Automatic categorization of image regions using dominant color based vector quantization

Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008

Volumn , Issue , 2008, Pages 191-198

  Islam, Md Monirul ^a   Zhang, Dengsheng ^a   Lu, Guojun ^a  

^a UNIVERSITY OF BALLARAT   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC CATEGORIZATION; DOMINANT COLOR; DOMINANT COLOR DESCRIPTORS; FEATURE VECTORS; IMAGE REGIONS; NUMBER OF CLUSTERS; STOPPING CRITERIA; VECTOR QUANTIZATION ALGORITHMS;

COLOR; LEARNING ALGORITHMS; VECTORS;

VECTOR QUANTIZATION;

EID: 67549125053     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DICTA.2008.17     Document Type: Conference Paper

References (11)

1. Vailaya, M. A. T. Figueiredo, A. K. Jain, and H.-J. Zhang, "Image Classification for Content-Based Indexing," IEEE Transaction on Image Processing, Vol. 10, No. 1, pp. 117- 130, Jan 2001. (Pubitemid 32136886)
2. M. Szummer and R.W. Picard, "Indoor-Outdoor Image Classification," IEEE Intl Workshop on Content-based Access of Image and Video Databases, Jan 1998.
3. Y. Liu, D. Zhang, G. Lu, and W.-Y. Ma, " Deriving High- Level Concepts Using Fuzzy-ID3 Decision Tree for Image Retrieval," in the Proceedings of IEEE ICASSP, Vol 2, pp. 501-504, Mar 2005.
4. S. D. MacArthur, C. E. Brodley, and C. Shyu, "Relevance Feedback Decision Trees in Content-Based Image Retrieval," in the Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries, Hilton Head, SC, Jun 2000.
5. Y. Liu, D. Zhang, and G. Lu, "Region-based image retrieval with high-level semantics using decision tree learning," Pattern Recognition, In Press, corrected proof available online 16 Dec 2007.
6. F. Jing, M. Li, H. J. Zhang, and B. Zhang. "An Efficient and Effective Region-Based Image Retrieval Framework," IEEE Transaction on Image Processing, Vol. 13, No. 5, May 2004.
7. Y. Deng, and B. S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol.23, issue 8, pp. 800-810, 2001.
8. B. S. Manjunath , P. Salembier, and T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, John Wiley & Sons, Inc., New York, NY, 2002.
9. A. Gersho and R.M Gray, Vector Quantization and Signal Compression, Kluwer Academic Publishers, Norwell, Mass., 1993.
10. D. Zhang, "Improving Image Retrieval Performance by Using Both Color and Texture Features," In the Proceedings of the third International Conference on Image and Graphics, pp. 172-175, Dec 2004. (Pubitemid 40498057)
11. N.-C. Yang, W.-H. Chang, C.-M. Kuo, and T.-H. Li, "A fast MPEG-7 dominant color extraction with new similarity measure for image retrieval," Journal of Visual Communication & Image Retrieval, Vol. 19, pp. 92-105, 2008. (Pubitemid 350309518)