TY - GEN
T1 - Intelligent home video management system
AU - Huang, Szu-Hao
AU - Wu, Qi Jiunn
AU - Chang, Kai Yeuh
AU - Lin, Hsin Cheang
AU - Lai, Shang Hong
AU - Wang, Wen Hao
AU - Tsai, Yu Sheng
AU - Chen, Chia Lun
AU - Chen, Guan Rong
PY - 2005/12/1
Y1 - 2005/12/1
N2 - An integrated intelligent home video management system was proposed in this paper. Five different types of multimedia representative features were computed as the basis of the home video management system. With the aid of some machine learning techniques, such as SVM, neural network, adaboost algorithm, and the K-means clustering algorithm, we develop six main applications based on this system. These applications include detection of abnormal camera operation, shot boundary detection, fast-pan detection, face shot identification, key-frame extraction, and variable length video abstraction. Our system can help inexpert digital camcorder users manage their home video effectively in a smart way.
AB - An integrated intelligent home video management system was proposed in this paper. Five different types of multimedia representative features were computed as the basis of the home video management system. With the aid of some machine learning techniques, such as SVM, neural network, adaboost algorithm, and the K-means clustering algorithm, we develop six main applications based on this system. These applications include detection of abnormal camera operation, shot boundary detection, fast-pan detection, face shot identification, key-frame extraction, and variable length video abstraction. Our system can help inexpert digital camcorder users manage their home video effectively in a smart way.
KW - Abnormal camcorder shooting detection
KW - Face shot identification
KW - Fast-pan elimination
KW - Home Video Management System
KW - Key frame extraction
KW - Shot boundary detection
KW - Variable length video abstraction
UR - http://www.scopus.com/inward/record.url?scp=33745726036&partnerID=8YFLogxK
U2 - 10.1109/ITRE.2005.1503094
DO - 10.1109/ITRE.2005.1503094
M3 - Conference contribution
AN - SCOPUS:33745726036
SN - 0780389328
SN - 9780780389328
T3 - ITRE 2005 - 3rd International Conference on Information Technology: Research and Education - Proceedings
SP - 176
EP - 180
BT - ITRE 2005 - 3rd International Conference on Information Technology
T2 - ITRE 2005 - 3rd International Conference on Information Technology: Research and Education
Y2 - 27 June 2005 through 30 June 2005
ER -