-Criterion.
Michael Trummer and Christoph Munkelt and Joachim Denzler.
IAPR International Conference on Pattern Recognition (ICPR). 2010.
[bibtex] [pdf]
Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes.
Michael Kemmler and Joachim Denzler and Petra Rösch and Jürgen Popp.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 81-90. 2010.
[bibtex] [pdf]
One-Shot Learning of Object Categories using Dependent Gaussian Processes.
Erik Rodner and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 232-241. 2010.
[bibtex] [pdf]

2009

Pedestrian Detection by Probabilistic Component Assembly.
Martin Rapus and Stefan Munder and Gregory Baratoff and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 91-100. 2009.
[bibtex] [pdf]
Learning with Few Examples by Transferring Feature Relevance.
Erik Rodner and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 252-261. 2009.
[bibtex] [pdf]
Generic 3D Object Recognition From Time-of-Flight Images Using Boosted Combined Shape Features.
Doaa Hegazy and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). 2009.
[bibtex] [pdf]
Guided KLT Tracking Using Camera Parameters in Consideration of Uncertainty.
Michael Trummer and Joachim Denzler and Christoph Munkelt.
VISIGRAPP 2008. Pages 252-261. 2009.
[bibtex]
Principal component analysis of fourier transforms discriminates visual art from other image categories.
Michael Koch and Joachim Denzler and Christoph Redies.
ECVP Abstract Supplement. Pages 49. 2009.
[bibtex] [abstract]
Experimental Comparison of Wide Baseline Correspondence Algorithms for Multi Camera Calibration.
Ferid Bajramovic and Michael Koch and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 458-463. 2009.
[bibtex] [pdf]
Combining Appearance and Range Based Information For Multi-Class Generic Object Recognition.
Doaa Hegazy and Joachim Denzler.
Iberoamerican Congress on Pattern Recognition (CIARP). 2009.
[bibtex]
Combined GKLT Feature Tracking and Reconstruction for Next Best View Planning.
Michael Trummer and Christoph Munkelt and Joachim Denzler.
DAGM 2009. Pages 161-170. 2009.
[bibtex] [pdf]
A Framework for Actively Selecting Viewpoints in Object Recognition.
Frank Deinzer and Christian Derichs and Joachim Denzler and Heinrich Niemann.
International Journal of Pattern Recognition and Artificial Intelligence. 23 (4): pages 765-799. 2009. World Scientific Publishing
[bibtex] [pdf]
HMM-based Defect Localization in Wire Ropes - A new Approach to Unusual Subsequence Recognition.
Esther-Sabrina Platzer and Josef Nägele and Karl-Heinz Wehking and Joachim Denzler.
Annual Symposium of the German Association for Pattern Recognition (DAGM). Pages 442-451. 2009.
[bibtex] [pdf] [abstract]
Temporal Estimation of the 3d Guide-Wire Position using 2d X-ray Images.
Marcel Brückner and Frank Deinzer and Joachim Denzler.
Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 386-393. 2009.
[bibtex] [pdf]
Experimentelle Auswertung von Unsicherheitsmaßen auf relativen Posen für die Multikamerakalibrierung.
Ferid Bajramovic and Joachim Denzler.
Publikationen der Deutschen Gesellschaft für Photogrammetrie und Fernerkundung (DGPF), 29. Tagung, Jena 2009. Pages 119-126. 2009.
[bibtex] [pdf]
Coarse Registration of 3D Surface Triangulations Based on Moment Invariants with Applications to Object Alignment and Identification.
Michael Trummer and Herbert Süße and Joachim Denzler.
IEEE International Conference on Computer Vision (ICCV). pages 1273-1279. 2009.
[bibtex] [pdf]
View Planning for 3D Reconstruction Using Time-of-Flight Camera Data.
Christoph Munkelt and Michael Trummer and Peter Kuehmstedt and Gunther Notni and Joachim Denzler.
DAGM 2009. 2009.
[bibtex]
Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes.
Esther-Sabrina Platzer and Joachim Denzler and Herbert Süße and Josef Nägele and Karl-Heinz Wehking.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 171-178. 2009.
[bibtex] [pdf]
Geometric and Probabilistic Image Dissimilarity Measures for Common Field of View Detection.
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 2052-2057. 2009.
[bibtex] [pdf]
Extending GKLT Tracking: Feature Tracking for Controlled Environments with Integrated Uncertainty Estimation.
Michael Trummer and Christoph Munkelt and Joachim Denzler.
IAPR Scandinavian Conference on Image Analysis (SCIA). Pages 460-469. 2009.
[bibtex] [pdf]
Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features.
Michael Kemmler and Erik Rodner and Joachim Denzler.
Dynamic 3D Imaging Workshop. Pages 96-109. 2009.
[bibtex] [pdf]
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition.
Erik Rodner and Joachim Denzler.
Iberoamerican Congress on Pattern Recognition (CIARP). Pages 945-953. 2009.
[bibtex] [pdf]
Using Common Field of View Detection for Multi Camera Calibration.
Ferid Bajramovic and Marcel Brückner and Joachim Denzler.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 113-120. 2009.
[bibtex] [pdf]
Model-based Online 3D Reconstruction from Image Sequences Olaf Kähler. (2009) ISBN: 978-3-941274-25-9
[bibtex]

