Michael Hirsch

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 26

Top Topics

Blind Deconvolution

Super Resolution

Retinal Fundus Images

Image Restoration

Top Venues

Publications

Tae Hyun Kim, Mehdi S. M. Sajjadi, Michael Hirsch, Bernhard Schölkopf
Spatio-Temporal Transformer Network for Video Restoration. ECCV (3) (2018)
Eduardo Pérez-Pellitero, Mehdi S. M. Sajjadi, Michael Hirsch, Bernhard Schölkopf
Photorealistic Video Super Resolution. CoRR (2018)
Jieen Chen, Michael Hirsch, Bernhard Eberhardt, Hendrik P. A. Lensch
A Computational Camera with Programmable Optics for Snapshot High-Resolution Multispectral Imaging. ACCV (3) (2018)
Matthias Bauer, Valentin Volchkov, Michael Hirsch, Bernhard Schölkopf
Automatic estimation of modulation transfer functions. ICCP (2018)
Muhammad Waleed Gondal, Bernhard Schölkopf, Michael Hirsch
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-Resolution. ECCV Workshops (5) (2018)
Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch
Discriminative Transfer Learning for General Image Restoration. IEEE Trans. Image Process. 27 (8) (2018)
Muhammad Waleed Gondal, Bernhard Schölkopf, Michael Hirsch
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution. CoRR (2018)
Matthias Bauer, Valentin Volchkov, Michael Hirsch, Bernhard Schölkopf
Automatic Estimation of Modulation Transfer Functions. CoRR (2018)
Jieen Chen, Michael Hirsch, Rainer Heintzmann, Bernhard Eberhardt, Hendrik P. A. Lensch
A Phase-coded Aperture Camera with Programmable Optics. Computational Imaging (2017)
Lei Xiao, Felix Heide, Wolfgang Heidrich, Bernhard Schölkopf, Michael Hirsch
Discriminative Transfer Learning for General Image Restoration. CoRR (2017)
Chaochao Lu, Michael Hirsch, Bernhard Schölkopf
Flexible Spatio-Temporal Networks for Video Prediction. CVPR (2017)
Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch
Online Video Deblurring via Dynamic Temporal Blending Network. ICCV (2017)
Kristof Meding, Alexander Loktyushin, Michael Hirsch
Automatic detection of motion artifacts in MR images using CNNS. ICASSP (2017)
Waleed M. Gondal, Jan M. Köhler, Rene Grzeszick, Gernot A. Fink, Michael Hirsch
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. ICIP (2017)
Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P. A. Lensch
Learning Blind Motion Deblurring. ICCV (2017)
Patrick Wieschollek, Michael Hirsch, Bernhard Schölkopf, Hendrik P. A. Lensch
Learning Blind Motion Deblurring. CoRR (2017)
Tae Hyun Kim, Kyoung Mu Lee, Bernhard Schölkopf, Michael Hirsch
Online Video Deblurring via Dynamic Temporal Blending Network. CoRR (2017)
Waleed M. Gondal, Jan M. Köhler, René Grzeszick, Gernot A. Fink, Michael Hirsch
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. CoRR (2017)
Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis. ICCV (2017)
Patrick Wieschollek, Bernhard Schölkopf, Hendrik P. A. Lensch, Michael Hirsch
End-to-End Learning for Image Burst Deblurring. ACCV (4) (2016)
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
Learning to Deblur. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Mehdi S. M. Sajjadi, Bernhard Schölkopf, Michael Hirsch
EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis. CoRR (2016)
Mehdi S. M. Sajjadi, Rolf Köhler, Bernhard Schölkopf, Michael Hirsch
Depth Estimation Through a Generative Model of Light Field Synthesis. CoRR (2016)
Lei Xiao, Jue Wang, Wolfgang Heidrich, Michael Hirsch
Learning High-Order Filters for Efficient Blind Deconvolution of Document Photographs. ECCV (3) (2016)
Mehdi S. M. Sajjadi, Rolf Köhler, Bernhard Schölkopf, Michael Hirsch
Depth Estimation Through a Generative Model of Light Field Synthesis. GCPR (2016)
Patrick Wieschollek, Michael Hirsch, Hendrik P. A. Lensch, Bernhard Schölkopf
End-to-End Learning for Image Burst Deblurring. CoRR (2016)
Michael Hirsch, Bernhard Schölkopf
Self-Calibration of Optical Lenses. ICCV (2015)
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
Learning to Deblur. CoRR (2014)
Stefan Harmeling, Michael Hirsch, Bernhard Schölkopf
On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit. CVPR (2013)
Rolf Köhler, Michael Hirsch, Bernhard Schölkopf, Stefan Harmeling
Improving alpha matting and motion blurred foreground estimation. ICIP (2013)
Rolf Köhler, Michael Hirsch, Betty J. Mohler, Bernhard Schölkopf, Stefan Harmeling
Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database. ECCV (7) (2012)
Michael Hirsch, Matthias Hofmann, Frederic Mantlik, Bernd J. Pichler, Bernhard Schölkopf, Michael Habeck
A blind deconvolution approach for pseudo CT prediction from MR image pairs. ICIP (2012)
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
Blind Correction of Optical Aberrations. ECCV (3) (2012)
Christian J. Schuler, Michael Hirsch, Stefan Harmeling, Bernhard Schölkopf
Non-stationary correction of optical aberrations. ICCV (2011)
Michael Hirsch, Bernhard Schölkopf, Michael Habeck
A Blind Deconvolution Approach for Improving the Resolution of Cryo-EM Density Maps. J. Comput. Biol. 18 (3) (2011)
Michael Hirsch, Christian J. Schuler, Stefan Harmeling, Bernhard Schölkopf
Fast removal of non-uniform camera shake. ICCV (2011)
Stefan Harmeling, Michael Hirsch, Bernhard Schölkopf
Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake. NIPS (2010)
Michael Hirsch, Bernhard Schölkopf, Michael Habeck
A New Algorithm for Improving the Resolution of Cryo-EM Density Maps. RECOMB (2010)
Stefan Harmeling, Suvrit Sra, Michael Hirsch, Bernhard Schölkopf
Multiframe blind deconvolution, super-resolution, and saturation correction via incremental EM. ICIP (2010)
Michael Hirsch, Suvrit Sra, Bernhard Schölkopf, Stefan Harmeling
Efficient filter flow for space-variant multiframe blind deconvolution. CVPR (2010)
Michael Hirsch, Michael Habeck
Mixture models for protein structure ensembles. Bioinform. 24 (19) (2008)