Remarks on human body posture estimation using neural network and Kalman filter

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 3, Issue , 2005, Pages 2495-2500

  Takahashi, Kazuhiko ^a   Naemura, Masahide ^b  

^a DOSHISHA UNIVERSITY   (Japan)

^b ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

Author keywords

Human posture estimation; Image processing; Kalman filter; Neural networks; Silhouette image

Indexed keywords

IMAGE PROCESSING; KALMAN FILTERING; NEURAL NETWORKS; VECTOR QUANTIZATION;

HUMAN BODY POSTURES; SILHOUTTE IMAGE;

MOTION ESTIMATION;

EID: 27944479587     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. D. M. Gavrila, "The Visual Analysis of Human Movement: A Survey", Computer Vision and Image Understanding, Vol. 73, No. 1, pp. 82-98, 1999.
2. I. Haritaoglu, D. Harwood, and L. S. Davis, "A Fast Background Scene Modeling and Maintenance for Outdoor Surveillance", Proc. of 15th ICPR2000, Vol. 4, pp. 179-183, 2000.
3. S. Iwasawa, J. Ohya, K. Takahashi, T. Sakaguchi, S. Kawato, K. Ebihara, and S. Morishima, "Real-time, 3D estimation of human body postures from trinocular images", Proc. of ICCV'99 Workshop on Modeling People, pp. 3-10, 1999.
4. Y. Li, A. Hilton, and J. Illingworth, "A relaxation algorithm for real-time multiple view 3D-tracking", Image and Vision Computing, Vol. 20, No. 12, pp. 841-859, 2002.
5. R. Marks, R. Deshpande, C. M. Wideman, V. Kokkevis, S. Sargaison, and E. Larsen,"Real-Time Motion Capture for Interactive Entertainment", Proc. of ACM SIGGRAPH 2003 Emerging Technologies, 2003.
6. T. B. Moeslund and E. Granum, "A Survey of Computer Vision-Based Human Motion Capture", Computer Vision and Image Understanding, Vol. 81, No. 3, pp. 231-268, 2001.
7. J. Ohya, J. Kurumisawa, R. Nakatsu, K. Ebihara, S. Iwasawa, D. Harwood, and T. horprasert, "Virtual Metamorphosis", IEEE Multimedia, Vol. 6, No. 2, pp. 29-39, 1999.
8. K. Takahashi, T. Sakaguchi, and J. Ohya, "Remarks on No-wear, Non-contact, 3D Real-time Human Body Posture Estimation Method", Systems and Computers in Japan, Vol. 31, No. 14, pp. 1-10, 2000.
9. K. Takahashi, "Remarks on Human Body Posture Estimation From Silhouette Image Using Neural Network," Proc. of 8th ANZIIS2003, pp. 95-100, 2003.
10. K. Yasuda, T. Naemura, and H. Harashima, "Thermo-key: Human Region Segmentation from Video Using Thermal Information", Proc. of ACM SIGGRAPH 2003 Emerging Technologies, 2003.