2008

Efficient Adaptive Combination of Histograms for Real-Time Tracking.
Ferid Bajramovic and Benjamin Deutsch and Christoph Gräßl and Joachim Denzler.
EURASIP Journal on Image and Video Processing, special issue Video Tracking in Complex Scenes for Surveillance Applications. pages 1-11. 2008.
[bibtex] [pdf]
3D Blood Flow Reconstruction from 2D Angiograms.
Esther-Sabrina Platzer and Frank Deinzer and Dietrich Paulus and Joachim Denzler.
Bildverarbeitung für die Medizin 2008 - Algorithmen, Systeme, Anwendungen. Pages 288-292. 2008.
[bibtex] [pdf] [abstract]
Difference of Boxes Filters Revisited: Shadow Suppression and Efficient Character Segmentation.
Erik Rodner and Herbert Süße and Wolfgang Ortmann and Joachim Denzler.
IAPR Workshop on Document Analysis Systems. Pages 263-269. 2008.
[bibtex] [pdf] [abstract]
Performance Comparison and Evaluation of AdaBoost and SoftBoost Algorithms on Generic Object Recognition.
Doaa Hegazy and Joachim Denzler.
International Conference on Machine Learning and Pattern Recognition (MLPR). Pages 70-74. 2008.
[bibtex] [pdf]
Generic Object Recognition using Boosted Combined Features.
Doaa Hegazy and Joachim Denzler.
Robot Vision. pages 355-366. 2008.
[bibtex]
Extraction of fetal ECG using adaptive Volterra filters.
Maha Shadaydeh and Yegui Xiao and Rabab K. Ward.
European Signal Processing Conference. Pages 1-5. 2008.
[bibtex] [web] [abstract]
IfN-Farsi: A Database of Farsi Handwritten Words.
Saeed Mozaffari and Volker Märgner and Haikal El Abed and Karim Faez and Seyed Ali Amirshahi.
International Conference on Frontiers in Handwriting Recognition (ICFHR). 2008.
[bibtex]
Reconstruction of Reflectance Spectra Using Weighted Principle Component Analysis.
Farnaz Agahian and Seyed Ali Amirshahi and Seyed Hossein Amirshahi.
Color Research and Application. 33 (5): pages 360-371. 2008.
[bibtex]
An Efficient Shortest Triangle Paths Algorithm for Uncertainty-based Multi Camera Calibration.
Ferid Bajramovic and Joachim Denzler.
Workshop on Omnidirectional Vision (OMNIVIS). 2008.
[bibtex]
On Fusion of Range and Intensity Information Using Graph-Cut for Planar Patch Segmentation.
Olaf Kähler and Erik Rodner and Joachim Denzler.
International Journal of Intelligent Systems Technologies and Applications. 5 (3/4): pages 365-373. 2008.
[bibtex] [pdf] [abstract]
Boosting Colored Local Features For Generic Object Recognition.
Doaa Hegazy and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 18 (2): pages 323-327. 2008.
[bibtex]
Challenging Anomaly Detection in Wire Ropes Using Linear Prediction Combined with One-class Classification.
Esther-Sabrina Platzer and Joachim Denzler and Herbert Süße and Josef Nägele and Karl-Heinz Wehking.
International Fall Workshop on Vision, Modelling, and Visualization (VMV). Pages 343-352. 2008.
[bibtex] [pdf] [abstract]
Experimental Evaluation of Relative Pose Estimation Algorithms.
Marcel Brückner and Ferid Bajramovic and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 431-438. 2008.
[bibtex] [pdf]
Robust Real-Time SFM in a Combined Formulation of Tracking and Reconstruction.
Olaf Kähler and Joachim Denzler.
International Fall Workshop Vision, Modelling, and Visualization (VMV). Pages 283-292. 2008.
[bibtex] [abstract]
Learning with Few Examples using a Constrained Gaussian Prior on Randomized Trees.
Erik Rodner and Joachim Denzler.
Vision, Modelling, and Visualization Workshop (VMV). Pages 159-168. 2008.
[bibtex] [pdf]
Implicit Feedback between Reconstruction and Tracking in a Combined Optimization Approach.
Olaf Kähler and Joachim Denzler.
Proceedings 30th Annual Symposium of the German Association for Pattern Recognition (DAGM2008). Pages 274-283. 2008.
[bibtex] [abstract]
Global Uncertainty-based Selection of Relative Poses for Multi Camera Calibration.
Ferid Bajramovic and Joachim Denzler.
British Machine Vision Conference (BMVC). Pages 745-754. 2008.
[bibtex] [pdf]
New narrowband active noise control systems with significantly less computational requirements.
Yegui Xiao and Maha Shadaydeh and Rabab K. Ward.
IEEE International Symposium on Circuits and Systems. Pages 41-44. 2008.
[bibtex] [web] [abstract]
KLT Tracking Using Intrinsic and Extrinsic Camera Parameters in Consideration of Uncertainty.
Michael Trummer and Joachim Denzler and Christoph Munkelt.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 346-351. 2008.
[bibtex] [pdf]
Pedestrian Recognition Using Combined Low-Resolution Depth and Intensity Images.
Martin Rapus and Stefan Munder and Gregory Baratoff and Joachim Denzler.
IEEE Intelligent Vehicles Symposium. Pages 632-636. 2008.
[bibtex] [pdf] [abstract]

