Ondrej Chum
Professor
I am leading a team within the Visual Recognition Group at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague. I received the MSc degree in computer science from Charles University, Prague, in 2001 and the PhD degree from the Czech Technical University in Prague, in 2005. From 2006 to 2007, I was a postdoctoral researcher at the Visual Geometry Group, University of Oxford, United Kingdom. My research interests include large-scale image and particular object retrieval, object recognition, and robust estimation of geometric models. I am a member of Image and Vision Computing editorial board, and I have served as an area chair at major international conferences (e.g., ICCV, ECCV, CVPR, WACV and BMVC). I co-organize Computer Vision and Sports Summers School in Prague. I was the recipient of the Best Paper Prize at the BMVC 2002, Best Science Paper Honorable mention at BMVC 2017, and Saburo Tsuji Best Paper Award at ACCV 2018. I was awarded the 2012 Outstanding Young Researcher in Image & Vision Computing runner up for researchers within seven years of their PhD. Complete list of awards below. [. . .]
CV
Professor
I am leading a team within the Visual Recognition Group at the Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague. I received the MSc degree in computer science from Charles University, Prague, in 2001 and the PhD degree from the Czech Technical University in Prague, in 2005. From 2006 to 2007, I was a postdoctoral researcher at the Visual Geometry Group, University of Oxford, United Kingdom. My research interests include large-scale image and particular object retrieval, object recognition, and robust estimation of geometric models. I am a member of Image and Vision Computing editorial board, and I have served as an area chair at major international conferences (e.g., ICCV, ECCV, CVPR, WACV and BMVC). I co-organize Computer Vision and Sports Summers School in Prague. I was the recipient of the Best Paper Prize at the BMVC 2002, Best Science Paper Honorable mention at BMVC 2017, and Saburo Tsuji Best Paper Award at ACCV 2018. I was awarded the 2012 Outstanding Young Researcher in Image & Vision Computing runner up for researchers within seven years of their PhD. Complete list of awards below. [. . .]
@article{Pritts-PAMI20,
title = {Minimal Solvers for Rectifying from Radially-Distorted Conjugate Translations},
author = {Pritts, J. and Kukelova, Z. and Larsson, V. and Lochman, Y. and Chum, O.},
journal = {IEEE TPAMI},
year = {2020},
number = {},
pages = {1-1},
volume = {}
}
@article{Pritts-IJCV20,
title = {Minimal Solvers for Rectifying from Radially-Distorted Scales and
Change of Scales},
author = {Pritts, J. and Kukelova, Z. and Larsson, V. and Lochman, Y. and Chum, O.},
journal = {IJCV},
year = {2020},
number = {4},
pages = {950--968},
volume = {128}
}
@article{Radenovic-PAMI19,
title = {Fine-tuning {CNN} Image Retrieval with No Human Annotation},
author = {Radenovic, F. and Tolias, G. and Chum, O.},
journal = {TPAMI},
year = {2019},
number = {7},
pages = {1655--1668},
volume = {41}
}
@article{Chum-ICV17,
title = {Optimizing Explicit Feature Maps on Intervals},
author = {Chum, O.},
journal = {Image and Vision Computing},
year = {2017},
issn = {0262-8856},
number = {Supplement C},
pages = {36 - 47},
volume = {66}
}
USAC: A Universal Framework for Random Sample Consensus.
R. Raguram, O. Chum, M. Pollefeys, J. Matas, J.-M. Frahm
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
R. Raguram, O. Chum, M. Pollefeys, J. Matas, J.-M. Frahm
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013
@article{Raguram-PAMI13,
title = {{USAC}: A Universal Framework for Random Sample Consensus.},
author = {Raguram, R. and Chum, O. and Pollefeys, M. and Matas, J. and Frahm, J.-M.},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2013},
number = {8},
pages = {2022-2038},
volume = {35}
}
@article{Mikulik-IJCV12,
title = {Learning Vocabularies over a Fine Quantization},
author = {Mikulik, A. and Perdoch, M. and Chum, O. and Matas, J.},
journal = {International Journal of Computer Vision},
year = {2012},
pages = {1-13},
publisher = {Springer US}
}
@article{Chum-PAMI10,
title = {Large-Scale Discovery of Spatially Related Images},
author = {Chum, O. and Matas, J.},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2010},
pages = {371-377},
publisher = {IEEE},
volume = {32}
}
@article{Chum-PAMI08,
title = {Optimal Randomized {RANSAC}},
author = {Chum, O. and Matas, J.},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
year = {2008},
number = {8},
pages = {1472--1482},
publisher = {IEEE},
volume = {30}
}
@article{Chum-CVIU05,
title = {The Geometric Error for Homographies},
author = {Chum, O. and Pajdla, T. and Sturm, P.},
journal = {Computer Vision and Image Understanding},
year = {2005},
address = {Amsterdam, The Netherlands},
issn = {1077-3142},
month = {January},
number = {1},
pages = {86-102},
publisher = {Elsevier Science},
volume = {97}
}
Robust Wide-baseline Stereo from Maximally Stable Extremal Regions
J. Matas, O. Chum, M. Urban, T. Pajdla
Image and Vision Computing, 2004
J. Matas, O. Chum, M. Urban, T. Pajdla
Image and Vision Computing, 2004
[bib]
@article{Matas-IVC04a,
title = {Robust Wide-baseline Stereo from Maximally Stable Extremal Regions},
author = {Matas, J. and Chum, O. and Urban, M. and Pajdla, T.},
journal = {Image and Vision Computing},
year = {2004},
address = {Amsterdam, The Netherlands},
issn = {0262-8856},
month = {Sep},
number = {10},
pages = {761--767},
publisher = {Elsevier Science},
volume = {22}
}
@article{Matas-IVC04b,
title = {Randomized {RANSAC} with ${T}_{d,d}$ test},
author = {Matas, J. and Chum, O.},
journal = {Image and Vision Computing},
year = {2004},
address = {Amsterdam, The Netherlands},
issn = {0262-8856},
month = {September},
number = {10},
pages = {837--842},
publisher = {Elsevier Science},
volume = {22}
}