Image indexing and retrieval based on vector quantization

Pattern Recognition

Volumn 40, Issue 11, 2007, Pages 3299-3316

  Teng, Shyh Wei ^a   Lu, Guojun ^a  

^a UNIVERSITY OF BALLARAT   (Australia)

Author keywords

Image compression; Image indexing; Image retrieval; Vector quantization

Indexed keywords

DATA COMPRESSION; DIGITAL IMAGE STORAGE; DIGITAL LIBRARIES; INDEXING (OF INFORMATION); VECTOR QUANTIZATION;

COMPRESSED IMAGE DATA; IMAGE INDEXING; RETRIEVAL PERFORMANCE; RETRIEVAL TECHNIQUES;

IMAGE RETRIEVAL;

EID: 34250796178     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2007.01.029     Document Type: Article

References (27)

1. G. Lu, Communication and Computing for Distributed Multimedia Systems, Artech House, 1996.
2. W. Niblack, et al., QBIC Project: querying images by content, using color, texture, and shape, Proceedings of Conference on Storage and Retrieval for Image and Video Databases, 1-3 February 1993, San Jose, CA, US, SPIE, vol. 1908, 1993, pp. 1908-1920.
3. Deb S. Multimedia Systems and Content-Based Image Retrieval (2004), Idea Group Publishing, Hershey, PA
4. Lecce V.D., and Guerriero A. An evaluation of the effectiveness of image features for image retrieval. J. Visual Commun. Image Representation 10 (1999) 351-362
5. E.L. van den Broek, P.M.F. Kisters, L.G. Vuurpijl, The utilization of human color categorization for content-based image retrieval, Proceedings of Human Vision and Electronic Imaging IX, San José, CA, SPIE, vol. 5292, 2004, pp. 351-362.
6. Qiu G. Color image indexing using BTC. IEEE Trans. Image Process. 12 1 (2003) 93-101
7. Kotoulas L., and Andreadis I. Color histogram content-based image retrieval and hardware implementation. IEE Proc. Circuits, Devices Syst. 150 5 (2003) 387-393
8. G. Pass, R. Zabih, Histogram refinement for content-based image retrieval, IEEE Workshop on Application of Computer Vision, 1996.
9. J. Huang, S. Kumar, M. Mitra, W. Zhu, R. Zabin, Image indexing using color correlograms, IEEE International Conference on Computer Vision and Pattern Recognition, Puerto Rico, June 1997, pp. 762-768.
10. S. Teng, Image Indexing and retrieval based on vector quantization, Ph.D. Thesis, Monash University, July 2003.
11. Ma W.Y., and Zhang H.J. Content-Based Image Indexing and Retrieval (1999), CRC Press LLC, Boca Raton
12. K.L. Tan, B.C. Ooi, C.Y. Yee, An Evaluation of Color-Spatial Retrieval Techniques for Large Image Databases, Multimedia Tools and Applications, vol. 14(1), Kluwer Academic Publishers, The Netherlands, 2001, pp. 55-78.
13. G. Lu, S. Teng, A novel image retrieval technique based on vector quantization, Computational S. Intelligence for Modeling Control and Automation, Viana, Austria, 1999, pp. 160-165.
14. Zhu L., Rao A., and Zhang A. Theory of keyblock-based image retrieval. ACM Trans. Inf. Syst. 20 2 (2002) 224-257
15. Yeh C.H., and Kuo C.J. Content-based image retrieval through compressed indices based on vector quantized images. Opt. Eng. 45 (2006) 1-18
16. S. Teng, G. Lu, Performance study of image retrieval based on vector quantization, ICCIMADE'01: International Conference on Intelligent Multimedia and Distance Education Conference, Fargo, ND, USA, June 1-3, 2001, pp. 76-80.
17. S. Teng, G. Lu, An evaluation of the robustness of image retrieval based on vector quantization, IEEE Pacific-Rim Conference on Multimedia, Beijing, China, October 24-26, 2001, pp. 474-481.
18. S. Teng, G. Lu, Effects of codebook sizes, codeword dimensions, and color spaces on retrieval performance of image retrieval using vector quantization, The Third IEEE Pacific-Rim Conference on Multimedia, Springer, Hsinchu Taiwan, December 16-18, 2002, pp. 217-228.
19. S. Teng, G. Lu, Comparison of retrieval effectiveness of color-based techniques on MPEG-7 common color dataset, The Fourth IEEE Pacific-Rim Conference on Multimedia, Singapore, 2003.
20. D. Zier, J.R. Ohm, Common Datasets and Queries in MPEG-7 Color Core Experiments, 1999.
21. Gersho A., and Gray R.M. Vector Quantization and Signal Compression (1992), Kluwer Academic Publishers, Dordrecht
22. H. Abut (Ed.), Vector Quantization, IEEE Press, New York, 1990.
23. Sayood K. Introduction to Data Compression. second ed. (2000), Morgan Kaufmann Publishers Inc., San Francisco, CA
24. Swain M.J., and Ballard D.H. Color indexing. Int. J. Comput. Vision 7 (1991) 11-32
25. G. Lu, Image retrieval based on color, Proceedings of the Conference on Storage and Retrieval for Image and Video Databases IV, San Jose, CA, 1-2 February 1996, SPIE Proceedings Series, vol. 2670.
26. Sangwine S.J., and Horne R.E.N. The Color Image Processing Handbook (1998), Chapman & Hall, London
27. Teng S., and Lu G. Efficient implementation of vector quantization for image retrieval. The 12th International Multi-Media Modelling Conference. Beijing, China (2006), IEEE Press, New York 280-287