| Status | 已發表Published |
| Visual object tracking using fast three-dimensional discrete cosine transform | |
| Lin C.; Pun C.-M. | |
| 2014 | |
| Source Publication | Applied Mechanics and Materials |
| Volume | 602-605 |
| Pages | 1689-1692 |
| Abstract | A novel visual object tracking method for color video stream based on traditional particle filter is proposed in this paper. Feature vectors are extracted from coefficient matrices of fast three-dimensional Discrete Cosine Transform (fast 3-D 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 was carried out on some common used datasets in literature. The results are satisfied and showed the estimated trace follows the target object very closely. © (2014) Trans Tech Publications, Switzerland. |
| Keyword | Fast 3-D DCT Object tracking Particle filter Real-time tracker |
| DOI | 10.4028/www.scientific.net/AMM.602-605.1689 |
| URL | View the original |
| Language | 英語English |
| Fulltext Access | |
| Citation statistics | |
| Document Type | Conference paper |
| Collection | University of Macau |
| Affiliation | Universidade de Macau |
| First Author Affilication | University of Macau |
| Recommended Citation GB/T 7714 | Lin C.,Pun C.-M.. Visual object tracking using fast three-dimensional discrete cosine transform[C],2014:1689-1692. |
| APA | Lin C.,&Pun C.-M..(2014).Visual object tracking using fast three-dimensional discrete cosine transform.Applied Mechanics and Materials,602-605,1689-1692. |
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