2007 IEEE International Conference on Image Processing - San Antonio, Texas, U.S.A. - September 16-19, 2007

Technical Program

Paper Detail

Paper:TP-P8.8
Session:Image and Video Storage and Retrieval III
Time:Tuesday, September 18, 14:30 - 17:10
Presentation: Poster
Title: FINDING REGIONS OF INTEREST IN HOME VIDEOS BASED ON CAMERA MOTION
Authors: Golnaz Abdollahian; Purdue University 
 Edward J. Delp; Purdue University 
Abstract: In this paper, we propose an algorithm for identifying regions of interest (ROIs) in video, particularly for the keyframes extracted from a home video. The camera motion is introduced as a new factor that can influence the visual saliency. The global motion parameters are used to generate location-based importance maps. These maps can be combined with other saliency maps calculated using other visual and high-level features. Here, we employed the contrast-based saliency as an important low level factor along with face detection as a high level feature in our approach.



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