2019

Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs.
Marie Arlt and Jack Peter and Sven Sickert and Clemens-Alexander Brust and Joachim Denzler and Andreas Stallmach.
Endoscopy. 51 (04): pages 4. 2019.
[bibtex] [web] [abstract]
Registration of High Resolution SAR and Optical Satellite Imagery Using Fully Convolutional Networks.
Stefan Hoffmann and Clemens-Alexander Brust and Maha Shadaydeh and Joachim Denzler.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 2019.
[bibtex] [pdf] [abstract]
Not Just a Matter of Semantics: The Relationship Between Visual Similarity and Semantic Similarity.
Clemens-Alexander Brust and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). 2019.
[bibtex] [pdf] [web] [abstract]
Active Learning for Deep Object Detection.
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP). Pages 181-190. 2019.
[bibtex] [pdf] [web] [abstract]
Integrating domain knowledge: using hierarchies to improve deep classifiers.
Clemens-Alexander Brust and Joachim Denzler.
arXiv preprint arXiv:1811.07125. 2019. (accepted for publication at ACPR 2019)
[bibtex] [pdf] [abstract]

2018

Dataless Black-Box Model Comparison.
Christoph Theiß and Clemens-Alexander Brust and Joachim Denzler.
Pattern Recognition and Image Analysis. 28 (4): pages 676-683. 2018. (also published at ICPRAI 2018)
[bibtex] [web] [abstract]

2017

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]

2016

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]

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]
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] [presentation] [abstract]