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Thumb_michael_hirsch
Michael Hirsch
Dr.
Position: Group Leader
Room no.: 207
Phone: +49 7071 601 1556
Fax: +49 7071 601 552

I am now leading the Computational Imaging Group in the Department of Empirical Inference at the Max Planck Institute for Intelligent Systems in Tübingen.


I am interested in a wide range of signal and image processing problems in scientific imaging as well as computational photography. My particular interest is on physical modeling and the development of efficient and novel inference schemes for inverse problems.


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2013
Conference Papers
  • S. Harmeling, M. Hirsch, B. Schölkopf (2013). On a link between kernel mean maps and Fraunhofer diffraction, with an application to super-resolution beyond the diffraction limit In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, 1083-1090, CVPR 2013
2012
Conference Papers
  • R. Köhler, M. Hirsch, B. Mohler, B. Schölkopf, S. Harmeling (2012). Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database In: Computer Vision - ECCV 2012, LNCS Vol. 7578, (Ed) A Fitzgibbon, S Lazebnik, P Perona, Y Sato, and C Schmid, Springer, Berlin, Germany, 27-40, ISBN: 978-3-642-33785-7, 12th European Conference on Computer Vision, ECCV 2012
  • CJ. Schuler, M. Hirsch, S. Harmeling, B. Schölkopf (2012). Blind Correction of Optical Aberrations In: Computer Vision - ECCV 2012, LNCS Vol. 7574, (Ed) A Fitzgibbon, S Lazebnik, P Perona, Y Sato, and C Schmid, Springer, Berlin, Germany, 187-200, ISBN: 978-3-642-33711-6, 12th IEEE European Conference on Computer Vision, ECCV 2012
Articles
  • T. Kacprzak, J. Zuntz, B. Rowe, S. Bridle, A. Refregier, A. Amara, L. Voigt, M. Hirsch (2012). Measurement and Calibration of Noise Bias in Weak Lensing Galaxy Shape Estimation Monthly Notices of the Royal Astronomical Society (MNRAS)
Theses
  • M. Hirsch (2012). Blind Deconvolution in Scientific Imaging & Computational Photography Eberhard Karls Universität Tübingen, Germany
2011
Articles
  • T. Kitching, A. Amara, M. Gill, S. Harmeling, C. Heymans, R. Massey, B. Rowe, T. Schrabback, L. Voigt, S. Balan, G. Bernstein, M. Bethge, S. Bridle, F. Courbin, M. Gentile, A. Heavens, M. Hirsch, R. Hosseini, A. Kiessling, D. Kirk, K. Kuijken, R. Mandelbaum, B. Moghaddam, G. Nurbaeva, S. Paulin-Henriksson, A. Rassat, J. Rhodes, B. Schölkopf, J. Shawe-Taylor, M. Shmakova, A. Taylor, M. Velander, L. Waerbeke, D. Witherick, D. Wittman (2011). Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Annals of Applied Statistics, 5, (3), 2231-2263
Conference Papers
  • P. Joubert, S. Nickell, F. Beck, M. Habeck, M. Hirsch, B. Schölkopf (2011). Automatic particle picking using diffusion filtering and random forest classification 6 pages, International Workshop on Microscopic Image Analysis with Application in Biology (MIAAB 2011)
Technical Reports
2010
Articles
  • S. Bridle, ST. Balan, M. Bethge, M. Gentile, S. Harmeling, C. Heymans, M. Hirsch, R. Hosseini, M. Jarvis, D. Kirk, T. Kitching, K. Kuijken, A. Lewis, S. Paulin-Henriksson, B. Schölkopf, M. Velander, L. Voigt, D. Witherick, A. Amara, G. Bernstein, F. Courbin, M. Gill, A. Heavens, R. Mandelbaum, R. Massey, B. Moghaddam, A. Rassat, A. Refregier, J. Rhodes, T. Schrabback, J. Shawe-Taylor, M. Shmakova, L. Waerbeke, D. Wittman (2010). Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Monthly Notices of the Royal Astronomical Society, 405, (3), 2044-2061
Conference Papers
  • S. Harmeling, M. Hirsch, B. Schölkopf (2010). Space-Variant Single-Image Blind Deconvolution for Removing Camera Shake In: Advances in Neural Information Processing Systems 23, (Ed) J Lafferty and CKI Williams and J Shawe-Taylor and RS Zemel and A Culotta, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, Curran, Red Hook, NY, USA, 829-837, ISBN: 978-1-617-82380-0, 24th Annual Conference on Neural Information Processing Systems (NIPS 2010)
  • S. Harmeling, S. Sra, M. Hirsch, B. Schölkopf (2010). Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM Proceedings of the 17th International Conference on Image Processing (ICIP 2010), IEEE, Institute of Electrical and Electronics Engineers, Piscataway, NJ, USA, 3313-3316, 17th International Conference on Image Processing (ICIP 2010)
  • M. Hirsch, B. Schölkopf, M. Habeck (2010). A New Algorithm for Improving the Resolution of Cryo-EM Density Maps In: Research in Computational Molecular Biology, Lecture Notes in Bioinformatics, Vol. 6044 , (Ed) B Berger, Research in Computational Molecular Biology: 14th Annual International Conference (RECOMB 2010), Springer, Berlin, Germany, 174-188, ISBN: 978-3-642-12683-3, 14th International Conference on Research in Computational Molecular Biology (RECOMB 2010)
  • M. Hirsch, S. Sra, B. Schölkopf, S. Harmeling (2010). Efficient Filter Flow for Space-Variant Multiframe Blind Deconvolution In: Proceedings of the 23rd IEEE Conference on Computer Vision and Pattern Recognition, Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), IEEE, Piscataway, NJ, USA, 607-614, ISBN: 978-1-424-47029-7, CVPR 2010
2009
Conference Papers
  • S. Harmeling, M. Hirsch, S. Sra, B. Schölkopf (2009). Online blind deconvolution for astronomical imaging Proceedings of the First IEEE International Conference Computational Photography (ICCP 2009), IEEE, Piscataway, NJ, USA, 1-7, ISBN: 978-1-4244-4534-9 , First IEEE International Conference on Computational Photography (ICCP 2009)
Technical Reports
2008
Articles