2017

Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks.
Erik Rodner and Alexander Freytag and Paul Bodesheim and Björn Fröhlich and Joachim Denzler.
International Journal of Computer Vision (IJCV). 121 (2): pages 253-280. 2017.
[bibtex] [pdf] [web]

2013

Segmentation of Microorganism in Complex Environments.
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 23 (4): pages 512-517. 2013.
[bibtex] [pdf]
Landbedeckungsklassifikation von Satellitenaufnahmen unter Verwendung von Kontextinformation mit minimaler menschlicher Interaktion.
Eric Bach and Björn Fröhlich and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
Band 22 der Jahrestagung der Deutschen Gesellschaft für Photogrammetrie. 2013.
[bibtex] [pdf]
Large-Scale Gaussian Process Multi-Class Classification for Semantic Segmentation and Facade Recognition.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Machine Vision and Applications. 24 (5): pages 1043-1053. 2013.
[bibtex] [pdf]
Land cover classification of satellite images using contextual information.
Björn Fröhlich and Eric Bach and Irene Walde and Sören Hese and Christiane Schmullius and Joachim Denzler.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Pages 1-6. 2013.
[bibtex] [pdf]

2012

Efficient Semantic Segmentation with Gaussian Processes and Histogram Intersection Kernels.
Alexander Freytag and Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3313-3316. 2012.
[bibtex] [pdf]
As Time Goes By: Anytime Semantic Segmentation with Iterative Context Forests.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Symposium of the German Association for Pattern Recognition (DAGM). Pages 1-10. 2012.
[bibtex] [pdf]
Large-Scale Gaussian Process Classification using Random Decision Forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 22 (1): pages 113-120. 2012.
[bibtex] [pdf]
Semantic Segmentation using GrabCut.
Christoph Göring and Björn Fröhlich and Joachim Denzler.
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 597-602. 2012.
[bibtex] [pdf]
Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
Asian Conference on Computer Vision (ACCV). Pages 218-231. 2012.
[bibtex] [pdf]

2011

Detection of Microorganisms in Complex Microscopy Images.
Michael Kemmler and Björn Fröhlich and Erik Rodner and Joachim Denzler.
Open German-Russian Workshop on Pattern Recognition and Image Understanding (OGRW). Pages 115-118. 2011.
[bibtex] [pdf]
Efficient Gaussian process classification using random decision forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). pages 184-187. 2011. 10.1134/S1054661811020337
[bibtex] [pdf]

2010

Semantic Segmentation Algorithms for Aerial Image Analysis and Classification.
Björn Fröhlich and Joachim Denzler. (2010)
[bibtex] [pdf]
Efficient Gaussian Process Classification using Random Decision Forests.
Björn Fröhlich and Erik Rodner and Michael Kemmler and Joachim Denzler.
International Conference on Pattern Recognition and Image Analysis (PRIA), St. Petersburg, Russia. Pages 93-96. 2010.
[bibtex] [pdf]
Semantische {S}egmentierung.
Björn Fröhlich.
Informatiktage 2010: Fachwissenschaftlicher Informatik-Kongress. Pages 231-234. 2010.
[bibtex] [pdf] [abstract]
A Fast Approach for Pixelwise Labeling of Facade Images.
Björn Fröhlich and Erik Rodner and Joachim Denzler.
International Conference on Pattern Recognition (ICPR). Pages 3029-3032. 2010.
[bibtex] [pdf]