TY - GEN
T1 - Action movies segmentation and summarization based on tempo analysis
AU - Chen, Hsuan Wei
AU - Kuo, Jin Hau
AU - Chu, Wei Ta
AU - Wu, Ja Ling
PY - 2004
Y1 - 2004
N2 - With the advances of digital video analysis and storage technologies, also the progress of entertainment industry, movie viewers hope to gain more control over what they see. Therefore, tools that enable movie content analysis are important for accessing, retrieving, and browsing information close to a human perceptive and semantic level. We proposed an action movie segmentation and summarization framework based on movie tempo, which represents as the delivery speed of important segments of a movie. In the tempo-based system, we combine techniques of the film domain related knowledge (film grammar), shot change detection, motion activity analysis, and semantic context detection based on audio features to grasp the concept of tempo for story unit extraction, and then build a system for action movies segmentation and summarization. We conduct some experiments on several different action movie sequences, and demonstrate an analysis and comparison according to the satisfactory experimental results.
AB - With the advances of digital video analysis and storage technologies, also the progress of entertainment industry, movie viewers hope to gain more control over what they see. Therefore, tools that enable movie content analysis are important for accessing, retrieving, and browsing information close to a human perceptive and semantic level. We proposed an action movie segmentation and summarization framework based on movie tempo, which represents as the delivery speed of important segments of a movie. In the tempo-based system, we combine techniques of the film domain related knowledge (film grammar), shot change detection, motion activity analysis, and semantic context detection based on audio features to grasp the concept of tempo for story unit extraction, and then build a system for action movies segmentation and summarization. We conduct some experiments on several different action movie sequences, and demonstrate an analysis and comparison according to the satisfactory experimental results.
UR - http://www.scopus.com/inward/record.url?scp=15344340620&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=15344340620&partnerID=8YFLogxK
U2 - 10.1145/1026711.1026752
DO - 10.1145/1026711.1026752
M3 - Conference contribution
AN - SCOPUS:15344340620
SN - 1581139403
SN - 9781581139402
T3 - MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval
SP - 251
EP - 258
BT - MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval
PB - Association for Computing Machinery (ACM)
T2 - MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval
Y2 - 15 October 2004 through 16 October 2004
ER -