2007

Boosting Colored Local Features For Generic Object Recognition.
Doaa Hegazy and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). 2007. Extended abstract
[bibtex] [pdf]
On Fusion of Range and Intensity Information Using Graph-Cut for Planar Patch Segmentation.
Olaf Kähler and Erik Rodner and Joachim Denzler.
Proceedings Dynamic 3D Imaging Workshop. Pages 113-121. 2007. also appeared in International Journal of Intelligent Systems Technologies and Applications, Vol. 5, No. 3/4, pp.365-373
[bibtex] [abstract]
Fractal-like image statistics in visual art: similarity to natural scenes.
Christoph Redies and Jens Hasenstein and Joachim Denzler.
Spatial Vision. 21 (1-2): pages 97 - 117. 2007.
[bibtex] [pdf] [web]
Benchmarking 3D Reconstructions from Next Best View Planning.
Christoph Munkelt and Michael Trummer and Stefan Wenhardt and Joachim Denzler.
Machine Vision Applications (MVA). Pages 552-555. 2007.
[bibtex] [pdf]
Rigid Motion Constraints for Tracking Planar Objects.
Olaf Kähler and Joachim Denzler.
Proceedings 29th Annual Symposium of the German Association for Pattern Recognition (DAGM2007). Pages 102-111. 2007.
[bibtex] [abstract]
A New Approach for Image Quality Assessment Using SVD.
Farah Torkamani-Azar and Seyed Ali Amirshahi.
9th International Symposium on Signal Processing and its Applications, ISSPA. 2007.
[bibtex]
Detecting Coplanar Feature Points in Handheld Image Sequences.
Olaf Kähler and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 447-452. 2007.
[bibtex] [pdf] [abstract]
Self-calibration with Partially Known Rotations.
Ferid Bajramovic and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 1-10. 2007.
[bibtex] [pdf] [abstract]
Artists portray human faces with the Fourier statistics of complex natural scenes.
Christoph Redies and Jan Hänisch and Marko Blickhan and Joachim Denzler.
Network: Computation in Neural Systems. 18 (3): pages 235-248. 2007.
[bibtex] [pdf] [web] [abstract]
Reading out 2D Barcode PDF417.
Michael Trummer and Joachim Denzler.
Progress in Pattern Recognition, Springer, London. pages 179-185. 2007.
[bibtex] [pdf]

2006

A Comparison of Nearest Neighbor Search Algorithms for Generic Object Recognition.
Bajramovic, F. and Frank Mattern and Nicholas Butko and Joachim Denzler.
Advanced Concepts for Intelligent Vision Systems. Pages 1186-1197. 2006.
[bibtex] [pdf] [abstract]
An Information Theoretic Approach for Next Best View Planning in 3-D Reconstruction.
Stefan Wenhardt and Benjamin Deutsch and Joachim Hornegger and Heinrich Niemann and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 103-106. 2006.
[bibtex] [pdf] [abstract]
A Novel Approach to Affine Point Pattern Matching.
Herbert Süße and Wolfgang Ortmann and Klaus Voss.
. Pages 434-444. 2006.
[bibtex] [pdf]
Detection of Planar Patches in Handheld Image Sequences.
Olaf Kähler and Joachim Denzler.
Proceedings Photogrammetric Computer Vision 2006. Pages 37-42. 2006.
[bibtex] [pdf] [abstract]
Precise 3D Measurement with Standard Means and Minimal User Interaction -- Extended Single-view Reconstruction.
Michael Trummer and Joachim Denzler and Herbert Süße.
International Conference on the Application of Computer Science and Mathematics in Architecture and Civil Engineering. 2006.
[bibtex] [pdf]

2005

Metrische 3-D-Vermessung einer Straßenszene mit Spezialwissen unter minimaler Interaktion -- Erweiterte monokulare Rekonstruktion.
Michael Trummer and Herbert Süße and Joachim Denzler and F. Ditrich.
Publikationen der Deutschen Geselllschaft für Photogrammetrie, Fernerkundung und Geoinformation e.V.. pages 39-46. 2005.
[bibtex] [pdf]
Self-Organizing, Adaptive Data Fusion for 3d Object Tracking.
Olaf Kähler and Joachim Denzler.
ARCS 2005 - Organic and Pervasive Computing, Workshops Proceedings. Pages 109-116. 2005.
[bibtex] [pdf]
Adaptive Performance-Based Classifier Combination for Generic Object Recognition.
Frank Mattern and Torsten Rohlfing and Joachim Denzler.
Vision, Modeling, and Visualization. Pages 139-146. 2005.
[bibtex] [pdf]
A Comparative Evaluation of Template and Histogram Based 2D Tracking Algorithms.
Benjamin Deutsch and Christoph Gräßl and Ferid Bajramovic and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 269-276. 2005.
[bibtex] [pdf] [abstract]
Efficient Combination of Histograms for Real-Time Tracking Using Mean-Shift and Trust-Region Optimization.
Ferid Bajramovic and Christoph Gräßl and Joachim Denzler.
DAGM Symposium on Pattern Recognition. Pages 254-261. 2005.
[bibtex] [pdf] [abstract]
Robust Determination of Rotation-Angles for Closed Regions Using Moments.
Herbert Süße and Frank Ditrich.
. Pages 337-340. 2005.
[bibtex] [pdf]

