A new Method for Shot Identification in Basketball Video

Abstract

M. H. Kolekar, K. Palaniappan Semantic Event Detection and Classification in Cricket Video Sequence in Sixth Indian Conference on Computer Vision, Graphics & Image Processing 2008.

P. Xu, L. Xie, S-F Chang, A. Divakaran, A. Vetro, and H. Sun, “Algorithm and Systems for Segmentation and Strncture Analysis in Soccer Video”, In Proc. of IEEE International Conference on Multimedia and Expo, Tokyo, Japan, Aug. 22-25,2001.

Y. Rui, A. Gupta and A. Acero, “Automatically Extracting Highlights for TV Baseball Programs’’, In Proc. OfACMMultimedia, Los Angeles, CA, pp. 105-115,2000.

G. Sudhir, J. C. M. Lee, and A. K. Jain, “Automatic Classification of Tenis Video for High-level Content-based Retrieval”, In Proc. of IEEE International workshop on Content-Based Access of Image and Video Database, 1998. pp. 81-90

Y.Fu, A. Ekin, A. M. Tekalp, and R. Mehrotra, “Temporal segmentation of video objects for hierarchical object-based motion description,” IEEE Trans. Image Processing, vol. 11, pp. 135–145, Feb. 2002.
http://dx.doi.org/10.1109/83.982821
PMid:18244619

M. Xu, L.Y. Duan, C.S. Xu, M.S. Kankanhalli, and Q. Tian.“Event Detection in Basketball Video using Multiple Modalities,” Proc. IEEE-PCM'03, Singapore, Dec. 2003.

S.Nepal, U.Srinivasan, and G. Reynolds, “Automatic detection of goal segments in basketball videos,”Proceedings of ACM Multimedia Conf. on Authoring Support, Oct. 2001. H. Lu and Y.-P. Tan, “Content-based sports video analysis and modeling,” in Proceedings of 7th International Conference on Control, Automation,Robotics and Vision (ICARCV ’02), pp. 1198–1203, Singapore, December 2002.

Y. Fu, A. Ekin, A. M. Tekalp, and R. Mehrotra, “Temporal segmentation of video objects for hierarchical object-based motion description,” IEEE Transactions on Image Processing, vol. 11, no. 2, pp. 135–145, 2002.
http://dx.doi.org/10.1109/83.982821
PMid:18244619

X.Yu, Q. Tian, and K. W. Wan. “A novel ball detection framework for real soccer video,” Proc. IEEE-ICME'03, pp. 265-268, 2003.

V. Chasanis, A. Likas, and N. Galatsanos. Scene detection in videos using shot clustering and symbolic sequence segmentation. in IEEE Workshop on Multimedia Signal Processing, 2007.

C. Ngo, T. Pong, and H. Zhang. On clustering and retrieval of video shots through temporal slices analysis. in IEEE Transactions on Multimedia, 4(4), 2002.

H. Bay, T. Tuytelaars, and L. Van Gool. SURF: Speeded up robust features. Proceedings of Ninth European Conference on Computer Vision(ECCV), Graz, May 7, vol. 13:pp. 404-417, 2006.

Mikolajczyk, K., Schmid, C.: Indexing based on scale invariant interest points. In: ICCV. Volume 1. (2001) 525 – 531.

H. Bay, T. Tuytelaars, and L. Van Gool. SURF: Speeded up robust features. Proceedings of Ninth European Conference on Computer Vision(ECCV), Graz, May 7, vol. 13:pp. 404-417, 2006.

P. Viola and M. Jones, “Rapid object detection using a boosted cascade of simple features,” Conference on Computer Vision and Pattern Recognition, pp. 511-518, 2001.

David G. Lowe, “Distinctive Image Features from Scale-Invariant Key points,” J, International Journal of Computer Vision (IJCV), vol. 60, pp. 91-110, 2004.

IU Ji-yan,PAN Jian-shou,WU Ya-peng,et al.Mean-Shift tracking algorithm combined with Kalman filter. Computer Engineering and Applications,2009,45(12):184-186. 2.3 Detection of the player.

Cheng Y.Mean shift,mode seeking and clustering[J] IEEE Transactions on Pattern Analysis and Machine Intelligence.1995.17(8):79 一799.

M.Luo,Y.F.Ma,and H.J.Zhang,“Pyramidwise Structuring for Soccer Highlight Extraction,”Proceedings of IEEE Pacific-Rim Conference on Multimedia,2003.

G.Xu,Y.F.Ma,H.J.Zhang,and S.Q.Yang,“A HMM Based Semantic Analysis Framework for Sports Game Event Detection,”Proceedings of IEEE International Conference on Image Processing,2003.

K.P. Murphy, “Dynamic Bayesian Network Representation, Inference and Learning,” PhD Dissertation,University of California,Berkeley,2002.

Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome (2001). "8.5 The EM algorithm". The Elements of Statistical Learning. New York: Springer. pp. 236–243. ISBN 0-387-95284-5.