Björn Fröhlich

According to our database, Björn Fröhlich authored at least 15 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Box2Pix: Single-Shot Instance Segmentation by Assigning Pixels to Object Boxes.

Jonas Uhrig, Eike Rehder, Björn Fröhlich, Uwe Franke, Thomas Brox

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

2017

Large-Scale Gaussian Process Inference with Generalized Histogram Intersection Kernels for Visual Recognition Tasks.

Erik Rodner, Alexander Freytag, Paul Bodesheim, Björn Fröhlich, Joachim Denzler

Int. J. Comput. Vis., 2017

Multimodal Neural Networks: RGB-D for Semantic Segmentation and Object Detection.

Lukas Schneider, Manuel Jasch, Björn Fröhlich, Thomas Weber, Uwe Franke, Marc Pollefeys, Matthias Rätsch

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

2015

A Comparison Study on Vehicle Detection in Far Infrared and Regular Images.

David Savasturk, Björn Fröhlich, Nicolai Schneider, Markus Enzweiler, Uwe Franke

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Vision-Based Road Sign Detection.

Manuel Kehl, Markus Enzweiler, Björn Fröhlich, Uwe Franke, Wolfgang Heiden

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

Semantic segmentation with efficient tree-based methods.

Björn Fröhlich

PhD thesis, 2014

Will this car change the lane? - Turn signal recognition in the frequency domain.

Björn Fröhlich, Markus Enzweiler, Uwe Franke

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Is it safe to change the lane? - Visual exploration of adjacent lanes for autonomous driving.

Björn Fröhlich, Julian Bock, Uwe Franke

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition.

Björn Fröhlich, Erik Rodner, Michael Kemmler, Joachim Denzler

Mach. Vis. Appl., 2013

2012

Semantic Segmentation using GrabCut.

Christoph Göring, Björn Fröhlich, Joachim Denzler

Proceedings of the VISAPP 2012, 2012

Efficient semantic segmentation with Gaussian processes and histogram intersection kernels.

Alexander Freytag, Björn Fröhlich, Erik Rodner, Joachim Denzler

Proceedings of the 21st International Conference on Pattern Recognition, 2012

As Time Goes by - Anytime Semantic Segmentation with Iterative Context Forests.

Björn Fröhlich, Erik Rodner, Joachim Denzler

Proceedings of the Pattern Recognition, 2012

Semantic Segmentation with Millions of Features: Integrating Multiple Cues in a Combined Random Forest Approach.

Björn Fröhlich, Erik Rodner, Joachim Denzler

Proceedings of the Computer Vision - ACCV 2012, 2012

2010

Semantische Segmentierung.

Björn Fröhlich

Proceedings of the Informatiktage 2010, 2010

A Fast Approach for Pixelwise Labeling of Facade Images.

Björn Fröhlich, Erik Rodner, Joachim Denzler

Proceedings of the 20th International Conference on Pattern Recognition, 2010