2004

Hierarchical Sensor Data Fusion by Probabilistic Cue Integration for Robust 3--D Object Tracking.
Olaf Kähler and Joachim Denzler and Jochen Triesch.
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 216-220. 2004.
[bibtex] [pdf]
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation.
Torsten Rohlfing and Daniel B. Russakoff and Joachim Denzler and Calvin R. Maurer.
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). Pages 631-638. 2004.
[bibtex] [web] [abstract]
Improving Statistical Object Recognition Approaches by a Parameterization of Normal Distributions.
Christoph Gräßl and Frank Deinzer and Frank Mattern and Heinrich Niemann.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 222-230. 2004.
[bibtex] [pdf]
Radon, Hough, Acumulacion y el metodo SDR Klaus Voss and Herbert Süße and Wolfgang Ortmann. (2004)
[bibtex]
Multi-Step Entropy Based Sensor Control for Visual Object Tracking.
Benjamin Deutsch and Matthias Zobel and Joachim Denzler and Heinrich Niemann.
DAGM 2004: Pattern Recognition. Pages 359-366. 2004.
[bibtex] [pdf]
Image-Based Modeling and its Application in Image Processing.
Heinrich Niemann and Joachim Denzler and Benno Heigl and Florian Vogt and Christoph H. Schick and Sophie M. Krüger and Werner Hohenberger.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 184-189. 2004.
[bibtex] [pdf]
Active Sensing Strategies for Robotic Platforms, with an Application in Vision-Based Gripping.
Benjamin Deutsch and Frank Deinzer and Matthias Zobel and Joachim Denzler.
International Conference on Informatics in Control, Automation and Robotics. Pages 169-176. 2004.
[bibtex] [pdf]
A Comparison of First- and Second-Order Training Algorithms for Dynamic Neural Networks.
Ferid Bajramovic and Christian Gruber and Bernhard Sick.
IEEE International Joint Conference on Neural Networks. Pages 837-842. 2004.
[bibtex] [web] [abstract]
Comparison of Appearance Based Methods for Generic Object Recognition.
Frank Mattern and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 14 (2): pages 255-261. 2004.
[bibtex] [pdf]
Markerless Real-Time Target Region Tracking: Application to Frameless Sterotactic Radiosurgery.
Torsten Rohlfing and Joachim Denzler and Daniel B. Russakoff and Christoph Gräßl and Calvin R. Maurer.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 5-12. 2004.
[bibtex]
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields.
Ingo Scholz and Joachim Denzler and Heinrich Niemann.
IEICE Transactions on Information \& Systems. E87-D (1): pages 42-49. 2004.
[bibtex] [pdf]
On Minimizing Errors in 3-D-Reconstruction for Stereo Camera Systems.
Stefan Wenhardt and Joachim Denzler and Heinrich Niemann.
7th International Conference on Pattern Recognition and Image Analysis 2004: New Information Technologies. Pages 562-565. 2004.
[bibtex]

