IJSER Home >> Journal >> IJSER
International Journal of Scientific and Engineering Research
ISSN Online 2229-5518
ISSN Print: 2229-5518 3    
Website: http://www.ijser.org
scirp IJSER >> Volume 2, Issue 3, March 2011 Edition
Color Image Segmentation - An Approach
Full Text(PDF, 3000)  PP.  
S.Pradeesh Hosea, S. Ranichandra, T.K.P.Rajagopal
color images, segmentation, image processing.
The literature on the color image segmentation is very large and it has been delimited to review some important literature to trace the core issues. On the basis of the identified issues, objectives were drawn to prosecute a fresh study in the color image segmentation. This Literature review helps researcher to understand various techniques, themes, methodologies, approaches and controversies so for applied for color image segmentation. The algorithm combining color and texture information for the segmentation of color images. The algorithm uses maximum likelihood classification combined with a certainty based fusion criterion. It was validated using mosaics of real color textures presented in Color and texture fusion: application to aerial image segmentation.
[1] M. -P. Dubuisson-Jollyand A. Gupta, Color and texture fusion: application to aerial image segmentation and GIS updating, Volume 18, Issue 10, July 2000, Pages 823-832.

[2] H. D. Cheng, X. H. Jiang, Y. Sun, Jingli Wang, Color image segmentation: advances and prospects Vol. 34, No. 12. (December 2001), pp. 2259-2281.

[3] F. Kurugollu, B. Sankur and A. E. Harmanci (2001) Color image segmentation using histogram multithresholding and fusion Volume 19, Issue 13, 1 November 2001, Pages 915-928

[4] T. Kanungo, D. M. Mount, N. Netanyahu, C. Piatko, R. Silverman, and A. Y. Wu, An efficient k-means clustering algorithm: Analysis and implementation, IEEE Trans. Pattern Analysis and Machine Intelligence, 24 (2002), 881-892.

[5] Chi zhang, P. Wang, A New Method of Color Image Segmentation Based on Intensity and Hue Clustering, volume 3 2002.

[6] Tie Qi Chen', Yi L. Murphey', Robert Karlsen 2, and Grant Gerhartd were present the method of Color Image Segmentation in the Color and Spatial Domains, 2002.

[7] Faguo Yang and Tianzi Jiang, Pixon-Based Image Segmentation, With Markov Random Fields, VOL. 12, NO. 12, DECEMBER 2003.

[8] Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz. A four-stage system for blind colour image segmentation. Volume 10, Number 2/2003 Pages127-137.

[9] Dmitriy Fradkin, Ilya Muchnik, A Study of K-Means Clustering for Improving Classification Accuracy of Multi-Class SVM, DIMACS Technical Report 2004-02 April 2004.

[10] Cheolha Pedro Lee, Robust Image Segmentation using Active Contours: Level Set Approaches. 2005.

[11] Chris Vutsinas, Image Segmentation: K-Means and EM Algorithms, 2007.

[12] Ahmed REKIK, Mourad Zribi, Ahmed Ben Hamida, Mohammed Benjelloun (2007) Review of satellite image segmentation for an optimal fusion system based on the edge and region approaches.Vol.7 No.10, October 2007.

[13] Milind M. Mushrifand Ajoy K. Ray Color image segmentation: Rough-set theoretic approach Volume 29, Issue 4, 1 March 2008, Pages 483-493.

[14] Shashi Dobhal, Performance analysis of high-resolution and hyperspectral data fusion for classification and linear feature extraction. January, 2008.

[15] Sheng-xian Tu, Su Zhang, Ya-zhu Chen, Chang-yan Xiao and Lei Zhang, A bintree energy approach for colour image segmentation using adaptive channel selection, in February 2008.

[16] Salim Ben Chaabane, Mounir Sayadi, Farhat Fnaiech and Eric Brassart, Colour Image Segmentation Using Homogeneity Method and Data Fusion Techniques from Hindawi Publishing Corporation in may 2009.

[17] Fahimeh Salimi, Mohammad T. Sadeghi, Decision Level Fusion of Colour Histogram Based Classifiers for Clustering of Mouth Area Images from International Conference on Digital Image Processing in 2009.


[19] Jun Zhang, Qieshi Zhang, and Jinglu Hu, RGB Color Centroids Segmentation (CCS) for Face Detection, ICGST-GVIP Journal, ISSN 1687-398X, Volume (9), Issue (II), April 2009.

Untitled Page