NPGR001 Počítačové vidění a inteligentní robotika

Computer Vision and Intelligent Robotics

Winter semester 2012/2013, 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 Mondays from 10:40 to 12:10.

Lecturers

  1. prof. Ing. Václav Hlaváč, CSc.
    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), He is German and does not speak Czech, his lectures will be in English. Lectures when V. Hlaváč is on trips.
    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 01.10.2012 VH What is computer vision, image representation and its properties.
2 08.10.2012 VH Distance transformation. Image formation physics.
3 15.10.2012 BF Brightness and geometric transformations. Image preprocessing in spatial coordinates. Convolution.
4 22.10.2012 VH  Fourier transform. Image filtration in Fourier domain.
5 29.10.2012 BF Edge detection. Interest points.
6 05.11.2012 BF Pattern recognition (an overview). Image segmentation.
7 12.11.2012 BF Image segmentation, part 2. Description of objects in images.
8 19.11.2012 VH Color images. Image and video compression.
9 26.11.2012 VH 3D vision, geometry of a single camera and of more cameras. 3D reconstruction.
10 03.12.2012 VH Motion in video. Optical flow. Tracking in videosequences.
11

10.12.2012

VH Introduction to robotics. Kinematics basics.
12 17.12.2012 VH Robots sensors and actuators.
13 31.12.2013 No lecture. Holidays at MFF.
14 07.01.2013 VH Robot world representation. 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.

Oral examinations dates will be set and announced before the examination period starts.

Examination, the procedure:

Stránku spravuje Václav Hlaváč, hlavac@fel.cvut.cz
Poslední modifikace: 11.10. 2012 14:13