TY - JOUR
T1 - Real-time storyboard generation for H.264/AVC compressed videos
AU - Dong, Pei
AU - Xia, Yong
AU - Feng, David Dagan
PY - 2012
Y1 - 2012
N2 - Video summarization enables convenient and efficient management of large volume of visual data. However, most existing summarization approaches are based on either the pixel domain information or conventional video compression standards. As the most recent and popular international video coding standard, H.264/AVC adopts a number of advanced techniques and brings not only opportunities but also challenges to video summarization. In this paper, we propose a real-time image storyboard generation algorithm for H.264/AVC compressed videos by using both compressed domain and pixel domain information jointly and adaptively. This algorithm extracts compressed domain information for visual content representation, video structuring and candidate representative frame selection. By fusing both compressed domain and pixel domain information, the redundancy in the candidate representative frames is further reduced. Our experimental results show that the proposed algorithm can efficiently produce image storyboards conforming to human interpretation of the essential content in generic videos.
AB - Video summarization enables convenient and efficient management of large volume of visual data. However, most existing summarization approaches are based on either the pixel domain information or conventional video compression standards. As the most recent and popular international video coding standard, H.264/AVC adopts a number of advanced techniques and brings not only opportunities but also challenges to video summarization. In this paper, we propose a real-time image storyboard generation algorithm for H.264/AVC compressed videos by using both compressed domain and pixel domain information jointly and adaptively. This algorithm extracts compressed domain information for visual content representation, video structuring and candidate representative frame selection. By fusing both compressed domain and pixel domain information, the redundancy in the candidate representative frames is further reduced. Our experimental results show that the proposed algorithm can efficiently produce image storyboards conforming to human interpretation of the essential content in generic videos.
KW - H.264/AVC compressed domain
KW - image storyboard
KW - real-time video summarization
UR - http://www.scopus.com/inward/record.url?scp=84868113053&partnerID=8YFLogxK
U2 - 10.1109/ICME.2012.49
DO - 10.1109/ICME.2012.49
M3 - 会议文章
AN - SCOPUS:84868113053
SN - 1945-7871
SP - 544
EP - 549
JO - Proceedings - IEEE International Conference on Multimedia and Expo
JF - Proceedings - IEEE International Conference on Multimedia and Expo
M1 - 6298458
T2 - 2012 13th IEEE International Conference on Multimedia and Expo, ICME 2012
Y2 - 9 July 2012 through 13 July 2012
ER -