Robust regression and outlier detection
Robust regression and outlier detection
Principles of multivariate analysis: a user's perspective
Principles of multivariate analysis: a user's perspective
Algorithmic graph theory
International Journal of Computer Vision
Compact Representations of Videos Through Dominant and Multiple Motion Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Abstracting home video automatically
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
IEEE Transactions on Pattern Analysis and Machine Intelligence
AVE: automated home video editing
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Novel Seed Selection for Multiple Objects Detection and Tracking
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
Video partitioning by temporal slice coherency
IEEE Transactions on Circuits and Systems for Video Technology
Finding structure in home videos by probabilistic hierarchical clustering
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Temporal semantic compression for video browsing
Proceedings of the 13th international conference on Intelligent user interfaces
Re-cinematography: Improving the camerawork of casual video
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using cross-media correlation for scene detection in travel videos
Proceedings of the ACM International Conference on Image and Video Retrieval
Visual reporting in time-critical work: exploring video use in emergency response
Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services
Hierarchical hidden markov model for rushes structuring and indexing
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Travel photo and video summarization with cross-media correlation and mutual influence
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
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Hand-held camcorders have been popularly used in capturing and documenting daily lives. Nonetheless, searching for personal memories in home videos is still a laborious task. This paper describes novel approaches in detecting snippets and patterns in home videos for content indexing. To deal with the fact that most shots are long and with handshake artifacts, a motion analysis algorithm based on Kalman filter and finite state machine is proposed to decompose videos into tables of snippets. Each snippet is represented by a set of moving and static patterns. The moving patterns are automatically detected and tracked, while the static patterns are manually input by users. A MWBG pattern matching algorithm is then proposed to effectively detect and parse the patterns in snippets. Home videos are ultimately albumed and indexed according to the moving and static patterns to facilitate content search