Fast image segmentation based on K-means clustering with histograms in HSV color space

Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008

Volumn , Issue , 2008, Pages 322-325

  Chen, Tse Wei ^a   Chen, Yi Ling ^a   Chien, Shao Yi ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR IMAGE PROCESSING; DIGITAL IMAGE STORAGE; IMAGE ENHANCEMENT; IMAGE PROCESSING; IMAGE SEGMENTATION; OPTICAL PROPERTIES; SIGNAL PROCESSING; TECHNICAL PRESENTATIONS; WATER SUPPLY SYSTEMS;

COLOR HISTOGRAMS; COLOR IMAGE SEGMENTATIONS; COMPUTATIONAL SPEEDS; GRAY HISTOGRAMS; HSV COLOR SPACES; HUMAN PERCEPTIONS; K-MEANS; K-MEANS CLUSTERING; NUMBER OF CLUSTERS; POST-PROCESSING; SALIENT REGIONS; SEGMENTATION ALGORITHMS; SEGMENTATION RESULTS; SPATIAL REGIONS;

COLOR;

EID: 58049118398     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MMSP.2008.4665097     Document Type: Conference Paper

References (9)

1. L. Lucchese and S. Mitray, "Color image segmentation: A state-of-the-art survey," in Proceedings of the Indian National Science Academy, Mar. 2001, pp. 207-221, (Invited Paper).
2. M. Luo, Y.-F. Ma, and H.-J. Zhang, "A spatial constrained K-Means approach to image segmentation," in Proceedings of the Joint Conference of International Conference on Information, Communications and Signal Processing, and Pacific Rim Conference on Multimedia, vol. 2, Dec. 2003, pp. 738-742.
3. V. Mezaris, I. Kompatsiaris, and M. G. Strintzis, "Still image segmentation tools for content-based multimedia applications," International Journal of pattern recognition and artificial intelligence, vol. 18, no. 4, pp. 701-725, Jun. 2004.
4. T. Elomaa and H. Koivistoinen, "On autonomous K-Means clustering," in Proceedings of 15th International Symposium on Methodologies for Intelligent Systems, May 2005, pp. 228-236.
5. S. Sural, G. Qian, and S. Pramanik, "Segmentation and histogram generation using the HSV color space for image retrieval," in Proceedings of IEEE International Conference on Image Processing, Sep. 2002, pp. 589-592.
6. J. R. Smith, "Color for image retrieval," in Image Databases. John Wiley & Sons, Inc., 2002, ch. 11, pp. 285-311.
7. Z.-K. Huang and D.-H. Liu, "Segmentation of color image using EM algorithm in HSV color space," in Proceedings of IEEE International Conference on Information Acquisition, Jul. 2007, pp. 316-319.
8. W. Chen, Y. Q. Shi, and G. Xuan, "Identifying computer grahics using HSV color model and statistical moments of characteristic functions," in Proceedings of IEEE International Conference on Multimedia and Expo, Jul. 2007, pp. 1123-1126.
9. J. Smith and S.-F. Chang, "Single color extraction and image query," in Proceedings of IEEE International Conference on Image Processing, Oct. 1995, pp. 528-531.