A new approach for unsupervised segmentation

Applied Soft Computing Journal

Volumn 10, Issue 3, 2010, Pages 689-693

  Jiji, G Wiselin ^a   Ganesan, L ^b  

^a DR SIVANTHI ADITANAR COLLEGE OF ENGINEERING   (India)

^b ALAGAPPA CHETTIAR COLLEGE OF ENGINEERING AND TECHNOLOGY   (India)

Author keywords

Colour Fuzzy Texture Spectrum; Segmentation; SOMs

Indexed keywords

COLOUR FUZZY TEXTURE SPECTRUM; DESCRIPTORS; FUZZY TEXTURE UNIT; MOMENT FEATURES; NEW APPROACHES; REGIONS OF INTEREST; SEGMENTATION RESULTS; SPATIAL FEATURES; TEXTURE IMAGE; UNSUPERVISED SEGMENTATION;

COLOR; FUZZY LOGIC; IMAGE RETRIEVAL; IMAGE SEGMENTATION;

TEXTURES;

EID: 77649235570     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2008.06.002     Document Type: Article

References (12)

1. Autio J., Lukkarinen S., Rantanen L., and Visa A. The classification and characterisation of rock using texture analysis by co-occurrence matrices and the Hough transform. International Symposium of Imaging Applications in Geology. Belgium, May (1999) 5-8
2. Brodatz P. Texture: A photographic Album for Artists and Designers (1968), Reinhold, New York
3. Sklansky J. Image segmentation and feature extraction. IEEE Transactions on Systems, Man, and Cybernetics 8 (1978) 237-247
4. Himberg J., Ahola J., Alhoniemi E., Vesanto J., and Simula O. The self-organizing map as a tool in knowledge engineering. Pattern Recognition in Soft Computing Paradigm (2001) (Chapter 1)
5. Kohonen T. Automatic formation of topological maps of patterns in a self organizing system. Proceedings of 2nd Scandinavian Conference on Image Analysis (SCIA). Helsinki, Finland (1981) 214-220
6. Kohonen T. Self-organizing formation of topologically correct feature maps. Biological Cybernetics 43 1 (1982) 59-69
7. Mitra S., Pal S.K., and Mitra P. Data mining in soft computing framework: a survey. IEEE Transactions on Neural Networks 13 1 (2002) 3-14
8. Ultsch A., and Siemon H.P. Kohonen's self organizing feature maps for exploratory data analysis. Proceedings of 1990 International Neural Network Conference (INNC'90). Dordrecht, Netherlands, Kluwer (1990) 305-308
9. G. Van de Wouwer, S. Livens, P. Scheunders, D. Van Dyck, Colour texture classification by wavelet energy correlation signatures, pattern recognition, special issue on colour and texture analysis, 1998 preprint.
10. Palm C., and Lehmann T.M. Classification of colour textures by Gabor filtering. Machine Graphics & Vision 11 2/3 (2002) 195-219
11. He D.-C., and Wang L. Texture unit, texture spectrum and texture analysis. IEEE Transactions on Geo Science and Remote Sensing 28 4 (1990) 509-512
12. Nipon Theera-Umpon, Senior Member, IEEE, and Sompong Dhompongsa, Morphological Granulometric Features of Nucleus in Automatic Bone marrow White Blood cell Classification, IEEE Transactions on Information Technology in Biomedicine, 11 (2) (2007).