NPGR001 Počítačové vidění a inteligentní robotika

Computer Vision and Intelligent Robotics

Winter semester 2011/2012, 90 minutes lecture a week, without seminar or labs.

The lecture takes place in the MFF UK building Malostranském náměstí 25, lecture theatre S4 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 03.10.2011 VH What is computer vision, image representation and its properties.
2 10.10.2011 VH Distance transformation. Brightness and geometric transformations.
3 17.10.2011 VH Image as 2D signal. Fourier transform. Image filtration in Fourier domain.
4 24.10.2011 BF Image formation physics. Color images.
5 31.10.2011 VH Image preprocessing in spatial coordinates. Convolution. Edge detection. Interest points.
6 07.11.2011 VH Image and video compression.
7 14.11.2011 VH Pattern recognition (an overview). Image segmentation.
8 21.11.2011 VH Image segmentation, part 2. Description of objects in images.
9 28.11.2011 VH 3D vision, geometry of a single camera and of more cameras.
10 05.12.2011 VH Correspondence problem. Reconstruction of a 3D scene from 2D images.
11

12.12.2011

VH Motion in video. Motion detection. Optical flow. Tracking in videosequences.
12 19.12.2011 VH Introduction to robotics. Kinematics.
13 02.01.2012 No lecture. Christmass holidays at MFF.
14 09.01.2012 VH 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.

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. 2011 06:14