Research Interests

• Design of a visual system for an autonomous robot, work for the Darwin project

• Large-scale object retrieval, our ECCV 2008 demo (requires login)

• Symmetry and repetitive pattern detection

• Edge-based object recognition and categorization

• Wide-baseline stereo matching, feature detection

• Students: Jan Hadáček, Radek Daněček

Teaching

• Metody počítačového vidění (Methods in computer vision).

  • Přednášky (Lectures).
  • Cvičení (Labs), Rozvrh (Schedule), Forum.

• Pokročilá algoritmizace (Advanced Algoritmization).

  • Přednášky (Lectures).
  • Cvičení (Labs), Rozvrh (Schedule), Forum.

Publications

2012

• Mikulik A., Perdoch M., Chum O., Matas J.:Learning Vocabularies over a Fine Quantization. International Journal of Computer Vision, IJCV December 2012. [pdf][bib]

2011

• Perdoch M.: Maximally Stable Extremal Regions and Local Geometry for Visual Correspondences. PhD thesis. [PhD thesis statement][binaries].
• Lemaitre C., Perdoch M., Rahmoune A., Matas J., Miteran J.: Detection and matching of curvilinear structures. Pattern Recognition 44(2011): 1514-1527.
• Chum O., Mikulik A., Perdoch M., Matas J.: Total Recall II: Query Expansion Revisited. In proceedings of CVPR11. June 2011.[pdf][bib]

2010

• Cech J., Matas J., Perdoch M.: Efficient Sequential Correspondence Selection by Cosegmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI 32(9):1568-1581,Sept. 2010.[pdf][bib]
• Mikulik A., Perdoch M., Chum O., Matas J.: Learning a Fine Vocabulary. In proceedings of ECCV10. [pdf][bib]
• Doubek P., Matas J., Perdoch M., Chum O.: Image Matching and Retrieval by Repetitive Patterns . In proceedings of ICPR10. [pdf][ppt][bib]
• Mikulik A., Matas J., Perdoch M., Chum O.: Construction of Precise Local Affine Frames. In proceedings of ICPR10. [pdf][bib]

2009

• Perdoch, M. and Chum, O. and Matas, J.: Efficient Representation of Local Geometry for Large Scale Object Retrieval. In proceedings of CVPR09. June 2009.[talk][bib][binaries]
• Chum, O. and Perdoch, M. and Matas, J.: Geometric min-Hashing: Finding a (Thick) Needle in a Haystack. In proceedings of CVPR09. June 2009.[bib][binaries]

2008

• Obdrzalek S., Perdoch M., Matas J.: Dense Linear-Time Correspondences for Tracking. In proceedings of VLMP08. June 2008. [bib]
• Cech J., Matas J., Perdoch M.: Efficient Sequential Correspondence Selection by Cosegmentation. In proceedings of CVPR08. June 2008 [bib]
• Doubek P., Perdoch M., Matas J., Sochman J.: Mobile Mapping of Vertical Traffic Infrastructure. In proceedings of CVWW08, February 2008.[bib]

2007 and older

• Perdoch M., Matas J., Obdrzalek S.: Stable Affine Frames on Isophotes. In proceedings of ICCV07, October 2007. [pdf][ppt][bib]
• Cornelius H., Perdoch M., Matas J., Loy G.: Efficient Symmetry Detection Using Local Affine Frames. In proceedings of SCIA07, June 2007. [bib]
• Perdoch M., Matas J., Chum O.: Epipolar Geometry from Two Correspondences. In proceedings of ICPR06, August 2006. [bib]
• D. Martinec, J. Matas, M. Perdoch, O. Chum, S. Obdrzalek, T. Pajdla, and T. Werner. *** The second place in the ICCV2005 Computer Vision Contest ***
• Perdoch M.: Invariant detection of stable regions in 2D images, Czech Technical University 2004, master thesis.
• Kostelnik R., Lacko P., Perdoch M., Torok T, Ziegler J., Bielikova M., Krajcovic T.: BlueMedica - Wireless Medical Data Access Appliance, JEEEC, Vol 52, 09-10 (2001) 311-315.
• Perdoch M., Kostelnik R., Lacko P., Torok T, Ziegler J.: Solving a real-world problem of network communication system, FEE STU Bratislava 2001, thesis.

Links

• Collection of various useful bits and pieces.