Gesture recognition using HLAC features of PARCOR images and HMM based recognizer

Proceedings - 3rd IEEE International Conference on Automatic Face and Gesture Recognition, FG 1998

Volumn , Issue , 1998, Pages 422-427

  Kurita, Takio ^a   Hayamizu, Satoru ^a  

^a ELECTROTECHNICAL LABORATORY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODELS; IMAGE PROCESSING; PIXELS;

HIGHER ORDER LOCAL AUTOCORRELATION; HMM-BASED; INPUT VECTOR; LINEAR PREDICTION CODING; PARCOR COEFFICIENT; PIXEL VALUES; SEQUENCE OF IMAGES; SHIFT INVARIANT;

GESTURE RECOGNITION;

EID: 0004812566     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.1998.670985     Document Type: Conference Paper

References (13)

1. T. J. Darrell and A. P. Pentland "Space-time gesture " Proc. Comp. Vis. and Pattern Reco. pp. 335-340 1993.
2. T. Nishimura and R. Oka "Spotting recognition of hu-man gestures from time-varying images " Proc. of th e Second Inter. Conf. on Automatics Face and Gesture Recognition pp. 318-322 1996.
3. J. Yamato J. Ohya and K. Ishi "Recognizing human action in time-sequential images " Proc. of CVPR'92 pp. 379-385 1992.
4. T. Starner and A. Pentland "Visual recognition of American Sign Language using Hidden Markov Mod-els " Proc. of FG'95 pp. 189-194 1995.
5. L. W. Campbell D. A. Beck er A. Azarbayejani A. F. Bobick and A. Pentland " Invariant features for 3-D gesture recognition" Proc. of FG'96 pp. 157-162 1996.
6. N. Otsu and T. Kurita "A new scheme for practical ex-ible and intelligent vision systems " Proc. IAPR Work-shop on Computer Vision Tokyo pp. 431-435 1988.
7. T. Kurita N. Otsu and T. Sato "A face recognition method using h igher order local autocorrelation and multivariate analysis," Proc. 11th IAPR International Conf. on Pattern Recognition pp. 213-216 1992.
8. O. Hasegawa K. Itou T. Kurita S. Hayamizu K. Tanaka K. Yamamoto N. Otsu " Active agent oriented multi-modal interface system," Proc. of IJCAI'95 pp. 82-87 1995.
9. M. B rand N. Oliver and A. Pentland " Coupled hidden Markov models for complex action recognition," Proc. of CVPR'97 1997.
10. T. Kurita Y. Kobayashi S. Mishima Higher order local autocorrelation features of PARCOR images for gesture recognition Proc. of ICIP'97 to appear.
11. J. Durbin "The fitting of time-series models " Rev. Inst. Int. de Stat. Vol. 28 No. 3 pp. 233-244 1960.
12. J. A. Mclaughlin and J. Raviv "Nth-order autocorrela-tions in pattern recognition " Information and Control Vol. 12 pp. 121-142 1968.
13. S. Hayamizu O. Hasegawa K. Itou K. Sakaue K. Tanaka S. Nagaya M. Nakazawa T. Endoh F. Togawa K. Sakamoto K. Yamamoto " RWC multimodal database for interactions by integra-tion of spoken language and visual information," Proc. of ICSLP pp. 2171-2174 1996.