Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach
Biogeosciences. 17 (5): pages 1343-1365. 2020. [bibtex] [pdf] [web] [abstract] |
The Whole Is More Than Its Parts? From Explicit to Implicit Pose Normalization
IEEE Transactions on Pattern Analysis and Machine Intelligence. 42 (3): pages 749-763. 2020. (Pre-print published in 2019.) [bibtex] [pdf] [web] [abstract] |
HER2 challenge contest: a detailed assessment of automated HER2 scoring algorithms in whole slide images of breast cancer tissues
Histopathology. 72 (2): pages 227-238. 2018. [bibtex] [web] [abstract] |
Deep bilinear features for Her2 scoring in digital pathology
Current Directions in Biomedical Engineering. 3 (2): pages 811-814. 2017. [bibtex] [pdf] |
Multi-marker tracking for large-scale X-ray stereo video data
Signal Processing: Image Communication. 59 (Supplement C): pages 140 - 149. 2017. [bibtex] [web] |
Generalized orderless pooling performs implicit salient matching
International Conference on Computer Vision (ICCV). Pages 4970-4979. 2017. [bibtex] [pdf] |
Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches
British Machine Vision Conference (BMVC). 2016. [bibtex] [pdf] [supplementary] |
ImageNet pre-trained models with batch normalization
arXiv preprint 1612.01452. 2016. [bibtex] [pdf] [web] [abstract] |
Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates
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
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
ECCV Workshop on Computer Vision for Art Analysis. 2016. [bibtex] [pdf] [web] |
Croatian Fish Dataset: Fine-grained classification of fish species in their natural habitat
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
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
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
Machine Vision Applications (MVA). Pages 126-129. 2015. [bibtex] [pdf] [web] [abstract] |
Fine-grained Recognition Datasets for Biodiversity Analysis
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2015. [bibtex] [pdf] [web] |
Efficient Convolutional Patch Networks for Scene Understanding
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. Poster presentation and extended abstract [bibtex] [pdf] [abstract] |
Part Detector Discovery in Deep Convolutional Neural Networks
Asian Conference on Computer Vision (ACCV). Pages 162-177. 2014. [bibtex] [pdf] [code] [abstract] |
Part Localization by Exploiting Deep Convolutional Networks
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014. [bibtex] [pdf] [web] |