Title :
A method for estimating cut-edit points in personal videos
Author :
Furukawa, Takuya ; Fujiyoshi, Hironobu ; Nomura, Akiyuki
Author_Institution :
Dept. of Comput. Sci., Chubu Univ., Kasugai, Japan
Abstract :
We analyze the tendencies in choosing cut-edit points in personal video content edited by users on the Internet, and develop a method to automatically estimate cut-edit points based on the results. When we investigated the relationship among cut-edit points in personal videos using a space-time patch feature(ST-patch feature), we realized that cut-edits were done in frames with a low Continuous Rank-Increase Measure (CRIM) value and a high Motion Correlation (MC) value calculated from the ST-patch feature. Therefore, we propose a method for estimating cut-edit points based on CRIM and MC values. Experimental results indicate that we obtained a recall ratio of 61.3% and a precision ratio of 50.4%.
Keywords :
feature extraction; motion estimation; video signal processing; CRIM value; MC value; ST-patch feature; continuous rank-increase measure; cut-edit points; motion correlation value; personal video; space-time patch feature; Correlation; Estimation; Feature extraction; Kernel; Motion measurement; Streaming media; Videos; ST-patch feature; camerawork; cut-edit point; personal video;
Conference_Titel :
Multimedia and Expo (ICME), 2010 IEEE International Conference on
Conference_Location :
Suntec City
Print_ISBN :
978-1-4244-7491-2
DOI :
10.1109/ICME.2010.5582536