Content-based rapid video playback method using motion-based video time density function and temporal quantization

SAPMIA'10 - Proceedings of the 2010 ACM Workshop on Social, Adaptive and Personalized Multimedia Interaction and Access, Co-located with ACM Multimedia 2010

Volumn , Issue , 2010, Pages 61-66

  Jiang, Junfeng ^a   Zhang, Xiao Ping ^a  

^a RYERSON UNIVERSITY   (Canada)

Author keywords

Motion based video time density function; Temporal quantization; Video content analysis

Indexed keywords

CODEBOOKS; CONTENT-BASED; DENSITY FUNCTIONS; INTER-FRAME; MUTUAL INFORMATIONS; NEAREST NEIGHBORS; NONUNIFORM; PIXEL LEVEL; SAMPLING PROBLEMS; SEMANTIC INFORMATION; TEMPORAL QUANTIZATION; TIME DOMAIN; VARIABLE RATE; VIDEO DATA; VIDEO FRAME; VIDEO MOTION; VIDEO PLAYBACK; VIDEO PLAYERS; VIDEO-CONTENT ANALYSIS;

SEMANTICS; VIDEO RECORDING;

TIME DOMAIN ANALYSIS;

EID: 78650856549     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1878061.1878080     Document Type: Conference Paper

References (14)

1. C. Cotsaces, N. Nikolaidis and I. Pitas. 2006. Video shot boundary detection and condensed representation: a review. IEEE Signal Processing Magazine, 23, 2 (Mar. 2006). 28-37.
2. N. Dimitrova, H.-J. Zhang, B. Shahraray, I. Sezan, T. Huang and A. Zakhor. 2002. Application of video-content analysis and retrieval. IEEE Multimedia, 9, 3 (Jul. 2002), 42-55.
3. B.-T. Truong and S. Venkatesh. 2007. Video abstraction: a systematic review and classification. ACM Transactions on Multimedia Computing, Communications and Applications, 3, 1 (Feb. 2007).
4. B.-W. Chen, J.-C. Wang and J.-F. Wang. 2009. A novel video summarization based on mining the story-structure and semantic relations among concept entities. IEEE Transactions on Multimedia 11, 2 (2009), 295-312.
5. Z. Xiong, R. Radhakrishnan, A. Divakaran, Y. Rui, and T.-S. Huang. 2006. A unified framework for video summarization, browsing and retrieval, Elsevier Academic Press, USA.
6. X. Zhu, J. Fan, A.-K. Elmagarmid, and X. Wu. 2003. Hierarchical video summarization and content description joint semantic and visual similarity. ACM Multimedia System, 9, 1 (2003).
7. S. Benini, P. Migliorati, and R. Leonardi. 2007. Hidden Markov models for video skim generation. In Proc. of the 8th International Workshop on Image Analysis for Multimedia Interactive Services (Jun. 2007).
8. Y.-F. Ma, L. Lu, H.-J. Zhang, and M. Li. 2002. A user attention model for video summarization. In Proc. of the 10th ACM Int. Conf. Multimedia (Dec. 2002), 533-542.
9. T. Lin and H.-J. Zhang. Automatic video scene extraction by shot grouping. In Proc. of 15th International Conference on Pattern Recognition, 4 (2000), 39-40.
10. H. Yi, D. Rajan, and L.-T. Chia. 2005. A new motion histogram to index motion content in video segments. Pattern Recognition Letters, 26 (2005), 1221-1231.
11. J. Zhou and X.-P. Zhang. 2008. An ICA mixture hidden Markov model for video content analysis. IEEE Transactions on Circuits and Systems for Video Technology, 18 (2008), 1576-1586.
12. J. Jiang, X.-P. Zhang. 2010. A new player-enabled rapid video navigation method using temporal quantization and repeated weighted boosting search. In Proc. of the 7th IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV) in conjunction with IEEE CVPR 2010 (Jun. 2010).
13. S. P. Lloyd. 1982. Least squares quantization in PCM. IEEE Transactions on Information Theory, IT-28, 2 (1982), 129- 137.
14. J. Zhou and X.-P. Zhang. 2005. Video shot boundary detection using independent component analysis. In Proc. of ICASSP'05 (Mar. 2005).