Selected publications:
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Chum, O., Mikulik, A., Perdoch, M. and Matas, J.:
Total Recall II: Query Expansion Revisited, CVPR 2011
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Chum, O. and Matas, J. :
Planar Affine Rectification from Change of Scale, ACCV 2010
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Mikulik, A., Perdoch, M., Chum, O. and Matas, J. :
Learning a Fine Vocabulary, ECCV 2010
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Chum, O. and Matas, J. :
Unsupervised Discovery of Co-occurrence in Sparse High Dimensional Data, CVPR 2010
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Chum, O. and Matas. J. :
Large Scale Discovery of Spatilly Related Images, PAMI, February 2010
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Chum, O., Perdoch, M., and Matas, J. :
Geometric min-Hashing: Finding a (Thick) Needle in a Haystack, CVPR 2009
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Perdoch, M., Chum, O., and Matas, J. :
Efficient Representation of Local Geometry for Large Scale Object Retrieval, CVPR 2009
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Chum, O. and Matas. J. :
Optimal Randomized RANSAC, PAMI, August 2008
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Chum, O. , Philbin, J. and Zisserman, A. :
Near Duplicate Image Detection: min-Hash and tf-idf Weighting, BMVC 2008
[ppt]
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Philbin, J., Chum, O., Isard, M., Sivic, J. and Zisserman, A. :
Lost in Quantization: Improving Particular Object Retrieval in Large Scale Image Databases
, CVPR 2008
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Chum, O., Philbin, J., Sivic, J., Isard, M. and Zisserman, A.:
Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval
, ICCV 2007
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Chum, O. and Zisserman, A.:
An Exemplar Model for Learning Object Classes, CVPR 2007
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Philbin, J., Chum, O., Isard, M., Sivic, J. and Zisserman, A.:
Object retrieval with large vocabularies and fast spatial matching, CVPR 2007
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Chum, O., Philbin, J., Isard, M. and Zisserman, A.:
Scalable Near Identical Image and Shot Detection, CIVR 2007
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Chum, O. and Matas, J.:
Geometric Hashing with Local Affine Frames, CVPR 2006
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Matas, J. and Chum, O.:
Randomized RANSAC with Sequential Probability Ratio Test, ICCV 2005
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Chum, O.; Werner, T. and Matas, J.:
Two-view Geometry Estimation Unaffected by a Dominant Plane, CVPR 2005
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Chum, O.; and Matas, J.: Matching with PROSAC - Progressive Sample Consensus
, CVPR 2005
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Chum, O.; Werner, T. and Matas, J.:
Epipolar Geometry Estimation via RANSAC Benefits from the Oriented
Epipolar Constraint, ICPR 2004
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Chum, O.; Pajdla, T. and Sturm, P.:
The Geometric Error for Homographies, CVIU Jan 2005
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Chum, O.; Matas, J. and Obdrzalek, S.:
Enhancing RANSAC by Generalized Model Optimization, ACCV 2004
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Chum, O.; Werner, T. and Pajdla, T.:
Joint Orientation of Epipoles, BMVC 2003
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Chum, O., Matas, J. and Kittler, J.: Locally Optimized
RANSAC, DAGM 2003
(C) Springer-Verlag
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Matas, J.; Chum, O.; Urban, M. and Pajdla, T.: Robust
Wide Baseline Stereo from Maximally Stable Extremal Regions,
BMVC 2002 *** Best Scientific Paper Award
***
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Chum, O. and Matas, J.: Randomized
RANSAC and T(d,d) test, BMVC 2002
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Matas, J.; Obdrzalek, S. and Chum, O.: Local
Affine Frames for Wide-Baseline Stereo, ICPR 2002
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Matas, J.; Bilek, P. and Chum, O.: Rotational
Invariants for Wide-baseline Stereo, CVWW 2002
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Chum, O.: Rekonstrukce
3D scény z korespondencí v obrazech, Master thesis 2001 (czech only)
Technical reports:
PhD thesis: