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] |
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Multi-marker tracking for large-scale X-ray stereo video data.
Signal Processing: Image Communication. 59 (Supplement C): pages 140 - 149. 2017. [bibtex] [web] |
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Generalized orderless pooling performs implicit salient matching.
International Conference on Computer Vision (ICCV). Pages 4970-4979. 2017. [bibtex] [pdf] |
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Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networks Approaches.
British Machine Vision Conference (BMVC). 2016. [bibtex] [pdf] |
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Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates.
German Conference on Pattern Recognition (GCPR). Pages 51-63. 2016. [bibtex] [pdf] [web] [abstract] |
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Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks.
arXiv preprint arXiv:1606.04333. 2016. [bibtex] [pdf] [web] [abstract] |
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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] |
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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] |
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Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks.
International Conference on Computer Vision (ICCV). Pages 1143-1151. 2015. [bibtex] [pdf] [web] [abstract] |
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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] [web] [code] [abstract] |
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Efficient Convolutional Patch Networks for Scene Understanding.
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. [bibtex] [pdf] [code] [abstract] |
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Fine-grained Classification of Identity Document Types with Only One Example.
Machine Vision Applications (MVA). Pages 126 - 129. 2015. [bibtex] [pdf] [web] [abstract] |
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Fine-grained Recognition Datasets for Biodiversity Analysis.
CVPR Workshop on Fine-grained Visual Classification (CVPR-WS). 2015. [bibtex] [pdf] [web] |
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Part Detector Discovery in Deep Convolutional Neural Networks.
Asian Conference on Computer Vision (ACCV). Pages 162-177. 2014. [bibtex] [pdf] [code] [abstract] |
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Part Localization by Exploiting Deep Convolutional Networks.
ECCV Workshop on Parts and Attributes (ECCV-WS). 2014. [bibtex] [pdf] [web] |