A kohonen clustering based approach to segmentation of prostate from trus data using gray-level co-occurrence matrix

Proceedings of the Eighth IASTED International Conference on Computer Graphics and Imaging, CGIM 2005

Volumn , Issue , 2005, Pages 66-69

  Zaim, Amjad ^a   Jankun, Jerzy ^b  

^a InfoMD Consultancy Group   (United States)

^b MEDICAL COLLEGE OF OHIO   (United States)

Author keywords

Gray level co occurrence matrix (GLCM); Prostate; Segmentation; Self organizing map (SOM); Transrectal ultrasound (TRUS)

Indexed keywords

DATA REDUCTION; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MATRIX ALGEBRA; VECTOR QUANTIZATION;

GRAY-LEVEL CO-OCCURRENCE MATRIX (GLCM); PROSTATE; SEGMENTATION; SELF-ORGANIZING MAP (SOM); TRANSRECTAL ULTRASOUND (TRUS);

IMAGE ANALYSIS;

EID: 33644525899     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. A, Zaim, R, Keck, R, S, Selman, and J, Jankun, Three-dimensional ultrasound image matching system for photodynamic therapy, Proceedings of BIOS-SPIE, 2001, 327-337.
2. J. Jankun and A. Zaim, An image-guided robotic system for photodynamic Therapy of the prostate, SPIE Proceeding, 1999, 220-230.
3. A. Ghanei, H. Soltanian-Zadeh, A. Ratkesicz and F. Yin, A three-dimensional deformable model for segmentation of human prostate from ultrasound image, Medical Physics, 28(3), 2001, 2147-2153.
4. N. Hu, D. Downey, A. Fenster, and H. Ladak, "Prostate surface segmentation from 3D ultrasound images, IEEE International Symposium on Biomedical Imaging, Washington, D. C., 2002, 613-616.
5. S.D. Pathak, V. Chalana, D.R. Haynor and Y. Kim, Edge-guided boundary delineation in prostate ultrasound Images, IEEE Trans. Med. Img.,19(10), 2000, 1211-1219.
6. D. Shen, Y. Zhan and C. Davatzikos, Segmentation of prostate boundaries from ultrasound images using statistical shape model, IEEE Trans. On Med. Imaging, 22(4), 2003, 845-850.
7. R.G Aarnink., A.L. Huyanen, Giesen, J. De la Rosette, F. Debruyne, H. Wijkstra and A. Kemura., Automated prostate volume determination with ultrasonographic imaging, Journal of Urology, 155(, 1996. 1038-1039.
8. K. R. Castleman, Digital Image Processing (Upper Saddle River, New Jersey: Prentice-Hall, 1996).
9. W, Niblack, An Introduction to Digital Image Processing (Massachusetts: Upper Saddle River, New Jersey: Prentice-Hall, 1996).
10. R, C, Gonzalez, Digital Image Processing (Massachusetts: Addison-Wisely, 1996).
11. T. Kohonen. Self-Organizing Maps (New York, Springer-Verlag, 2001).