2013
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Segmentation of Microorganism in Complex Environments
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (4): pages 512-517. 2013. [bibtex] [pdf] |
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Automatic Identification of Novel Bacteria using Raman Spectroscopy and Gaussian Processes
Analytica Chimica Acta. 794: pages 29-37. 2013. [bibtex] [pdf] [web] [supplementary] |
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Efficient Measuring of Facial Action Unit Activation Intensities using Active Appearance Models
Machine Vision Applications (MVA). Pages 141-144. 2013. [bibtex] [pdf] |
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Large-Scale Gaussian Process Multi-Class Classification for Semantic Segmentation and Facade Recognition
Machine Vision and Applications. 24 (5): pages 1043-1053. 2013. [bibtex] [pdf] |
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Kernel Null Space Methods for Novelty Detection
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Pages 3374-3381. 2013. [bibtex] [pdf] [web] [code] [presentation] [abstract] |
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One-class Classification with Gaussian Processes
Pattern Recognition. 46 (12): pages 3507-3518. 2013. [bibtex] [pdf] |
2012
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Selection of Relevant Features for Raman Spectroscopy
2012. Technical Report [bibtex] [pdf] |
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Large-Scale Gaussian Process Classification using Random Decision Forests
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 22 (1): pages 113-120. 2012. [bibtex] [pdf] |
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Finding Discriminative Features for Raman Spectroscopy
International Conference on Pattern Recognition. Pages 1823-1826. 2012. [bibtex] [pdf] |
2011
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Detection of Microorganisms in Complex Microscopy Images
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 115-118. 2011. [bibtex] [pdf] |
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One-Class Classification for Anomaly Detection in Wire Ropes with Gaussian Processes in a Few Lines of Code
Machine Vision Applications (MVA). Pages 219-222. 2011. [bibtex] [pdf] |
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Efficient Gaussian process classification using random decision forests
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 21: pages 184-187. 2011. 10.1134/S1054661811020337 [bibtex] [pdf] |
2010
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Efficient Gaussian Process Classification using Random Decision Forests
International Conference on Pattern Recognition and Image Analysis (PRIA), St. Petersburg, Russia. Pages 93-96. 2010. [bibtex] [pdf] |
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Classification of Microorganisms via Raman Spectroscopy Using Gaussian Processes
Symposium of the German Association for Pattern Recognition (DAGM). Pages 81-90. 2010. [bibtex] [pdf] |
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Selection of Relevant Features for Raman Spectroscopy Using Supervised Classification Techniques
Chemometrics in Analytical Chemistry (CAC). 2010. [bibtex] [pdf] |
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One-Class Classification with Gaussian Processes
Asian Conference on Computer Vision (ACCV). Pages 489-500. 2010. [bibtex] [pdf] [presentation] |
2009
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Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features
Dynamic 3D Imaging Workshop. Pages 96-109. 2009. [bibtex] [pdf] |