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Philipp Fischer
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PhD Student
Computer Vision Lab
Chair of Pattern Recognition and Image Processing
Department of Computer Science
University of Freiburg

Office location:
Georges-Köhler-Allee, Building 052, 2nd floor (1. OG), Room 01-019
79110 Freiburg im Breisgau, Germany

Phone:
+49-(0)761-203-8287
Fax: +49-(0)761-203-8262
Email: (Enable javascript to see mail address)
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How to find me

Freiburg
Freiburg in Germany
Freiburg
Freiburg
Technical Faculty in Freiburg
Technical Faculty
Freiburg
Building 052 in Technical Faculty
Buildg. 052
Freiburg
Room 01-019 in Building 052
Room 01-019
on 2nd floor

Research Interests

  • Deep Learning with Convolutional Neural Networks

  • Optical Flow, Scene Flow

Publications

2018
Journal
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?   Paperpaper-1801.06397.pdf doi> Project
Nikolaus Mayer, Eddy Ilg, Philipp Fischer, C. Hazirbas, D. Cremers, Alexey Dosovitskiy, Thomas Brox
International Journal of Computer Vision, 126(9): 942--960, Sep 2018
 
2016
Journal
A benchmark for comparison of dental radiography analysis algorithms   doi>
C. Wang, C. Huang, J. Lee, C. Li, S. Chang, M. Siao, T. Lai, B. Ibragimov, T. Vrtovec, Olaf Ronneberger, Philipp Fischer, T. Cootes, C. Lindner
Medical Image Analysis, 31: 63-76, Jul 2016
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks   PaperExemplarCNN_PAMI_final.pdf doi>
Alexey Dosovitskiy, Philipp Fischer, J. Springenberg, M. Riedmiller, Thomas Brox
IEEE Transactions on Pattern Analysis and Machine Intelligence, 38(9): 1734-1747, Oct 2016

Conference
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation   Paperpaper-MIFDB16.pdf doi> Code/data Project
Nikolaus Mayer, Eddy Ilg, P. Häusser, Philipp Fischer, D. Cremers, Alexey Dosovitskiy, Thomas Brox
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016
 
2015

Conference
U-Net: Convolutional Networks for Biomedical Image Segmentation   doi> Code/data
Olaf Ronneberger, Philipp Fischer, Thomas Brox
Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, LNCS, Vol.9351: 234--241, 2015
FlowNet: Learning Optical Flow with Convolutional Networks   Paperflownet.pdf Code/data
Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, P. Häusser, C. Hazırbaş, V. Golkov, P. Smagt, D. Cremers, Thomas Brox
IEEE International Conference on Computer Vision (ICCV), 2015
Image Orientation Estimation with Convolutional Networks   Paperimage_orientation.pdf
Philipp Fischer, Alexey Dosovitskiy, Thomas Brox
German Conference on Pattern Recognition (GCPR), Springer, 2015
 
2014

Conference
Image Descriptors based on Curvature Histograms   Papergcpr2014_curvature.pdf
Philipp Fischer, Thomas Brox
German Conference on Pattern Recognition (GCPR), Springer, LNCS, 2014

Others
Descriptor Matching with Convolutional Neural Networks: a Comparison to SIFT   Paper1405.5769v1.pdf
Philipp Fischer, Alexey Dosovitskiy, Thomas Brox
Technical Report 1405.5769, arXiv(1405.5769), May 2014
 
2013

Conference
Discriminative Detection and Alignment in Volumetric Data   Papergcpr2013_dmai.pdf doi>
Dominic Mai, Philipp Fischer, T. Blein, J. Dürr, K. Palme, Thomas Brox, Olaf Ronneberger
Pattern Recognition (GCPR 2013), Springer, LNCS, Vol.8142: 205-214, 2013