Attention-Based Analysis of Video

Given a new moving scene and the opportunity to observe it for a period of time, our goal is to learn an attention model suitable for recognizing unusual activity in the scene. We are also interested in how attention models based on scene statistics compare with the manner in which humans pay attention to video.

Related publication: J. Migdal, T. Izo and C. Stauffer, Moving Object Segmentation Using Super-Resolution Background Models, Workshop on Omnidirectional Vision, Camera Networks and Non-Classical Cameras, October 2005