TY - GEN
T1 - An effective audio-visual information based framework for extracting highlights in basketball games
AU - Gao, Guangyu
AU - Ma, Huadong
AU - Zhang, He
PY - 2009
Y1 - 2009
N2 - Recently, extracting highlights in the sports videos has been paid much attention. This paper proposes a hierarchical extracting model to extract the highlights in the basketball games based on the audio-visual features. Firstly, the unrelated scenes (studio scenes, Ad scenes) are removed by detecting music sound and analyzing scene background's stableness. Then, the clips which the audiences pay more attention to are marked by detecting the keywords and exciting sounds in the audio clues and the score changing in the visual clues. We do a series of experiments to evaluate the proposed method, and the experimental results show that our method can work well.
AB - Recently, extracting highlights in the sports videos has been paid much attention. This paper proposes a hierarchical extracting model to extract the highlights in the basketball games based on the audio-visual features. Firstly, the unrelated scenes (studio scenes, Ad scenes) are removed by detecting music sound and analyzing scene background's stableness. Then, the clips which the audiences pay more attention to are marked by detecting the keywords and exciting sounds in the audio clues and the score changing in the visual clues. We do a series of experiments to evaluate the proposed method, and the experimental results show that our method can work well.
KW - Audio-visual features
KW - Basketball
KW - Highlight extraction
KW - Score bar
UR - http://www.scopus.com/inward/record.url?scp=76249098088&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-10467-1_67
DO - 10.1007/978-3-642-10467-1_67
M3 - Conference contribution
AN - SCOPUS:76249098088
SN - 3642104665
SN - 9783642104664
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 767
EP - 776
BT - Advances in Multimedia Information Processing - PCM 2009 - 10th Pacific Rim Conference on Multimedia, Proceedings
T2 - 10th Pacific Rim Conference on Multimedia, PCM 2009
Y2 - 15 December 2009 through 18 December 2009
ER -