2003

Robust Matching of Affinely Transformed Objects.
Herbert Süße and Wolfgang Ortmann and Klaus Voss.
International Conference on Image Processing (ICIP). Pages 383-386. 2003.
[bibtex] [pdf]
Comparison of Appearance Based Methods for Generic Object Recognition.
Frank Mattern and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). 2003.
[bibtex] [pdf]
Bayesian controller versus traditional controllers.
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
2003 International Conference on Computational Intelligence for Modelling Control and Automation. 2003.
[bibtex] [pdf]
Three-Dimensional Object Recognition Using a Combination of Hu Moment and Affine Moment Invariants Features.
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa Hegazy.
IEEE Mediterranean Microwave Symposium (MMS). Pages 279-287. 2003.
[bibtex]
How Fusion of Multiple Views Can Improve Object Recognition in Real-World Environments.
Marcin Grzegorzek and Frank Deinzer and Michael Reinhold and Joachim Denzler and Heinrich Niemann.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 553-560. 2003. isbn = 3-89838-048-3
[bibtex] [pdf]
Viewpoint Selection - Planning Optimal Sequences of Views for Object Recognition.
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 65-73. 2003.
[bibtex] [pdf] [abstract]
Using Test Plans for Bayesian Modeling.
Rainer Deventer and Joachim Denzler and Heinrich Niemann and Oliver Kreis.
Machine Learning and Data Mining in Pattern Recognition. Pages 307-316. 2003.
[bibtex] [pdf] [abstract]
Plenoptic Models in Robot Vision.
Joachim Denzler and Benno Heigl and Matthias Zobel and Heinrich Niemann.
Künstliche Intelligenz. pages 62-68. 2003.
[bibtex] [pdf]
Performance analysis of adaptive {IIR} notch filters based on least mean p-power error criterion.
Maha Shadaydeh and Masayuki Kawamata.
Proceedings of the International Symposium on Circuits and Systems (ISCAS). Pages 377-380. 2003.
[bibtex] [web]
MOBSY}: Integration of Vision and Dialogue in Service Robots.
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Dietrich Paulus and Jochen Schmidt and Georg Stemmer.
Machine Vision and Applications. 14 (1): pages 26-34. 2003.
[bibtex]
View-Based 3-D Object Recognition Using Color Features.
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa Hegazy.
International Arab Conference on Information Technology. Pages 747-752. 2003.
[bibtex]
Three-Dimensional Object Recognition Using Support Vector Machine Neural Network Based on Moment Invariant Features.
Mohammed S. Abdel-Wahaab and Sayed F. Bahgat and Ashraf S. Hussein and Doaa M. Hegazy.
International Conference on Enterprise Information Systems (ICEIS). Pages 583-588. 2003.
[bibtex]
Image-Based Modeling and its Application in Image Processing.
Heinrich Niemann and Joachim Denzler and Benno Heigl and Florian Vogt and Christoph H. Schick and Sophie M. Krüger and Werner Hohenberger.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 14-17. 2003.
[bibtex]
Information Theoretic Focal Length Selection for Real-Time Active 3-D Object Tracking.
Joachim Denzler and Matthias Zobel and Heinrich Niemann.
International Conference on Computer Vision. Pages 400-407. 2003.
[bibtex] [pdf]
Improving Statistical Object Recognition Approaches by a Parameterization of Normal Distributions.
Christoph Gräßl and Frank Deinzer and Frank Mattern and Heinrich Niemann.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 38-41. 2003.
[bibtex] [pdf]

2002

Application of Bayesian controllers to dynamic system.
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
Workshop in Hybrid Intelligent Systems (HIS). Pages 555-569. 2002.
[bibtex] [pdf]
Improving Object Recognition By Fusion Of Multiple Views.
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
Indian Conference on Computer Vision Graphics and Image Processing. Pages 161-166. 2002.
[bibtex]
Appearance Based Generic Object Modeling and Recognition Using Probabilistic Principal Component Analysis.
Christopher Drexler and Frank Mattern and Joachim Denzler.
DAGM Symposium of Pattern Recognition. Pages 100-108. 2002. isbn = 3-540-44209-X
[bibtex] [pdf] [abstract]
Probabilistic Integration of Cues From Multiple Cameras.
Joachim Denzler and Matthias Zobel and Jochen Triesch.
Dynamic Perception. Pages 309-314. 2002.
[bibtex] [pdf]
Using Non-Markov models for the control of Dynamic Systems.
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
Engineering of Intelligent Systems (EIS). Pages 70 (complete pa. 2002.
[bibtex] [pdf] [abstract]
Steady State Analysis of the P-Power Algorithm for Constrained Adaptive IIR Notch Filter.
Maha Shadaydeh and Yegui Xiao and Masayuki Kawawata.
IEEE Midwest Symposium on Circuits and Systems (MWSCAS). Pages 664-667. 2002.
[bibtex] [abstract]
Entropy Based Camera Control for Visual Object Tracking.
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Conference on Image Processing (ICIP). Pages 901-904. 2002.
[bibtex] [pdf] [abstract]
Calibration of Real Scenes for the Reconstruction of Dynamic Light Fields.
Ingo Scholz and Joachim Denzler and Heinrich Niemann.
. Pages 32-35. 2002. isbn = 4-901122-02-9
[bibtex] [pdf]
Binocular 3-D Object Tracking with Varying Focal Lengths.
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
IASTED International Conference on Signal Processing, Pattern Recognition, and Application. Pages 325-330. 2002.
[bibtex] [pdf] [abstract]
Information Theoretic Sensor Data Selection for Active Object Recognition and State Estimation.
Joachim Denzler and Christopher M. Brown.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 24 (2): pages 145-157. 2002.
[bibtex] [pdf]
Bayesian Control of Dynamic Systems (to be published) Rainer Deventer and Joachim Denzler and Heinrich Niemann. (2002)
[bibtex]
On Optimal Camera Parameter Selection in Kalman Filter Based Object Tracking.
Joachim Denzler and Matthias Zobel and Heinrich Niemann.
Pattern Recognition. Pages 17-25. 2002. isbn = 3-540-44209-X
[bibtex] [pdf]
Generic Hierarchic Object Models and Classification based on Probabilistic PCA.
Christopher Drexler and Frank Mattern and Joachim Denzler.
IAPR Workshop on Machine Vision Applications. Pages 435-438. 2002. isbn = 4-901122-02-9
[bibtex] [pdf] [abstract]

