@article{SchHirHarSch16, title = {Learning to Deblur}, author = {Schuler, C. J. and Hirsch, M. and Harmeling, S. and Sch{\"o}lkopf, B.}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {38}, number = {7}, pages = {1439-1451}, publisher = {IEEE}, year = {2016}, doi = {doi:10.1109/TPAMI.2015.2481418} } @phdthesis{Schuler2015, title = {Machine Learning Approaches to Image Deconvolution}, author = {Schuler, C.}, institution = {University of T{\"u}bingen, Germany}, school = {University of T{\"u}bingen, Germany}, month = sep, year = {2015}, doi = {}, month_numeric = {9} } @conference{LokSchSchSch15, title = {Retrospective motion correction of magnitude-input MR images}, author = {Loktyushin, A. and Schuler, C. and Scheffler, K. and Sch{\"o}lkopf, B.}, booktitle = {First International Workshop on Machine Learning Meets Medical Imaging (MLMMI 2015), held in conjunction with ICML 2015}, volume = {9487}, pages = {3-12}, series = {Lecture Notes in Computer Science}, editors = {K. K. Bhatia and H. Lombaert}, publisher = {Springer}, month = jul, year = {2015}, doi = {10.1007/978-3-319-27929-9_1}, month_numeric = {7} } @inproceedings{kiefel14gcpr, title = {Probabilistic Progress Bars}, author = {Kiefel, Martin and Schuler, Christian and Hennig, Philipp}, booktitle = {Conference on Pattern Recognition (GCPR)}, volume = { 8753}, pages = {331--341}, series = {Lecture Notes in Computer Science}, editors = {Jiang, X., Hornegger, J., and Koch, R.}, publisher = {Springer}, month = sep, year = {2014}, doi = {10.1007/978-3-319-11752-2_26}, month_numeric = {9} } @inproceedings{KohlerSSHJR2014, title = {Mask-Specific Inpainting with Deep Neural Networks}, author = {K{\"o}hler, R. and Schuler, C. and Sch{\"o}lkopf, B. and Harmeling, S.}, booktitle = {Pattern Recognition (GCPR 2014)}, pages = {523-534}, editors = {X Jiang, J Hornegger, and R Koch}, publisher = {Springer}, year = {2014}, note = {Lecture Notes in Computer Science}, doi = {10.1007/978-3-319-11752-2_43} } @inproceedings{Schuler_NIPS14, title = {Learning to Deblur}, author = {Schuler, C. J. and Hirsch, M. and Harmeling, S. and Sch{\"o}lkopf, B.}, booktitle = {NIPS 2014 Deep Learning and Representation Learning Workshop}, year = {2014}, doi = {}, url = {http://arxiv.org/abs/1406.7444} } @inproceedings{SchulerBHS2013, title = {A machine learning approach for non-blind image deconvolution}, author = {Schuler, CJ. and Burger, H. C. and Harmeling, S. and Sch{\"o}lkopf, B.}, booktitle = {IEEE Conference on Computer Vision and Pattern Recognition}, pages = {1067-1074}, publisher = {IEEE}, year = {2013}, doi = {10.1109/CVPR.2013.142} }