Video segmentation and keyframe extraction

Advanced Information and Knowledge Processing

Volumn , Issue 9781447167341, 2015, Pages 449-465

  Camastra, Francesco ^a   Vinciarelli, Alessandro ^b  

^a UNIVERSITY OF NAPLES PARTHENOPE   (Italy)

^b UNIVERSITY OF GLASGOW   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85019999311     PISSN: 16103947     EISSN: 21978441     Source Type: Book Series    
DOI: 10.1007/978-1-4471-6735-8_14     Document Type: Chapter

References (54)

1. M. Abdel-Mottaleb, N. Dimitrova, R. Desai, and J. Martino. CONIVAS: content based image and video access system. In Proceedings of ACM International Conference on Multimedia, pages 427–428, 1996.
2. A. Aner-Wolf and J. Kender. Video-summaries and cross-referencing through mosaic based representation. Computer Vision and Image Understanding, 95(2):201–237, 2004.
3. H. Aoki, S. Shmotsuji, and O. Hori. A shot classification method of selecting effective keyframes for video browsing. In Proceedings of ACM International Conference on Multimedia, pages 1–10, 1996.
4. R. Castagno, T. Ebrahimi, and M. Kunt. Video segmentation based on multiple features for interactive multimedia applications. IEEE Transactions on Circuits and Systems for Video Technology, 8(5):562–571, 1998.
5. Z. Cernekova, I. Pitas, and A Nikou. Information theory-based shot cut/fade detection and video summarization. IEEE Transactions on Circuits and Systems for Video Technology, 16(1):82–91, 2006.
6. H.S. Chang, S. Sull, and S.U. Lee. Efficient video indexing scheme for content-based retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 9(8):1269–1279, 1999.
7. R. Collobert, S. Bengio, and J. Mariéthoz. Torch: a modular machine learning software library. Technical Report 02-46, IDIAP, 2002.
8. P.L. Correia and F. Pereira. Classification of video segmentation application scenarios. IEEE Transactions on Circuits and Systems for Video Technology, 14(5):735–741, 2004.
9. J.M. Corridoni and A. Del Bimbo. Structured representation and automatic indexing of movie information content. Pattern Recognition, 31(12):2027–2045, 1998.
10. N. Dimitrova, H.J. Zhang, B. Shahraray, I. Sezan, T. Huang, and A. Zakhor. Application of video-content analysis and retrieval. IEEE Multimedia, 9(3):42–55, 2002.
11. A.D. Doulamis and N.D. Doulamis. Optimal content-based video decomposition for interactive video navigation. IEEE Transactions on Circuits and Systems for Video Technology, 14(6):757–775, 2004.
12. X. Du and G. Fan. Joint key-frame extraction and object segmentation for content-based video analysis. IEEE Transactions on Circuits and Systems for Video Technology, 16(7):904–914, 2006.
13. X. Gao and X. Tang. Unsupervised video-shot segmentation and model-free anchorperson detection for news video story parsing. IEEE Transactions on Circuits and Systems for Video Technology, 12(9):765–776, 2002.
14. D. Gatica-Perez, A. Loui, and M.T. Sun. Finding structure in home videos by probabilistic hierarchical clustering. IEEE Transactions on Circuits and Systems for Video Technology, 13(6):539–548, 2003.
15. J.M. Gauch and A. Shivadas. Finding and identifying unknown commercials using repeated video sequence detection. Computer Vision and Image Understanding, 103(1):80–88, 2006.
16. A. Hamampur, T. Weymouth, and R. Jain. Digital video segmentation. In Proceedings of ACM International Conference on Multimedia, pages 357–364, 1994.
17. A. Hanjalic. Shot boundary detection: unraveled and resolved? IEEE Transactions on Circuits and Systems for Video Technology, 12(2):90–105, 2002.
18. A. Hanjalic. Content Based Analysis of Digital Video. Springer-Verlag, 2004.
19. A. Hanjalic and H.J. Zhang. An integrated scheme for automated video abstraction based on unsupervised cluster-validity analysis. IEEE Transactions on Circuits and Systems for Video Technology, 9(8):1280–1289, 1999.
20. A. Hanjalic, R.L. Lagendijk, and J. Biemond. Automated high-level movie segmentation for advanced video-retrieval systems. IEEE Transactions on Circuits and Systems for Video Technology, 9(4):580–588, 1999.
21. V. Kobla, D. Doermann, and C. Faloutsos. VideoTrails: representing and visualizing structure. In Proceedings of ACM International Conference on Multimedia, pages 335–346, 1997.
22. I. Koprinska and S. Carrato. Temporal video segmentation: a survey. Signal Processing: Image Communication, 16:477–500, 2001.
23. J. Lee and B.W. Dickinson. Hierarchical video indexing and retrieval for subband-coded video. IEEE Transactions on Circuits and Systems for Video Technology, 10(5):824–829, 2000.
24. M.S. Lee, Y.M. Yang, and S.W. Lee. Automatic video parsing using shot boundary detection and camera operation analysis. Pattern Recognition, 34(3):711–719, 2001.
25. R. Leonardi, P. Migliorati, and M. Prandini. Semantic indexing of soccer audio-visual sequences: a multimodal approach based on controlled Markov chains. IEEE Transactions on Circuits and Systems for Video Technology, 14(5):634–643, 2004.
