Human identification from human movements

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2009, Pages 2585-2588

  Gkalelis, Nikolaos ^a,b   Tefas, Anastasios ^b   Pitas, Ioannis ^a,b  

^a INFORMATION TECHNOLOGIES INSTITUTE   (Greece)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFIERS; DISCRIMINANT ANALYSIS; FACE RECOGNITION; IMAGING SYSTEMS;

FINAL DECISION; FUZZY VECTOR QUANTIZATION; HUMAN IDENTIFICATION; HUMAN MOVEMENTS; HUMAN RECOGNITION; INDIVIDUAL CLASSIFIERS; LINEAR DISCRIMINANT ANALYSIS; MULTI-MODAL;

VECTOR QUANTIZATION;

EID: 77951964942     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5413916     Document Type: Conference Paper

References (11)

1. A. Kale, A. Sundaresan, A. N. Rajagopalan, N. P. Cuntoor, A. K. Roy-Chowdhury, V. Kruger, and R. Chellappa: Identification of Humans Using Gait. IEEE Trans. Image Process., vol. 13, no. 9, pp. 1163-1173 (2004)
2. N.V. Boulgouris, D. Hatzinakos, K.N. Plataniotis: Gait recognition: a challenging signal processing technology for biometric identification. IEEE Signal Processing Magazine, vol. 22, no. 6, pp. 78-90 (2005)
3. S. Sarkar, P.J. Phillips, Z. Liu, I.R. Vega, P. Grother, K.W. Bowyer: The humanID gait challenge problem: data sets, performance, and analysis. IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 2, pp. 162-177 (2005)
4. D. Xu, S. Yan; D. Tao, S. Lin, H. J. Zhang: Marginal fisher analysis and its variants for human gait recognition and content-based image retrieval. IEEE Trans. Image Process., vol. 16, no. 11, pp. 2811-2821 (2007)
5. A.W.M. Smeulders, M. Worring,S. Santini, A. Gupta, R. Jain: Content-based image retrieval at the end of the early years. IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 12, pp. 1349-1380 (2000)
6. C. Y. Yam, M. S. Nixon, J. N. Carter: Gait Recognition By Walking and Running: A Model-Based Approach. In: Proceedings Asian Conference on Computer Vision, ACCV, (2002)
7. P. Turaga, R. Chellappa, V. S. Subrahmanian, O. Udrea: Machine recognition of human activities: A survey. IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1473-1488 (2008)
8. N. Gkalelis, A. Tefas, I. Pitas: Combining fuzzy vector quantization with linear discriminant analysis for continuous human movement recognition. IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1511-1521 (2008)
9. J. Yang, A.F. Frangi, J. Y. Yang, D. Zhang, Z. Jin: KPCA plus LDA: a complete kernel Fisher discriminant framework for feature extraction and recognition. IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 2, pp. 230-244 (2005)
10. J. Kittler, M. Hatef, R. P. W. Duin, J. Matas: On combining classifiers. IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 3, pp. 226-239 (1998)
11. L. Gorelick, M. Blank, E. Shechtman, M. Irani, R. Basri: Actions as Space-Time Shapes. IEEE Trans. Pattern Anal. Mach. Intell.,vol. 29, no. 12, pp. 2247-2253 (2007)