Active learning approach to interactive spatio-temporal news video retrieval

Interactive news video retrieval requires the effective communication between the human searchers and the search engine to locate relevant video segments. We propose a spatio-temporal visual map (STVM) retrieval [1] system coupled with active learning to support user-centered interactive retrieval.

[1]  Sheng Tang,et al.  Interactive Spatio-Temporal Visual Map Model for Web Video Retrieval , 2007, 2007 IEEE International Conference on Multimedia and Expo.

[2]  Sheng Tang,et al.  TRECVID 2006 by NUS-I2R , 2006, TRECVID.

[3]  Edward Y. Chang,et al.  Support vector machine active learning for image retrieval , 2001, MULTIMEDIA '01.