Unsupervised tissue image segmentation through object-oriented texture

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 2516-2519

  Tosun, Akif Burak ^a   Sokmensuer, Cenk ^b   Gunduz Demir, Cigdem ^a  

^a BILKENT UNIVERSITY   (Turkey)

^b HACETTEPE UNIVERSITY   (Turkey)

Author keywords

Image segmentation; Quantitative medical image analysis; Texture analysis

Indexed keywords

MEDICAL IMAGE ANALYSIS; OBJECT ORIENTED; QUANTITATIVE RESULT; REGION GROWING; SEGMENTATION ALGORITHMS; SEGMENTED REGIONS; SPATIAL INFORMATIONS; TEXTURE ANALYSIS; TISSUE COMPONENTS; TISSUE IMAGE SEGMENTATION; TISSUE IMAGES; UNSUPERVISED SEGMENTATION;

ALGORITHMS; IMAGE ANALYSIS; INFORMATION USE; MEDICAL IMAGING; PATTERN RECOGNITION; TEXTURES; TISSUE;

IMAGE SEGMENTATION;

EID: 78149475295     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.616     Document Type: Conference Paper

References (9)

1. WHO, "Cancer", World Health Organization, 2009.
2. M.N. Gurcan, R. Ernst, A. Oto, S. Worrell, J.W. Hoffmeister, S.K. Rogers, "Measurement of colonic polyp size from virtual colonoscopic studies: comparison of manual and automated methods", Proc. of SPIE Medical Imaging, vol. 6144, pp. 1710-1721, 2006.
3. C. Demir, S.H. Gultekin, B. Yener, "Learning the topological properties of brain tumors", IEEE/ACM Trans. Comput. Biol. Bioinf., vol. 2 (3), pp. 262-270, 2005.
4. Y. Deng, B.S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video", PAMI, vol. 23 (8), pp. 800-810, 2001.
5. J. Shi, J. Malik, "Normalized cuts and image segmentation", PAMI, vol. 22 (8), pp. 888-905, 2000.
6. L. Zhang, Q. Ji, "Image segmentation with a unified graphical model", PAMI, 99 (PrePrints), 2009.
7. J. Smolle, "Computer recognition of skin structures using discriminant and cluster analysis", Skin. Res. Technol., vol. 6 (2), 58-63, 2000.
8. Y. Wang, D. Crookes, O.S. Eldin, S. Wang, P. Hamilton, J. Diamond, "Assisted diagnosis of cervical intraepithelial neoplasia (CIN)", IEEE J. Sel. Top. Sign. Proces., vol. 3 (1), pp. 112-121, 2009.
9. A.B. Tosun, M. Kandemir, C. Sokmensuer, C. Gunduz-Demir, "Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection", Pattern Recognit., vol. 42 (6), pp. 1104-1112, 2009.