Object tracking using improved Camshift with SURF method

Proceedings - 2011 IEEE International Workshop on Open-Source Software for Scientific Computation, OSSC-2011

Volumn , Issue , 2011, Pages 136-141

  Li, Jianhong ^a   Zhang, Ji ^a   Zhou, Zhenhuan ^a   Guo, Wei ^a   Wang, Bo ^a   Zhao, Qingjie ^a  

^a BEIJING INSTITUTE OF TECHNOLOGY   (China)

Author keywords

improved Camshift; SURF; target tracking

Indexed keywords

CAMSHIFT; CAMSHIFT ALGORITHM; COLOR FEATURES; EFFECTIVE ALGORITHMS; ENVIRONMENT FACTORS; OBJECT TRACKING; REAL-TIME DYNAMICS; SPEEDED UP ROBUST FEATURES; SURF; TRACKING APPLICATION; TRACKING PERFORMANCE;

ALGORITHMS; INTERFERENCE SUPPRESSION; TARGET TRACKING;

COMPUTER SOFTWARE;

EID: 84861129565     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/OSSC.2011.6184709     Document Type: Conference Paper

References (12)

1. G. R. Bradski, "Computer vision face tracking for use in a perceptual user interface," Intel Technology Journal, 2nd Quarter, 1998.
2. Gang Tian, Ruimin Hu, Zhongyuan Wang, Li Zhu, "Object Tracking Algorithm Based on Meanshift Algorithm Combining with Motion Vector analysis," 2009 First International Workshop on Education Technology and Computer Science, pp.987-990, 2009.
3. Yingying Yue, Yun Gao, Xuejie Zhang, "An Improved Camshift Algorithm Based on Dynamic Background," The 1st International Conference on Information Science and Engineering (ICISE2009), pp.1141-1144, 2009.
4. Xuena Qiu, Shirong Liu, Fei Liu, "Kernel-based Target Tracking with Multiple Features Fusion," 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, pp.3112-3117, 2009.
5. Huiyu Zhou, Yuan Yuan, Chunmei Shi, "Object tracking using SIFT features and mean shift," Computer Vision and Image Understanding, pp.345-352, 2009.
6. Xuena Qiu, Qiang Lu, "Target Tracking and Localization of Binocular Mobile Robot using Camshift and SIFT," the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, pp.483-488, 2009.
7. Jieyu Zhang et al., "The Target Tracking Method Based on Camshift Algorithm Combined with SIFT," Advanced Materials Research, Vol.186, pp.281-286, 2011.
8. Gady Agam, "Introduction to programming with OpenCV,"http:// www.cs.iit.edu/~agam/cs512/lect-notes/opencv-intro/opencv-intro.html, January 27, 2006.
9. J.G. Allen, R.Y.D. Xu, J.S. Jin, "Object Tracking Using CamShift Algorithm and Multiple Quantized Feature Spaces," the Pan-Sydney area workshop on Visual information processing, pp.3-7, 2004.
10. D.G. LOWE, "Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision," vol.60, No.2, pp.91-110, 2004.
11. H. Bay, T. Tuytelaars and L. Van Gool, "SURF: Speeded Up Robust Features," Computer Vision-ECCV 2006, pp. 404-417, 2006.
12. C. Evans, "Notes on OpenSURF library," University of Bristol, Tech. Rep. CSTR-09-001, January 2009.