2001

D}emonstration von {B}ildverarbeitung und {S}prachverstehen in der {D}ienstleistungsrobotik.
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Paulus, D. and Jochen Schmidt and Georg Stemmer.
A}utonome {M}obile {S}ysteme 2001, 17. Fachgespräch, Stuttgart, 11./12. Oktober 2001. Pages 141-147. 2001.
[bibtex] [pdf]
MOBSY}: Integration of Vision and Dialogue in Service Robots.
Matthias Zobel and Joachim Denzler and Benno Heigl and Elmar Nöth and Dietrich Paulus and Jochen Schmidt and Georg Stemmer.
Computer Vision Systems, Proceedings Second International Workshop, ICVS 2001 Vancouver, Canada, July 7-8, 2001. Pages 50-62. 2001. Lecture Notes in Computer Science 2095
[bibtex] [pdf]
On Fusion of Multiple Views for Active Object Recognition.
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
. Pages 239-245. 2001.
[bibtex]
Optimal Camera Parameter Selection for State Estimation with Applications in Object Recognition.
Joachim Denzler and Christopher M. Brown and Heinrich Niemann.
. Pages 305-312. 2001.
[bibtex] [pdf]

2000

Combining Computer Graphics and Computer Vision for Probabilistic Visual Robot Navigation.
Benno Heigl and Joachim Denzler and Heinrich Niemann.
Enhanced and Synthetic Vision 2000. Pages 226-235. 2000. issn: 0277786X
[bibtex] [pdf]
Active Appearance-Based Object Recognition Using Viewpoint Selection.
Michael Reinhold and Frank Deinzer and Joachim Denzler and Dietrich Paulus and J. Pösl.
Vision Modeling and Visualization 99. Pages 105-112. 2000.
[bibtex]
Classifier Independent Viewpoint Selection for 3-D Object Recognition.
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
Mustererkennung 2000. Pages 237-244. 2000. isbn = 3-540-67886-7
[bibtex] [pdf]
Active Computer Vision System.
Dietrich Paulus and Christopher Drexler and Michael Reinhold and Matthias Zobel and Joachim Denzler.
Computer Architectures for Machine Perception. Pages 18-27. 2000.
[bibtex] [pdf]
Viewpoint Selection - A Classifier Independent Learning Approach.
Frank Deinzer and Joachim Denzler and Heinrich Niemann.
IEEE Southwest Symposium on Image Analysis and Interpretation. Pages 209-213. 2000.
[bibtex] [pdf]
Active Vision Joachim Denzler. (2000)
[bibtex]
Active Knowledge-Based Scene Analysis.
Dietrich Paulus and Ulrike Ahlrichs and Benno Heigl and Joachim Denzler and Joachim Hornegger and Matthias Zobel and Heinrich Niemann.
videre. 1 (4): 2000. online-journal
[bibtex] [pdf]
Robust Facial Feature Localization by Coupled Features.
Matthias Zobel and Arnd Gebhard and Dietrich Paulus and Joachim Denzler and Heinrich Niemann.
IEEE International Conference on Automatic Face and Gesture Recognition. Pages 2-7. 2000.
[bibtex] [pdf] [abstract]
Object Tracking in Image Sequences Joachim Denzler and Matthias Zobel. (2000)
[bibtex]
Control of Dynamic Systems Using Bayesian Networks.
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
IBERAMIA/SBIA Workshops (Atibaia, S{\~a}o Paulo, Brazil). Pages 33-39. 2000.
[bibtex] [pdf] [abstract]
Non-linear modeling of a production process by hybrid Bayesian Networks.
Rainer Deventer and Joachim Denzler and Heinrich Niemann.
European Conference on Artificial Intelligence. Pages 576-580. 2000.
[bibtex] [pdf]
Sichtbasierte Personeneskortierung mittels einer autonomen mobilen Plattform.
Ralf Schug and Matthias Zobel and Joachim Denzler and Heinrich Niemann.
Robotik 2000: Leistungsstand - Anwendungen - Visionen - Trends. Pages 459-464. 2000.
[bibtex] [pdf] [abstract]

