TY - JOUR
T1 - Robust TV Commercial Detection Based on Audiovisual Features
AU - Lee, Shih Hung
AU - Yeh, Chia H.
AU - Jay Kuo, C. C.
PY - 2003
Y1 - 2003
N2 - A robust TV commercial detection system is proposed in this research. Even though several methods were investigated to address the TV commercial detection problem and interesting results were obtained before, most previous work focuses on features within a short temporal window. These methods are suitable for on-line detection, but often result in higher false alarm rates as a trade-off. To reduce the false alarm rate, we explore audiovisual features in a larger temporal window. Specifically, we group shots into scenes using audio data processing, and then obtain features that are related to commercial characteristics from scenes. Experimental results are given to demonstrate the effectiveness of the proposed system.
AB - A robust TV commercial detection system is proposed in this research. Even though several methods were investigated to address the TV commercial detection problem and interesting results were obtained before, most previous work focuses on features within a short temporal window. These methods are suitable for on-line detection, but often result in higher false alarm rates as a trade-off. To reduce the false alarm rate, we explore audiovisual features in a larger temporal window. Specifically, we group shots into scenes using audio data processing, and then obtain features that are related to commercial characteristics from scenes. Experimental results are given to demonstrate the effectiveness of the proposed system.
KW - Audio Classification
KW - Audiovisual Analysis
KW - Commercial Break
KW - Content Analysis
UR - http://www.scopus.com/inward/record.url?scp=0344082689&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0344082689&partnerID=8YFLogxK
U2 - 10.1117/12.486775
DO - 10.1117/12.486775
M3 - Conference article
AN - SCOPUS:0344082689
SN - 0277-786X
VL - 5108
SP - 147
EP - 158
JO - Proceedings of SPIE - The International Society for Optical Engineering
JF - Proceedings of SPIE - The International Society for Optical Engineering
T2 - PROCEEDINGS OF SPIE SPIE - The International Society for Optical Engineering: Visual Information Processing XII
Y2 - 21 April 2003 through 21 April 2003
ER -