2020

Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach
Martin Jung and Christopher Schwalm and Mirco Migliavacca and Sophia Walther and Gustau Camps-Valls and Sujan Koirala and Peter Anthoni and Simon Besnard and Paul Bodesheim and Nuno Carvalhais and Frederic Chevallier and Fabian Gans and Daniel S. Goll and Vanessa Haverd and Philipp Köhler and Kazuhito Ichii and Atul K. Jain and Junzhi Liu and Danica Lombardozzi and Julia E.M.S. Nabel and Jacob A. Nelson and Michael OSullivan and Martijn Pallandt and Dario Papale and Wouter Peters and Julia Pongratz and Christian Rödenbeck and Stephen Sitch and Gianluca Tramontana and Anthony Walker and Ulrich Weber and Markus Reichstein.
Biogeosciences. 17 (5): pages 1343-1365. 2020.
[bibtex] [pdf] [web] [abstract]
The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization
Marcel Simon and Erik Rodner and Trevor Darell and Joachim Denzler.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 42 (3): pages 749-763. 2020. (Pre-print published in 2019.)
[bibtex] [pdf] [web] [abstract]

2018

HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues
Talha Qaiser and Abhik Mukherjee and Chaitanya Reddy PB and Sai D Munugoti and Vamsi Tallam and Tomi Pitkaho and Taina Lehtimki and Thomas Naughton and Matt Berseth and Anbal Pedraza and Ramakrishnan Mukundan and Matthew Smith and Abhir Bhalerao and Erik Rodner and Marcel Simon and Joachim Denzler and Chao-Hui Huang and Gloria Bueno and David Snead and Ian O Ellis and Mohammad Ilyas and Nasir Rajpoot.
Histopathology. 72 (2): pages 227-238. 2018.
[bibtex] [web] [abstract]

2017

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]
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]
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). Pages 4970-4979. 2017.
[bibtex] [pdf]

2016

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] [supplementary]
ImageNet pre-trained models with batch normalization
Marcel Simon and Erik Rodner and Joachim Denzler.
arXiv preprint 1612.01452. 2016.
[bibtex] [pdf] [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.
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 51-63. 2016.
[bibtex] [pdf] [web] [supplementary] [abstract]
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. 2016. Technical Report TR-FSU-INF-CV-2016-01
[bibtex] [pdf] [abstract]
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]

2015

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]
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] [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]
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]
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]
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. Poster presentation and extended abstract
[bibtex] [pdf] [abstract]

2014

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]
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]