1999

Bias Removal Algorithm for 2-D Equation Error Adaptive IIR Filters.
Maha Shadaydeh and Masayuki Kawamata.
Multidimensional Systems and Signal Processing. 10 (4): pages 429-441. 1999.
[bibtex] [web] [abstract]
Tracking of Probabilistically Coupled Features.
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Workshop on Vision, Modelling, and Visualization (VMV). Pages 133-140. 1999.
[bibtex]
Shift Detection By Restoration.
Klaus Voss and Herbert Süße and Wolfgang Ortmann and Thorsten Baumbach.
Pattern Recognition. pages 2067-2068. 1999.
[bibtex]
A New One-Parametric Fitting Method for Planar Objects.
Klaus Voss and Herbert Süße.
IEEE Trans. Pattern Anal. Mach. Intell.. 21 (7): pages 646-651. 1999.
[bibtex]
Shift Detection by Restoration.
Herbert Süße and Klaus Voss and Wolfgang Ortmann and Thorsten Baumbach.
International Conference on Computer Analysis of Images and Patterns (CAIP). Pages 33-40. 1999.
[bibtex]
Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking.
Joachim Denzler and Heinrich Niemann.
Journal on Real-Time Imaging. 5 (3): pages 203-213. 1999.
[bibtex]
Probabilistisch modellierte Blicksteuerung zur Selbstlokalisation anhand natürlicher Landmarken.
Christopher Drexler and Carmen Frank and Joachim Denzler and Heinrich Niemann.
Autonome Mobile Systeme. Pages 221-230. 1999.
[bibtex] [pdf] [abstract]
Bildmatching und Bewegungskompensation von Fundus-Bildern.
Wolfgang Ortmann and Thorsten Baumbach.
Bildverarbeitung für die Medizin. Pages 387-391. 1999.
[bibtex]
Knowledge Based Image and Speech Analysis for Service Robots.
Ulrike Ahlrichs and Fischer, J. and Joachim Denzler and Christopher Drexler and Heinrich Niemann and Elmar Nöth and Dietrich Paulus.
Integration of Speech and Image Understanding. Pages 21-47. 1999.
[bibtex] [pdf]
Active Knowledge Based Scene Analysis.
Dietrich Paulus and Ulrike Ahlrichs and Benno Heigl and Joachim Denzler and Joachim Hornegger and Heinrich Niemann.
Computer Vision Systems. 1999.
[bibtex] [pdf]
Plenoptic Modeling and Rendering from Image Sequences Taken by a Hand-Held Camera.
Benno Heigl and Reinhard Koch and Marc Pollefeys and Joachim Denzler and Luc Van Gool.
Mustererkennung 1999. Pages 94-101. 1999.
[bibtex] [pdf] [abstract]
Coupling Rays - Probabilistic Modeling of Spatial Dependencies.
Matthias Zobel and Joachim Denzler and Heinrich Niemann.
International Conference on Imaging Science, Systems, and Technology (CISST). Pages 416-422. 1999.
[bibtex] [pdf]
Radial Representation of Active Contours.
Joachim Denzler.
CVonline: The Evolving, Distributed, Non-Proprietary, On-Line Compendium of Computer Vision. 1999. http://www.dai.ed.ac.uk/CVonline/
[bibtex]

1998

Convergence Analysis of 2-D Doubly-Indexed Block LMS Adaptive Filters.
Maha Shadaydeh and Masayuki Kawawata.
IEEE International Workshop on Intelligent Signal Processing and Communication Systems. 1998.
[bibtex]
An Efficient Combination of 2D and 3D Shape Description for Contour Based Tracking of Moving Objects.
Joachim Denzler and Benno Heigl and Heinrich Niemann.
Computer Vision - ECCV 98. Pages 843-857. 1998. Lecture Notes in Computer Science puplisher: Springer Verlag
[bibtex] [pdf]
On the Application of Lightfield Reconstruction for Statistical Object Recognition.
Benno Heigl and Joachim Denzler and Heinrich Niemann.
European Signal Processing Conference (EUSIPCO). Pages 1101-1104. 1998.
[bibtex] [pdf]
Automatische farbbasierte Extraktion natürlicher Landmarken und 3D-Positionsbestimmung auf Basis visueller Information in indoor Umgebungen.
Joachim Denzler and Matthias Zobel.
Workshop Farbbildverarbeitung. Pages 57-62. 1998.
[bibtex] [pdf]
The Dialogue with the Scene: Probabilistic Knowledge Based Active Vision.
Joachim Denzler.
Knowledge Based Computer Vision. Pages 44-45. 1998. Dagstuhl Seminar Report 196
[bibtex]
Steady State Analysis of Two-Dimensional LMS Adaptive Filters Using the Independence Assumption.
Maha Shadaydeh and Masayuki Kawamata.
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences. E82-A (3): 1998.
[bibtex]

1997

Active Rays: Polar-transformed Active Contours for Real-Time Contour Tracking.
Joachim Denzler and Heinrich Niemann.
Journal on Real-Time Imaging. pages (to appear). 1997. (to appear)
[bibtex] [pdf]
Analysis of Voice-Onset Using Active Rays and Hidden Markov Models.
O. Jesorsky and Joachim Denzler and E. Nöth and T. Wittenberg.
Advances in Quantitative Laryngoscopy. Pages 51-58. 1997.
[bibtex] [pdf]
Real-Time Pedestrian Tracking in Natural Scenes.
Joachim Denzler and Heinrich Niemann.
Computer Analysis of Images and Patterns, CAIP'97, Kiel 1997. Pages 42-49. 1997. Lecture Notes in Computer Science puplisher: Springer Verlag
[bibtex] [pdf]
Identification of nonminimum phase FIR systems via fourth-order cumulants and genetic algorithm.
Maha Shadaydeh and Yegui Xiao and Yoshiaki Tadokoro.
Signal Processing. 60 (3): pages 339-347. 1997.
[bibtex] [web] [abstract]
Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis.
Dorthe Meyer and Joachim Denzler and Heinrich Niemann.
Fourth International Conference on Image Processing. Pages 78-81. 1997.
[bibtex] [pdf]
COBOLT: Ein System zur datengetriebenen Verfolgung bewegter Objekte in Echtzeit.
Joachim Denzler and Heinrich Niemann.
Mustererkennung 1997. Pages 209-216. 1997.
[bibtex] [pdf]
Aktives Sehen zur Echtzeitobjektverfolgung Joachim Denzler. (1997)
[bibtex]
Invariant Fitting of Planar Objects by Primitives.
Klaus Voss and Herbert Süße.
IEEE Trans. Pattern Anal. Mach. Intell.. 19 (1): pages 80-84. 1997.
[bibtex]

