Baseball playfield segmentation using adaptive Gaussian mixture models

3rd International Conference on Innovative Computing Information and Control, ICICIC'08

Volumn , Issue , 2008, Pages

  Kuo, Chung Ming ^a   Hung, Mao Hsiung ^a   Hsieh, Chaur Heh ^b  

^a I SHOU UNIVERSITY   (Taiwan)

^b MING CHUAN UNIVERSITY   (Taiwan)

Author keywords

Adaptive Gaussian mixture model; Playfield segmentation

Indexed keywords

BLIND SOURCE SEPARATION; COLOR; COMMUNICATION CHANNELS (INFORMATION THEORY); ERROR ANALYSIS; IMAGE SEGMENTATION; OBJECT RECOGNITION; OPTICAL PROPERTIES; SOILS; TRELLIS CODES;

ADAPTIVE GAUSSIAN MIXTURE; ADAPTIVE GAUSSIAN MIXTURE MODEL; AUTOMATIC TRAINING; BASEBALL VIDEOS; COLOR-BASED SEGMENTATION; ERROR RATES; GMM MODEL; INTERNATIONAL CONFERENCES; PLAYFIELD SEGMENTATION; SAMPLE DATA; SEGMENTATION ACCURACY; SEGMENTATION ERRORS; SIMULATION RESULTS; SPORTS VIDEOS;

GEOLOGIC MODELS;

EID: 52449098258     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2008.678     Document Type: Conference Paper

References (4)

1. S. Jiang, Q. Ye, W. Gao, and T. Huang, " A new method to segment playfield and its applications in match analysis in sports video", in Proceedings of the 12th annual ACM international conference on Multimedia, pp. 292-295, 2004.
2. Y. Liu, S. Jiang, Q. Ye, W. Gao, and Q. Huang, "Playfield Detection Using Adaptive GMM and Its Application", in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 421-424, Mar, 2005.
3. M. Barnard and J. M. Odobez, "Robust Playfield Segmentation using MAP Adaptation", in Proceedings of the 17th International Conference on Pattern Recognition, Vol. 3, pp. 610-613, Aug. 2004.
4. L. Wang, B. Zeng, S. Lin, G. Xu, H.-Y. Shum, "Automatic Extraction of Semantic Colors in Sports Video," in Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 3, pp. 617-620, Mar, 2004.