chum@cmp.felk.cvut.cz
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. [. . .]
Graph convolutional networks for learning with few clean and many noisy labels
Graph convolutional networks for learning with few clean and many noisy labels
A. Iscen, G. Tolias, Y. Avrithis, O. Chum, C. Schmid
ECCV, 2020
[pdf | bib]
@inproceedings{Iscen-ECCV20,
 title = {Graph convolutional networks for learning with few clean and many noisy labels},
 author = {Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O., and Schmid, C.},
 booktitle = {ECCV},
 year = {2020}
}
Linking Art through Human Poses
Linking Art through Human Poses
T. Jenicek, O. Chum
ICDAR, 2019
[pdf | arXiv | bib]
@inproceedings{Jenicek-ICDAR19,
 title = {Linking Art through Human Poses},
 author = {Jenicek, T. and Chum, O.},
 booktitle = {ICDAR},
 year = {2019}
}
Label Propagation for Deep Semi-supervised Learning
Label Propagation for Deep Semi-supervised Learning
A. Iscen, G. Tolias, Y. Avrithis, O. Chum
CVPR, 2019
[pdf | arXiv | bib]
@inproceedings{Iscen-CVPR19,
 title = {Label Propagation for Deep Semi-supervised Learning},
 author = {Iscen, A. and Tolias, G. and Avrithis, Y. and Chum, O.},
 booktitle = {CVPR},
 year = {2019}
}
Optimizing Explicit Feature Maps on Intervals
Optimizing Explicit Feature Maps on Intervals
O. Chum
Image and Vision Computing, 2017
[pdf | doi | bib]
@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}
}
From Dusk till Dawn: Modeling in the Dark
From Dusk till Dawn: Modeling in the Dark
F. Radenovic, J. Schonberger, D. Ji, J.-M. Frahm, O. Chum, J. Matas
CVPR, 2016
[pdf | bib]
@inproceedings{Radenovic-CVPR16,
 title = {From Dusk till Dawn: Modeling in the Dark},
 author = {Radenovi\'{c}, F. and Sch\"{o}nberger, J. and Ji, D. and Frahm, J.-M. and Chum, O. and Matas, J.},
 booktitle = {CVPR},
 year = {2016}
}
Coplanar Repeats by Energy Minimization
Coplanar Repeats by Energy Minimization
J. Pritts, D. Rozumnyi, M. Kumar, O. Chum
BMVC, 2016
[pdf | bib]
@inproceedings{Pritts-BMVC16,
 title = {Coplanar Repeats by Energy Minimization},
 author = {Pritts, J. and Rozumnyi, D. and Kumar, M. P. and Chum, O.},
 booktitle = {BMVC},
 year = {2016}
}
Low Dimensional Explicit Feature Maps
Low Dimensional Explicit Feature Maps
Ondrej Chum
ICCV, 2015
[pdf | code | bib]
@inproceedings{Chum-ICCV15,
 title = {Low Dimensional Explicit Feature Maps},
 author = {Chum, Ond\v{r}ej},
 booktitle = {ICCV},
 year = {2015}
}
Towards Visual Words to Words
Towards Visual Words to Words
R. Mehta, O. Chum, J. Matas
ICDAR, 2015
[pdf | bib]
@inproceedings{Mehta-ICDAR15,
 title = {Towards Visual Words to Words},
 author = {Mehta, R. and Chum, O. and Matas, J.},
 booktitle = {ICDAR},
 year = {2015}
}
Camera Elevation Estimation from a Single Mountain Landscape Photograph
Camera Elevation Estimation from a Single Mountain Landscape Photograph
M. Cadik, J. Vasicek, M. Hradis, F. Radenovic, O. Chum
BMVC, 2015
[pdf | project | data | bib]
@inproceedings{Cadik-BMVC15,
 title = {Camera Elevation Estimation from a Single Mountain Landscape Photograph},
 author = {\v{C}ad\'{\i}k, M. and Va\v{s}\'{i}\v{c}ek, J. and Hradi\v{s}, M. and Radenovi{\' c}, F. and Chum, O.},
 booktitle = {BMVC},
 year = {2015}
}
An Exemplar Model for Learning Object Classes
An Exemplar Model for Learning Object Classes
O. Chum, A. Zisserman
CVPR, 2007
[pdf | bib]
@inproceedings{Chum-CVPR07,
 title = {An Exemplar Model for Learning Object Classes},
 author = {Chum, O. and Zisserman, A.},
 booktitle = {CVPR},
 year = {2007}
}