1996

Active Rays: A New Approach to Contour Tracking.
Joachim Denzler and Heinrich Niemann.
Speech and Image Understanding. Pages 301-310. 1996.
[bibtex] [pdf]
Overdetermined C(q,k) formula using third and fourth order cumulants.
Yegui Xiao and Maha Shadaydeh and Yoshiaki Tadokoro.
Electronics Letters. 32 (6): pages 601-603. 1996.
[bibtex] [web] [abstract]
Echtzeitobjektverfolgung mit aktiven {S}trahlen.
Joachim Denzler and Heinrich Niemann.
Mustererkennung 1996. Pages 84-91. 1996.
[bibtex] [pdf]
The Method of Normalization to Determine Invariants.
Irene Rothe and Herbert Süße and Klaus Voss.
IEEE Trans. Pattern Anal. Mach. Intell.. 18 (4): pages 366-376. 1996.
[bibtex]
Active Rays: A New Approach to Contour Tracking.
Joachim Denzler and Heinrich Niemann.
International Journal of Computing and Information Technology. 4 (1): pages 9-16. 1996.
[bibtex] [pdf]
Statistical Approach to Classification of Flow Patterns for Motion Detection.
Joachim Denzler and V. Schle{\"{ss}} and Dietrich Paulus and Heinrich Niemann.
International Conference on Image Processing (ICIP). Pages I/517-I/520. 1996.
[bibtex] [pdf]
A New Energy Term Combining Kalman-Filter and Active Contour Models for Object Tracking.
Joachim Denzler and Heinrich Niemann.
Machine Graphics \& Vision. 5 (1/2): pages 157-165. 1996.
[bibtex] [pdf]
Sprachgesteuerte Fovealisierung und Vergenz.
Ulrike Ahlrichs and Joachim Denzler and Ralf Kompe and Heinrich Niemann.
Aktives Sehen in biologischen und technischen Systemen. Pages 52-59. 1996.
[bibtex] [pdf] [abstract]
3D Data Driven Prediction for Active Contour Models based on Geometric Bounding Volumes.
Joachim Denzler and Heinrich Niemann.
Pattern Reconition Letters. 17 (11): pages 1171-1178. 1996.
[bibtex] [pdf]
3D Data Driven Prediction for Active Contour Models with Application to Car Tracking.
Joachim Denzler and Heinrich Niemann.
IAPR Workshop on Machine Vision Applications. Pages 204-207. 1996.
[bibtex] [pdf]

1995

F}arbsegmentierung für aktives {S}ehen.
Joachim Denzler and Benno Heigl and Dietrich Paulus.
Erster Workshop Farbbildverarbeitung. Pages 9-12. 1995.
[bibtex] [pdf]
Evaluating the Performance of Active Contour Models for Real-Time Object Tracking.
Joachim Denzler and Heinrich Niemann.
Asian Conference on Computer Vision (ACCV). Pages II/341-II/345. 1995.
[bibtex] [pdf] [abstract]
Combination of Simple Vision Modules for Robust Real-Time Motion Tracking.
Joachim Denzler and Heinrich Niemann.
European Transactions on Telecommunications. 5 (3): pages 275-286. 1995.
[bibtex] [pdf] [abstract]

1994

Learning, Tracking and Recognition of 3D-Objects.
Joachim Denzler and R. Beß and Joachim Hornegger and Heinrich Niemann and Dietrich Paulus.
International Conference on Intelligent Robots and Systems. Pages 89-96. 1994. adress: München
[bibtex] [pdf] [abstract]
Active Motion Detection and Object Tracking.
Joachim Denzler and Dietrich Paulus.
International Conference on Image Processing (ICIP). Pages 635-639. 1994.
[bibtex] [pdf] [abstract]
A Two Stage Real-Time Object Tracking System.
Joachim Denzler and Heinrich Niemann.
International Journal of Computing and Information Technology. 2 (3): pages 211-222. 1994.
[bibtex] [pdf]
A Two Stage Real-Time Object Tracking System Joachim Denzler and Heinrich Niemann. (1994)
[bibtex] [pdf] [abstract]

1993

Going Back to the Source: Inverse Filtering of the Speech Signal with ANNs.
Joachim Denzler and Ralf Kompe and Adnreas Kießling and Heinrich Niemann and Elmar Nöth.
EUROSPEECH. Pages 111-114. 1993.
[bibtex] [pdf] [abstract]
Möglichkeiten und Grenzen aktiven Sehens mit passiven Sensoren.
Dietrich Paulus and Joachim Denzler.
Autonome Mobile Systeme 1993. Pages 275-287. 1993.
[bibtex] [abstract]