CamShift tracker based on image moments

Beijing Gongye Daxue Xuebao/Journal of Beijing University of Technology

Volumn 38, Issue 1, 2012, Pages 105-109

  Shen, Xuan Jing ^a   Zhang, Bo ^a  

^a JILIN UNIVERSITY   (China)

Author keywords

CamShift algorithm; Image moments; Kernel density estimation; Object tracking

Indexed keywords

CAMSHIFT; CAMSHIFT ALGORITHM; CHANGE OF SCALE; COLOR DISTRIBUTION; IMAGE MOMENTS; KERNEL DENSITY ESTIMATION; MOVING OBJECTS; MOVING TARGETS; OBJECT TRACKING; PARTIAL OCCLUSIONS; REAL TIME; TRACKING PRECISION; VIDEO SEQUENCES;

ENGINEERING; RESEARCH;

ALGORITHMS;

EID: 84863276323     PISSN: 02540037     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. HOU Zhi-qiang, HAN Chong-zhao. A survey of visual tracking [J]. Acta Automatica Sinica, 2006, 32(4): 603-612. (in Chinese)
2. DORIN C, PETER M. MeanShift: a robust approach toward feature space analysis [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(5): 603-619.
3. MICHAEL I, ANDREW B. Condensation-conditional density propagation for visual tracking [J]. International Journal of Computer Vision, 1998, 29(1): 5-28.
4. WEN Zhi-qiang, CAI Zi-xing. Errors of bhattacharyya coefficient and its reduction in object tracking [J]. Chinese Journal of Computers, 2008, 31(7): 1165-1174. (in Chinese)
5. ZHANG Bo. Research on visual tracking algorithm based on particle filter [D]. Shanghai: Department of Instrument Science and Engineering, School of Electronic, Information and Electrical Engineering, Shanghai Jiaotong University, 2007. (in Chinese)
6. ZUO Jun-yi, LIANG Yan, PAN Quan, et al. CamShift tracker based on multiple color distribution models [J]. Acta Automatica Sinica, 2008, 34(7): 736-742. (in Chinese)
7. GONZALEZ R C, WOODS R E. 2005: 545-548.
8. WANG Xiao-hong. Moments technique and its applications in image processing and recognition [D]. Xi'an: Department of Computer Science and Engineering, Northwestern Polytechnical University, 2001. (in Chinese)
9. SHEN Zhi-xi, YANG Xin, HUANG Xi-yue. Study on target model update method in mean shift algorithm [J]. Acta Automatica Sinica, 2009, 35(5): 478-483. (in Chinese)