Pedestrian tracking in infrared image sequences using wavelet entropy features

PACIIA 2009 - 2009 2nd Asia-Pacific Conference on Computational Intelligence and Industrial Applications

Volumn 1, Issue , 2009, Pages 288-291

  Li, Jianfu ^a,b   Wang, Yong ^a,b  

^a CHONGQING UNIVERSITY   (China)

^b CHONGQING UNIVERSITY OF EDUCATION   (China)

Author keywords

Infrared images; Particle filter; Pedestrian tracking; Wavelet entropy

Indexed keywords

INFRARED IMAGE SEQUENCE; INFRARED IMAGERY; INFRARED IMAGES; PARTICLE FILTER; PEDESTRIAN TRACKING; REGIONS OF INTEREST; REPRESENTATION MODEL; SAMPLE DISTRIBUTIONS; SEQUENTIAL MONTE CARLO METHODS; WAVELET ENTROPIES;

ARTIFICIAL INTELLIGENCE; IMAGING SYSTEMS; INDUSTRIAL APPLICATIONS; INFRARED IMAGING; MONTE CARLO METHODS; NONLINEAR FILTERING;

ENTROPY;

EID: 77749255455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PACIIA.2009.5406435     Document Type: Conference Paper

References (17)

1. J.Zhou and J.Hoang, "Real time robust human detection and tracking system", in Proceedings of the 2nd Joint IEEE International Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum,San Diego,Calif,USA,June 2005.
2. O. Tsimhoni and P. Green, "Time-sharing of a visual in-vehicle task while driving: effects of four key constructs", Proceedings of the International Symposium on Automobile Lighting, Darmstadt, Germany.
3. D. Ross, 1. Lim, and M.-H. Yang, "Adaptive probabilistic visual tracking with incremental subspace update", In Proceedings of the Eighth European Conference on Computer Vision, volume 2, pp. 470482,2004.
4. M. Yasuno, N. Yasuda, M.Aoki, "Pedestrian detection and tracking in far infrared images", in Conference on Computer Vision and Pattern Recognition Workshop, 27-02 June 2004,pp. 125-131.
5. C. Dai, Y. Zheng, X. Li, "Layered representation for pedestrian detection and tracking in infrared imagery", in 2nd Joint IEEE International Workshop on Object Tracking and Classification in and Beyond the Visible Spectrum, San Diego, CA,USA,June 20,2005.
6. M.G. Di Bono, G. Pieri and O. Salvetti, "Multimedia target tracking through feature detection and database retrieval", in Proceeding of the 22nd International Conference on Machine Learning-Workshop on Machine Learning Techniques for Processing Multimedia Content(ICML 2005), Bonn, Germany, 11th August 2005, pp. 19-22.
7. F.L. Xu, X. Liu and K. Fujimura, "Pedestrian detection and tracking with night vision", IEEE Transaction on Intelligent Transportation Systems, 2005, 6(1):63-71.
8. E. Goubet, 1. Katz and F. Porikli, "Pedestrian tracking using thermal infrared imaging", Mitsubishi Electric Research Laboratories, Technical Report, TR2005-126.
9. Yanxia Wang, Qiuqi Ruan,Xin Pan, "Palmprint recognition method using dual-tree complex wavelet transform and local binary pattern histogram", International Symposium on Intelligent Signal Processing and Communication Systems, 2007:646-649.
10. S. Hatipoglu, S.K. Mitra, N. Kingsbury, "Texture classification using dual-tree complex wavelet transform", 7th International Conference on Image Processing and its Applications, Manchester, UK, 1999, p. 344-347.
11. Adeel Mumtaz, S.A.M. Gilani,Tahir Jameel, "A Novel Color Image Retrieval System Based On Dual Tree Complex Wavelet Transform and Support Vector Machines", 10th IEEE International Multitopic Conference.2006: 163-168.
12. N.G. Kingsbury, "The Dual Tree Complex Wavelet Transform: a new efficient tool for image restoration and enhancement", Proc. European Signal Processing Conf. Spetempber,1998:319-322.
13. N.G. Kingsbury, "Complex wavelets for shift invariant analysis and filtering of signals", Applied and Computational Harmonic Analysis, 2002, 10(3): 234 - 253.
14. I. W. Selesnick, R. G. Baraniuk and N. G. Kingsbury, "The Dual-Tree Complex Wavelet Transform", IEEE Signal Processing magazine, Vol, 22, NO.6. (2005), pp: 123-151.
15. Weixin Ren, Zengshou Sun, "Structural damage identification by using wavelet entropy", Engineering Structures, 2008,30(10):2840-2849.
16. M.Sanjeev Arulampalam, Simon Maskell and Neil Gordon, "A tutorial on particle filters for online onlinear/ono-Gaussian Bayesian tracking", IEEE Transactions on Signal Processing, 2002,50(2): 174-188.
17. Davis and M. Keck, "A two-stage approach to person detection in thermal imagery", IEEE Workshop on Applications of Computer Vision, 2005, 1: 364-369.