Moving object recognition in eigenspace representation: Gait analysis and lip reading

Pattern Recognition Letters

Volumn 17, Issue 2, 1996, Pages 155-162

  Murase, Hiroshi ^a   Sakai, Rie ^a  

^a Kashino Diverse Brain Research Laboratory of NTT Communication Science Laboratories   (Japan)

Author keywords

Eigenspace representation; Motion analysis; Object recognition

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTER VISION; CORRELATION METHODS; EIGENVALUES AND EIGENFUNCTIONS; FEATURE EXTRACTION; GAIT ANALYSIS; IMAGE ANALYSIS;

COMPUTATIONAL COST; EIGENSPACE REPRESENTATION; IMAGE SEQUENCE; LIP READING; MOTION ANALYSIS;

OBJECT RECOGNITION;

EID: 0030574648     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/0167-8655(95)00109-3     Document Type: Article

References (17)

1. Aggarwal, J.K. and N. Nandhakumar (1986). On the computation of motion from sequences of images - A review. Proc. IEEE 6 (1), 90-99.
2. Bregler, C. and Y. Konig (1994). Eigenlips for robust speech recognition. Proc. IEEE Conf. on Acoustics, Speech, and Signal Processing.
3. Cutting, J.E. and L.T. Kozlowski (1977). Recognizing friends by their walk: gait perception without familiarity cues. Bull. Psyconomic Soc. 19, 353-356.
4. Del Bimbo, A. and P. Nesi (1992). Behavioral object recognition from multiple image frames. Signal Processing 27, 37-49.
5. Fukunaga, K. (1990). Introduction to Statistical Pattern Recognition. Academic Press, London.
6. Murase, H. (1992), Recognizing individuals from the silhouettes of their walk. IEICE Trans. J75-DII (6), 1096-1098.
7. Murase, H. and M. Lindenbaum (1995). Spatial temporal adaptive method for partial eigenstructure decomposition of large images. IEEE Trans. Image Processing.
8. Murase, H. and S.K. Nayar (1994). Illumination planning for object recognition using parametric eigenspace. IEEE Trans. Pattern Anal Mach. Intell. 16 (12), 1219-1227.
9. Murase, H. and S.K. Nayar (1995). Visual learning and recognition of 3D objects from appearance. Internat. J. Computer Vision 14, 5-24.
10. Nayar, S.K., H. Murase, and S.A. Nene (1994). Learning positioning, and tracking visual appearance. IEEE Internat. Conf. on Robotics and Automation.
11. Niyogi S.A. and E.H. Adelson (1994). Analyzing and recognizing walking figures in XYT. Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 469-474.
12. Oja, E. (1983). Subspace Methods of Pattern Recognition. Research Studies Press, Herfordshire.
13. Polana, R. and R. Nelson (1993). Detecting activities. IEEE Conf. on Computer Vision and Pattern Recognition, 2-7.
14. Press, W., B.P. Flannery, S.A. Teukolsky and W.T. Vetterling (1988). Numerical Recipes in C. Cambridge Univ. Press, Cambridge.
15. Rohr, K. (1993). Incremental recognition of pedestrians from image sequences. IEEE Conf. on Computer Vision and Pattern Recognition, 8-13.
16. Sirovich, L. and M. Kirby (1987). Low dimensional procedure for the characterization of human faces. J. Opt. Soc. Amer. 4 (3) 519-524.
17. Turk, M.A. and A.P. Pentland (1991). Face recognition using eigenfaces. Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 586-591.