26. Y. Li and J. Kuo. Video Content Analysis Using Multimodal Information. Springer-Verlag, 2003.
27. L. Lije and G. Fan. Combined key-frame extraction and object-based video segmentation. IEEE Transactions on Circuits and Systems for Video Technology, 15(7):869–884, 2005.
28. S.D. MacArthur, C.E. Brodley, A.C. Kak, and L.S. Broderick. Interactive content-based image retrieval using relevance feedback. Computer Vision and Image Understanding, 88(2):55–75, 2002.
29. T. Meier and K.N. Ngan. Video segmentation for content-based coding. IEEE Transactions on Circuits and Systems for Video Technology, 9(8):1190–1203, 1999.
30. G.A. Miller. The magic number seven plus or minus two: some limits on capacity for processing information. Psychology Review, 63:81–97, 1956.
31. C.W. Ngo, T.C. Pong, and R.T. Chin. Video partitioning by temporal slice coherency. IEEE Transactions on Circuits and Systems for Video Technology, 11(8):941–953, 2001.
32. N.V. Patel and I.K. Sethi. Video shot detection and characterization for video databases. Pattern Recognition, 30(4):583–592, 1997.
33. M.J. Pickering and S. Rüger. Evaluation of key-frame based retrieval techniques for video. Computer Vision and Image Understanding, 92(2–3):217–235, 2003.
34. S. Porter, M. Mirmehdi, and B. Thoams. Temporal video segmentation and classification of edit effects. Image and Vision Computing, 21(13–14):1097–1106, 2003.
35. K.M. Pua, Gauch J.M., S.E. Gauch, and J.Z. Miadowicz. Real-time repeated video sequence identification. Computer Vision and Image Understanding, 93(3):310–327, 2004.
36. E. Sahouria and A. Zakhor. Content analysis of video using principal component analysis. IEEE Transactions on Circuits and Systems for Video Technology, 9(8):1290–1298, 1999.
37. F. Schaffalitzky and A. Zisserman. Automated location matching in movies. Computer Vision and Image Understanding, 92(2–3):217–235, 2003.
38. M.A. Smith and M.G. Christel. Automating the creation of a digital video library. In Proceedings of ACM International Conference on Multimedia, pages 357–358, 1995.
39. M.A. Smith and T. Kanade. Multimodal Video Characterization and Summarization. Springer- Verlag, 2004.
40. C.G.M. Snoek and M. Worring. Multimodal video indexing: a review of the state-of-the-art. Multimedia Tools and Applications, 25(1):5–35, 2005.
41. K.W. Sze, K.M. Lam, and G. Qiu. A new key frame representation for video segment retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 15(9):1148–1155, 2005.
42. Y. Taniguchi, A. Akutsu, Y. Tonomura, and H. Hamada. An intuitive and efficient access interface to real-time incoming video based on automatic indexing. In Proceedings of ACM International Conference on Multimedia, pages 25–33, 1995.
43. B.T. Truong, S. Venkatesh, and C. Dorai. Scene extraction in motion pictures. IEEE Transactions on Circuits and Systems for Video Technology, 13(1):5–15, 2003.
44. S. Tsekeridou and I. Pitas. Content-based video parsing and indexing based on audio-visual interaction. IEEE Transactions on Circuits and Systems for Video Technology, 11(4):522–535, 2001.
45. D. Wang. Unsupervised video segmentation based on watersheds and temporal tracking. IEEE Transactions on Circuits and Systems for Video Technology, 8(5):539–546, 1998.
46. B.L. Yeo and B. Liu. Rapid scene analysis on compressed video. IEEE Transactions on Circuits and Systems for Video Technology, 5(6):533–544, 1995.
47. M.M. Yeung and B.L. Yeo. Video visualization for compact presentation and fast browsing of pictorial content. IEEE Transactions on Circuits and Systems for Video Technology, 7(5):771–785, 1997.
48. M. Yeung, B.L. Yeo, and B. Liu. Segmentation of video by clustering and graph analysis. computer Vision and Image Understanding, 71(1):94–109, 1998.
49. H. Yi, D. Rajan, and L.T. Chia. A motion-based scene tree for compressed video content management. Image and Vision Computing, 24(2):131–142, 2006.
50. H.H. Yu and W. Wolf. A hierarchical multiresolution video shot transition detection scheme. Computer Vision and Image Understanding, 75(1–2):196–213, 1999.
51. H.J. Zhang, C.Y. Low, S.W. Smoliar, and J.H. Wu. Video parsing, retrieval and browsing: an integrated and content-based solution. In Proceedings of ACM International Conference on Multimedia, pages 15–24, 1995.
52. H.J. Zhang, J.H. Wu, C.Y. Low, and S.W. Smoliar. A video parsing, indexing and retrieval system. In Proceedings of ACM International Conference on Multimedia, pages 359–360, 1995.
53. H.J. Zhang, J. Wu, D. Zhong, and S.W. Smoliar. An integrated system for content-based video retrieval and browsing. Pattern Recognition, 30(4):643–658, 1997.
54. Y.J. Zhang and H.B. Lu. Ahierarchical organization scheme for video data. Pattern Recognition, 35(11):2381–2387, 2002.