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Publications
- Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld, ¡°View-Invariant
Trajectory-Based Activity Classification and Recognition¡±, ACM
Multimedia Systems Journal special issue on Machine Learning
Approaches to Multimedia Information Retrieval, Vol. 12,
No. 1, August, 2006
- Faisal I. Bashir, Ashfaq Khokhar, Dan Schonfeld, "Real-Time
Motion Trajectory-Based Indexing and Retrieval of Video Sequences",
IEEE Transactions on Multimedia, Vol. 9, No. 1, Janurary
2007

- Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld, ¡°Object
Trajectory-Based Motion Modeling and Classification using Hidden
Markov Models¡±, IEEE Transactions on Image Processing,
accepted.
- Xiang Ma, Faisal Bashir, Ashfaq Khokhar, Dan Schonfeld, "Tensor-Based
Multiple-Object Trajectory Indexing and Retrieval", IEEE
Transactions on Multimedia, submitted.
Conferences:
- Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld, "Segmented
Trajectory Based Indexing and Retrieval of Video Data",
IEEE International Conference on Image Processing (ICIP
2003), Barcelona, Spain.
- Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld, "A
Hybrid system for Affine-Invariant trajectory retrieval",
6th ACM SIGMM International Workshop on Multimedia Information
Retrieval, October 15-16, 2004, New York, NY USA.
- Faisal I. Bashir, Ashfaq A. Khokhar, "Curvature Scale
Space based Affine-Invariant Trajectory Retrieval", 8th
International Multitopic Conference, Lahore, Pakistan,
Dec. 24-26, 2004.
- Faisal Bashir, Ashfaq Khokhar, Dan Schonfeld, "Automatic
Object Trajectory-Based Motion Recognition using Gaussian Mixture
Models", IEEE International Conference on Multimedia
& Expo. (ICME 2005), July. 6 - July 8, 2005. Amsterdam,
The Netherlands.
- Wei Qu, Faisal Bashir, Ashfaq Khokhar, Dan Schonfeld, "A
Motion Trajectory Based Video Retrieval System Using Parallel
Adaptive Self Organizing Maps", International Joint
Conference on Neural Networks, July 31 - Aug. 4, 2005.
Montreal, Canada.
- Faisal Bashir, Ashfaq Khokhar, Dan Schonfeld, "HMM-Based
Motion Recognition System using Segmented PCA", IEEE
International Conference on Image Processing (ICIP 2005),
Sept. 11 - Sept. 14, 2005. Genova, Italy.
- Kadir A. Peker, Faisal I. Bashir, ¡°Content-Based Video Summarization
using Spectral Clustering¡±, International Workshop VLBV05,
Sept. 15-16 2005. Sardinia, Italy.
- Xiang Ma, Faisal Bashir, Ashfaq Khokhar, Dan Schonfeld, ¡°Tensor-Based
Multiple Object Trajectory Indexing and Retrieval¡±, IEEE
International Conference on Multimedia and Expo (ICME 2006),
July 9-12, 2006. Toronto, Canada.
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