Dictionary based color image retrieval

Journal of Visual Communication and Image Representation

Volumn 19, Issue 7, 2008, Pages 464-470

  Macedonas, A ^a   Besiris, D ^a   Economou, G ^a   Fotopoulos, S ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Color image retrieval; Data compression; Dictionary; Earth Movers Distance; Histogram Intersection; Information theory; Kolmogorov complexity; Sequence analysis; Similarity metric; Wald Wolfowitz Test

Indexed keywords

CLUSTERING ALGORITHMS; COLOR; COLOR IMAGE PROCESSING; INFORMATION RETRIEVAL; OPTICAL PROPERTIES; STANDARDS;

2-D IMAGES; COLOR DISTRIBUTIONS; COLOR HISTOGRAMS; COLOR IMAGE RETRIEVAL; DATA COMPRESSION; DATA COMPRESSOR; DICTIONARY; DISTANCE MEASURES; EARTH MOVERS DISTANCE; HISTOGRAM INTERSECTION; IMAGE SIZES; INFORMATION THEORY; KOLMOGOROV COMPLEXITY; SEQUENCE ANALYSIS; SIMILARITY MEASURES; SIMILARITY METRIC; THREE PARAMETERS; WALD-WOLFOWITZ TEST;

IMAGE RETRIEVAL;

EID: 52049092496     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2008.06.006     Document Type: Article

References (22)

1. Li M., Chen X., Li X., Ma B., and Vitànyi P. The similarity metric. IEEE Trans. Inf. Theory 50 (2004) 3250-3264
2. Cilibrasi R., and Vitànyi P. Clustering by compression. IEEE Trans. Inf. Theory 51 (2005) 1523-1545
3. E. Keogh, S. Lonardi, C.A. Ratanamahatana, Towards parameter-free data mining, in: Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, Washington, USA, 2004, pp. 206-215.
4. Benedetto D., Caglioti E., and Loreto V. Language trees and zipping. Phys. Rev. Lett. 88 4 (2002)
5. Frank E., Chu C., and Witten I.H. Text categorization using compression models. IEEE Data Compression Conf. (2000) 200-209
6. Bennett C.H., Gàcs P., Li M., Vitànyi P., and Zurek W. Information distance. IEEE Trans. Inf. Theory (1998) 1407-1423
7. B. Hescott, D. Koulomzin, On Clustering Images Using Compression, Technical Report, CS Department, Boston University, 2007.
8. Li M., and Zhu Y. Image classification via LZ78 based string kernel: a comparative study. Lect. Notes Comput. Sci. (2006) 704-712
9. Y. Lan, R. Harvey, Image classification using compression distance, in: Proceedings of the Second International Conference on Vision, Video and Graphics, Edinburgh, 2005.
10. L.V. Batista, M.M. Meira, N.L. Canalcanti Jr., Texture classification using local and global histogram equalization and the Lempel-Ziv-Welch algorithm, in: Proceedings of the Fifth International Conference on Hybrid Intelligent Systems, 2005.
11. Sculley D., and Brodeley C.E. Compression and machine learning: a new perspective on feature space vectors. IEEE Proc. Data Compression Conf. (2006)
12. Cebriàn M., Alfonseca M., and Ortega A. Common pitfalls using the normalized compression distance: what to watch out for in a compressor. Commun. Inf. Syst. 5 4 (2005) 367-384
13. Welch T.A. A technique for high performance data compression. IEEE Comput. 17 (1984) 8-19
14. Gasieniec L., and Rytter W. Almost optimal fully LZW-compressed pattern matching. Data Compression Conf. Proc. (1999)
15. Corel Stock Photo Library, Corel Corp., Ontario, Canada.
16. Castelli V., and Bergman L.D. Image Databases: Search and Retrieval of Digital Imagery (2002), John Wiley and Sons, New York
17. Rubner Y., Puzicha J., Tomasi C., and Buhmann J.M. Empirical evaluation of dissimilarity measures for color and texture. Comput. Vis. Image Understand. 84 (2001) 25-43
18. Rubner Y., and Tomasi C. Perceptual Metrics for Image Database Navigation. Kluwer Academic Publishers (2001)
19. Swain M.J., and Ballard D.H. Color indexing. Int. J. Comput. Vis. 7 1 (1991) 11-32
20. Theoharatos C., Laskaris N.A., Economou G., and Fotopoulos S. A generic scheme for color image retrieval based on the multivariate Wald-Wolfowitz test. IEEE Trans. Knowl. Data Eng. 17 6 (2005) 808-819
21. G. Pass, R. Zabih, J. Miller, Comparing images using color coherence vectors, in: Proceedings of the ACM International Multimedia Conference and Exhibition, 1996.
22. Manjunath B.S., Salembier P., and Sikora T. Introduction to MPEG-7: Multimedia Content Description Interface (2002), John Wiley and Sons