TY - GEN
T1 - Aesthetics-based automatic home video skimming system
AU - Peng, Wei Ting
AU - Chiang, Yueh Hsuan
AU - Chu, Wei Ta
AU - Huang, Wei Jia
AU - Chang, Wei Lun
AU - Huang, Po Chung
AU - Hung, Yi Ping
PY - 2008
Y1 - 2008
N2 - In this paper, we propose an automatic home video skimming system based on media aesthetics. Unlike other similar works, the proposed system considers video editing theory and realizes the idea of computational media aesthetics. Given a home video and a incidental background music, this system generates a music video (MV) style skimming video automatically, with consideration of video quality, music tempo, and the editing theory. The background music is analyzed so that visual rhythm caused by shot changes in the skimming video are synchronous with the music tempo. Our work focuses on the rhythm over aesthetic features, which is more recognizable and more suitable to describe the relationship between video and audio. Experiments show that the generated skimming video is effective in representing the original input video, and the audio-video conformity is satisfactory.
AB - In this paper, we propose an automatic home video skimming system based on media aesthetics. Unlike other similar works, the proposed system considers video editing theory and realizes the idea of computational media aesthetics. Given a home video and a incidental background music, this system generates a music video (MV) style skimming video automatically, with consideration of video quality, music tempo, and the editing theory. The background music is analyzed so that visual rhythm caused by shot changes in the skimming video are synchronous with the music tempo. Our work focuses on the rhythm over aesthetic features, which is more recognizable and more suitable to describe the relationship between video and audio. Experiments show that the generated skimming video is effective in representing the original input video, and the audio-video conformity is satisfactory.
UR - http://www.scopus.com/inward/record.url?scp=38549148047&partnerID=8YFLogxK
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U2 - 10.1007/978-3-540-77409-9_18
DO - 10.1007/978-3-540-77409-9_18
M3 - Conference contribution
AN - SCOPUS:38549148047
SN - 3540774076
SN - 9783540774075
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 186
EP - 197
BT - Advances in Multimedia Modeling - 14th International Multimedia Modeling Conference, MMM 2008, Proceedings
PB - Springer Verlag
T2 - 14th International Multimedia Modeling Conference, MMM2008
Y2 - 9 January 2008 through 11 January 2008
ER -