NPGR001 Počítačové vidění a inteligentní robotika

Computer Vision and Intelligent Robotics

Winter semester 2010/2011, 90 minutes lecture a week, without seminar or labs.

The lecture takes place in the MFF UK building Malostranském náměstí 25, lecture theatre S9 on Fridays from 10:40 to 12:10.

Lecturers

  1. prof. Ing. Václav Hlaváč, CSc. (VH, going to be on a sabbatical in the King Abdullah University of Science and Technology, Saudi Arabia, from November 1, 2010 till March 1, 2011)
    Faculty of Electrical Engineering, Czech Technical University in Prague, Department of Cybernetics, Center for Machine Perception
    121 35 Praha 2, Karlovo náměstí 13, building G, room G101, phone 224 357 465
    hlavac@fel.cvut.cz
    , http://cmp.felk.cvut.cz/~hlavac
  2. Doc. Dr. Boris Flach (BF), Němec, nemluví česky, přednášet bude anglicky
    Faculty of Electrical Engineering, Czech Technical University in Prague, Department of Cybernetics, Center for Machine Perception
    121 35 Praha 2, Karlovo náměstí 13, building G, room G101, phone
    224 355 776
    flachbor@fel.cvut.cz, http://cmp.felk.cvut.cz/~flachbor/


Program přednášek 

No. Date Who Lecture topics
1 01.10.2010 No lecture because are on a seminar abroad. The lecture will be replaced by the excursion to the Center for Machine Perception, CTU Prague.
2 08.10.2010 BF What is computer vision, image representation and its properties, image formation physics. Image as 2D signal. Fourier transform. Image filtration in Fourier domain.
3 15.10.2010 VH Image preprocessing in spatial coordinates. Convolution.
4 22.10.2010 VH Color images.
5 29.10.2010 VH Image and video compression.
6 05.11.2010 BF Edge detection. Interest points.
7 12.11.2010 BF  Pattern recognition (an overview). Image segmentation.
8 19.11.2010 BF Image segmentation, part 2. Description of objects in images.
9 26.11.2010 BF 3D vision, geometry of a single camera and of more cameras.
10 03.12.2010 BF Correspondence problem. Reconstruction of a 3D scene from 2D images.
11

10.12.2010

BF Motion in video. Motion detection. Optical flow.
12 17.12.2010 BF Tracking in videosequences.
13 07.01.2011 BF Introduction to robotics. Kinematics.
14 14.01.2011 BF Robots sensors. Robot planning. Cognitive robotics..

Presentations on lectures in electronic form: available on www,

 Recommended literature:

  1. Hlaváč V., Sedláček M.: Zpracování signálu a obrazu, skriptum FEL ČVUT,  Vydavatelství ČVUT, 2. vydání, Praha 2004 (od kapitoly 8).
  2. Šonka M., Hlaváč V., Boyle R.: Image Processing, Analysis, and Machine Vision, 3rd Edition, Thomson Engineering, Toronto, Canada, 2007, 829 s.
    The chapters from the older second edtion from in pdf. Only for your personal use, please do not make available to others.
    kap. 5 (segmentace), kap. 6 (popis objektů), kap. 9 (3D vidění, geometrie, radiometrie), kap. 10 (použití 3D vidění).
  3. Svoboda T., Kybic J., Hlaváč V.: Image Processing, Analysis, and Machine Vision - A MATLAB Companion. Thomson Engineering, Toronto, Canada 2007, 255 s. K dispozici jsou volně řešené příklady, viz http://visionbook.felk.cvut.cz/

Excursion, research collaboration offer or supervision of a diploma theisis. Lecturers belong to a relatively large research team of 30 researchers. The lecturers will arrange with the students the visit/excursion to the Center for Machine Perception. The wide range of research is going to be seen. The students will be offered the possibility to participate on the research. Some students might consider to take the diploma thesis topic from the CMP too.

Examination date Friday, 18.02.11, 9:00 am, building G, room 205 (see How to get to us)

Examination, the procedure:

Stránku spravuje Václav Hlaváč, hlavac@fel.cvut.cz
Poslední modifikace: 22.09. 2010 17:40