Clustering of compressed illumination-invariant chromaticity signatures for efficient video summarization

Image and Vision Computing

Volumn 21, Issue 8, 2003, Pages 705-716

  Drew, Mark S ^a   Au, James ^a  

^a SIMON FRASER UNIVERSITY   (Canada)

Author keywords

Chromaticity; Clustering; Colour; Illumination invariance; Video summarization

Indexed keywords

COMPUTER VISION; DATABASE SYSTEMS; GRAPH THEORY; HIERARCHICAL SYSTEMS; IMAGE COMPRESSION; LIGHTING; VECTORS;

CHROMATICITY;

IMAGE ANALYSIS;

EID: 0038053152     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0262-8856(03)00065-9     Document Type: Article

References (25)

1. J. Berens, G.D. Finlayson, Log-opponent chromaticity coding of colour space, In: ICPR '00, 2000, to appear.
2. Borges C.F. Trichromatic approximation method for surface illumination. J. Opt. Soc. Am. A. 8:1991;1319-1323.
3. DeMenthon D., Kobla V., Doermann D. Video summarization by curve simplification. In: ACM MM98. 1998.
4. Drew M.S., Wei J., Li Z.N. Illumination-invariant image retrieval and video segmentation. Pattern Recogn. 32:1999;1369-1388.
5. M.S. Drew, J. Au, Video keyframe production by efficient clustering of compressed chromaticity signatures. In: ACM Multimedia '00, pp. 365-368, 2000, http://www.cs.sfu.ca/̃mark/ftp/AcmMM00.
6. M.S. Drew, J. Au, Video summarization by efficient clustering of compressed chromaticity signatures. In: The First IEEE Pacific-Rim Conference on Multimedia, 2000, http://www.cs.sfu.ca/̃mark/ftp/Ismip00.
7. M.S. Drew, Z.-N. Li, X. Zhong, Video dissolve and wipe detection via spatio-temporal images of chromatic histogram differences. In: International Conference on Image Processing: ICIP '00, pp. III 929-932, 2000, http://www.cs.sfu.ca/mark/ftp/Icip00/icip00.pdf.
8. Drew M.S., Wei J., Li Z.N. Illumination-invariant color object recognition via compressed chromaticity histograms of color-channel-normalized images. In: ICCV98. 1998;IEEE.
9. Everitt B.S. Cluster analysis. third ed :1993;Halsted Press.
10. Ferman A.M., Tekalp A.M. Multiscale content extraction and representation for video indexing, In: SPIE Multimedia Storage and Archiving Systems II. 1997.
11. Ferman A.M., Tekalp A.M. Efficient filtering and clustering methods for temporal video segmentation and visual summarization. J. Vis. Commun. Image Rep. 9:1998;336-351.
12. Finlayson G.D., Hubel P.M., Hordley S. Colour by correlation. In: Fifth Color Imaging Conference. 1997.
13. Finlayson G.D., Schiele B., Crowley J.L. Comprehensive colour image normalization. In: ECCV'98. 1998.
14. Girgensohn A., Boreczky J. Time-constrained keyframe selection technique. IEEE MM Systems. 1999.
15. Hanjalic A., Ceccarelli M., Lagendijk R.L., Biemond J. Automation of systems enabling search on stored video data. In: SPIE Storage and Retrieval for Image and Video Databases V. 1997.
16. Kender J.R., Yeo B.L. Video scene segmentation via continuous video coherence. In: CVPR '98. 1998.
17. Paulus D., Horecki K., Wojciechowski K. Localization of colored objects. In: International Conference on Image Processing: ICIP '00. vol. III:2000.
18. Sahouria E., Zakhor A. Content analysis of video using principal components. IEEE Trans. Circ. Sys. Vid. Tech. 9:1999;1290-1298.
19. Swain M.J., Ballard D.H. Color indexing. Int. J. Comput. Vision. 7:(1):1991;11-32.
20. J. Wei, M.S. Drew, Z.N. Li, Illumination invariant video segmentation by hierarchical robust thresholding. In: Electronic Imaging 098: Storage and Retrieval for Image and Video Databases VI, pp. 188-201, 1998, SPIE vol. 3312.
21. Yeo B.-L., Yeung M.M., Classification, simplification and dynamic visualization of scene transition graphs for video browsing In: SPIE Storage and Retrieval for Image and Video Databases VI. 1998.
22. Yeung M.M., Liu B. Efficient matching and clustering of video shots. In: ICIP '95. 1995.
23. Zhang H.J., Tan S.Y., Smoliar S.W., Gong Y. Video parsing, retrieval and browsing: an integrated and content-based solution. In: ACM Multimedia '95. 1995.
24. Zhang T., Ramakrishnan R., Livny M. BIRCH: an efficient data clustering method for very large databases. In: ACM-SIGMOD International Conference on Management of Data. 1996.
25. Zhong D., Zhang H., Chang S.-F. Clustering methods for video browsing and annotation. In: SPIE Storage and Retrieval for Image and Video Databases IV. 1996.