Automatic object trajectory-based motion recognition using Gaussian mixture models

IEEE International Conference on Multimedia and Expo, ICME 2005

Volumn 2005, Issue , 2005, Pages 1532-1535

  Bashir, Faisal ^a   Khokhar, Ashfaq ^a   Schonfeld, Dan ^a  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN MIXTURE MODELS; OBJECT MOTION TRAJECTORIES; SIGN LANGUAGE;

IMAGE ANALYSIS; IMAGE SEGMENTATION; OBJECT RECOGNITION; PRINCIPAL COMPONENT ANALYSIS; PROBABILITY DISTRIBUTIONS;

MOTION ESTIMATION;

EID: 33746889879     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2005.1521725     Document Type: Conference Paper

References (8)

1. Bashir F., Schonfeld D., Khokhar A., "Segmented trajectory based indexing and retrieval of video data", IEEE International Conference on Image Processing, ICIP 2003, Barcelona, Spain.
2. Bashir F., Khokhar A., Schonfeld D., "A Hybrid System for Affine-Invariant Trajectory Retrieval", 6th ACM SIGMM Multimedia Information Retrieval workshop, MIR 2004.
3. Chen T., Huang C., Chang C., Wang J., "On the Use of Gaussian Mixture Model for Speaker Variability Analysis", ICSLP'2002, Denver, USA. 2002.
4. Chen T., Huang C., Chang C., Wang J., "Automatic Accent Identification using Gaussian Mixture Model," IEEE workshop on ASRU'2001, Italy, 2001.
5. Moghaddam B., Pentland A., "Probabilistic Visual Learning for Object Representation", IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI-19(7):696-710, July 1997.
6. Rea N., Dahyot R., Kokaram A., "Semantic Event Detection in Sports through motion understanding", Proceedings of Conference on Image and Video Retrieval (CIVR) 2004, Dublin, Ireland, July 21-23, 2004.
7. Yacoob Y., Black M. J., "Parameterized Modelling and Recognition of Activities", Computer Vision and Image Understanding, Vol. 73 (2), Feb. 1999. pp. 232-247.
8. Wrigley S.N., Brown G.J., Wan V., Renals S., "Speech and Crosstalk Detection in Multichannel Audio", IEE Transactions on speech and audio processing Vol. 13(1), Jan. 2005.