Department of Cybernetics
| List |
| Bachelor thesis: | Object Tracking for Robotic Formation Control ( PDF ) |
|---|---|
| Author: | Pospíšil Martin |
| Supervisor: | Ing. Jan Faigl Ph.D. |
| Keywords: | Computer Vision,Mobile Robotics |
| Abstract: | This thesis deals with verifying the novel entropy-based segmentation algorithm for extracting a moving object from a moving platform, which is proposed in article [1].
The algorithm uses image correction based on combining optical flow and matched features, entropy from information theory to determine best informative attribute, Gaussian Distributions applied to the histogram of features to building clusters and target modeling and matching.
[1] Hyeun Jeong Min and N. Papanikolopoulos. Entropy-based motion segmentation from a moving platform. In Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ
International Conference on, pages 4559 –4564, oct. 2009. doi:10.1109/IROS.2009.5354832..
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| Submited: | May 2012 |
| More info: |
Department of Cybernetics, © 1996-2007

This thesis deals with verifying the novel entropy-based segmentation algorithm for extracting a moving object from a moving platform, which is proposed in article [1].
The algorithm uses image correction based on combining optical flow and matched features, entropy from information theory to determine best informative attribute, Gaussian Distributions applied to the histogram of features to building clusters and target modeling and matching.
[1] Hyeun Jeong Min and N. Papanikolopoulos. Entropy-based motion segmentation from a moving platform. In Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ
International Conference on, pages 4559 –4564, oct. 2009. doi:10.1109/IROS.2009.5354832..