Tracking Object Using Particle Filter and DCT features
- Cong Lin, Chi-Man Pun
- Corresponding Author
- Cong Lin
Available Online July 2013.
- https://doi.org/10.2991/cse.2013.39How to use a DOI?
- Object tracking, particle filter, DCT
- In this paper, we proposed an object tracking method for video stream based on conventional particle filter. Feature vectors are extracted from coefficient matrices of Discrete Cosine Transform (DCT). The feature, as experiment showed, is very robust to occlusion and rotation and it is not sensitive to scale changes. The proposed method is efficient enough to be used in a real-time application. The experiment is carried out on some common used datasets in literature. The result is satisfied and showed the estimated trace follows the target object very closely.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Cong Lin AU - Chi-Man Pun PY - 2013/07 DA - 2013/07 TI - Tracking Object Using Particle Filter and DCT features BT - 2nd International Conference on Advances in Computer Science and Engineering (CSE 2013) PB - Atlantis Press UR - https://doi.org/10.2991/cse.2013.39 DO - https://doi.org/10.2991/cse.2013.39 ID - Lin2013/07 ER -