Keypoint-based keyframe selection

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 23, Issue 4, 2013, Pages 729-734

  Guan, Genliang ^a   Wang, Zhiyong ^a   Lu, Shiyang ^a   Deng, Jeremiah Da ^b   Feng, David Dagan ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

^b UNIVERSITY OF OTAGO   (New Zealand)

Author keywords

Interest point; keyframe selection; keypoint; local features; video representation; video summarization

Indexed keywords

INTEREST POINT; KEY FRAME SELECTION; KEYPOINT; LOCAL FEATURE; VIDEO REPRESENTATIONS; VIDEO SUMMARIZATION;

REDUNDANCY; VIDEO RECORDING;

FEATURE EXTRACTION;

EID: 84875997452     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2012.2214871     Document Type: Article

References (13)

1. D. Feng, W. Siu, and H. J. Zhang, Eds., Multimedia Information Retrieval and Management. Berlin, Germany: Springer, 2003.
2. Y. Zhuang, Y. Rui, T. Huang, and S. Mehrotra, "Adaptive key frame extraction using unsupervised clustering," in Proc. IEEE Int. Conf. Image Process., Oct. 1998, pp. 866-870.
3. Z. Li, G. M. Schuster, and A. K. Katsaggelos, "MINMAX optimal video summarization," IEEE Trans. Circuits Syst. Video Technol., vol. 15, no. 10, pp. 1245-1256, Oct. 2005. (Pubitemid 41640562)
4. C.-W. Ngo, Y.-F. Ma, and H.-J. Zhang, "Video summarization and scene detection by graph modeling," IEEE Trans. Circuits Syst. Video Technol., vol. 15, no. 2, pp. 296-305, Feb. 2005.
5. C. Panagiotakis, A. Doulamis, and G. Tziritas, "Equivalent key frames selection based on iso-content principles," IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 3, pp. 447-451, Mar. 2009.
6. D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vision, vol. 60, no. 2, pp. 91-110, Nov. 2004.
7. C. Panagiotakis, N. Pelekis, I. Kopanakis, E. Ramasso, and Y. Theodoridis, "Segmentation and sampling of moving object trajectories based on representativeness," IEEE Trans. Knowledge Data Eng., vol. 24, no. 7, pp. 1328-1343, Jul. 2012.
8. K. Mikolajczyk and C. Schmid, "A performance evaluation of local descriptors," IEEE Trans. Pattern Anal. Mach. Intell., vol. 27, no. 10, pp. 1615-1630, Oct. 2005. (Pubitemid 41555406)
9. M. A. Fischler and R. C. Bolles, "Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography," Commun. ACM, vol. 24, no. 6, pp. 381-395, Jun. 1981.
10. S. Lu, Z. Wang, M. Wang, M. Ott, and D. Feng, "Adaptive reference frame selection for near-duplicate video shot detection," in Proc. IEEE Int. Conf. Image Process., Sep. 2010, pp. 2341-2344.
11. R. M. Karp, "Reducibility among combinatorial problems," Complexity Comput. Computat., vol. 40, no. 4, pp. 85-103, 1972.
12. S. A. Chatzichristofis and Y. S. Boutalis, "CEDD: Color and edge directivity descriptor: A compact descriptor for image indexing and retrieval," in Proc. Int. Conf. Comput. Vision Syst., 2008, pp. 312-322. (Pubitemid 351775976)
13. C. Silpa-Anan and R. Hartley, "Optimized kd-trees for fast image descriptor matching," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., Jun. 2008, pp. 1-8.