Highlights extraction from sports video based on an audio-visual marker detection framework

Amsterdam, Netherlands July 06-July 06

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http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521352

2005 IEEE International Conference on ...

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	Similar Articles Articles by Z. Xiong Articles by null Regunathan Radhakrishnan Articles by null Ajay Divakaran Articles by T.S. Huang

	ASCII Text	x
	Z. Xiong, null Regunathan Radhakrishnan, null Ajay Divakaran, T.S. Huang, "Highlights extraction from sports video based on an audio-visual marker detection framework," Multimedia and Expo, IEEE International Conference on, pp. 4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005.

	BibTex	x
	@article{ 10.1109/ICME.2005.1521352, author = {Z. Xiong and null Regunathan Radhakrishnan and null Ajay Divakaran and T.S. Huang}, title = {Highlights extraction from sports video based on an audio-visual marker detection framework}, journal ={Multimedia and Expo, IEEE International Conference on}, volume = {0}, year = {2005}, isbn = {0-7803-9331-7}, pages = {4 pp.}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2005.1521352}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Multimedia and Expo, IEEE International Conference on TI - Highlights extraction from sports video based on an audio-visual marker detection framework SN - 0-7803-9331-7 SP EP A1 - Z. Xiong, A1 - null Regunathan Radhakrishnan, A1 - null Ajay Divakaran, A1 - T.S. Huang, PY - 2005 KW - audio-visual marker KW - visual object detection algorithm KW - semantic object KW - audio classification algorithm KW - sports highlights extraction KW - finer-resolution highlight segment KW - color information KW - motion information KW - grouping phase KW - baseball KW - soccer KW - golf video VL - 0 JA - Multimedia and Expo, IEEE International Conference on ER -

Z. Xiong, Dept. of Electr.&Comput. Eng., Illinois Univ., Champaign, IL, USA

null Regunathan Radhakrishnan

null Ajay Divakaran

T.S. Huang

We propose to use a visual object (e.g., the baseball catcher) detection algorithm to find local, semantic objects in video frames in addition to an audio classification algorithm to find semantic audio objects in the audio track for sports highlights extraction. The highlight candidates are then further grouped into finer-resolution highlight segments, using color or motion information. During the grouping phase, many of the false alarms can be correctly identified and eliminated. Our experimental results with baseball, soccer and golf video are promising.

Index Terms:

audio-visual marker, visual object detection algorithm, semantic object, audio classification algorithm, sports highlights extraction, finer-resolution highlight segment, color information, motion information, grouping phase, baseball, soccer, golf video

Citation:

Z. Xiong, null Regunathan Radhakrishnan, null Ajay Divakaran, T.S. Huang, "Highlights extraction from sports video based on an audio-visual marker detection framework," icme, pp.4 pp., 2005 IEEE International Conference on Multimedia and Expo, 2005

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