The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.02 - April-June (2012 vol.19)
pp: 28-37
Ranjan Parekh , Jadavpur University, India
ABSTRACT
<p>An automated system for recognizing human skin disease conditions analyzes skin texture images using texture recognition techniques based on gray-level co-occurrence and wavelet decomposition matrices.</p>
INDEX TERMS
multimedia, texture recognition, medical image analysis, gray-level co-occurrence matrix (GLCM), wavelet decomposition matrix (WDM), wavelet decomposition, skin disease identification, computer vision
CITATION
Ranjan Parekh, "Using Texture Analysis for Medical Diagnosis", IEEE MultiMedia, vol.19, no. 2, pp. 28-37, April-June 2012, doi:10.1109/MMUL.2010.88
REFERENCES
1. H. Muller et al., "A Review of Content-Based Image Retrieval Systems in Medical Applications: Clinical Benefits and Future Directions," Int'l J. Medical Informatics, vol. 73, no. 1, 2004, pp. 1–23.
2. D.W. Bates et al., "The Costs of Adverse Drug Events in Hospitalized Patients," J. Am. Medical Assoc., vol. 277, no. 4, 1997, pp. 307–311.
3. N.S. Weingart et al., "Epidemilogy of Medical Error," BMJ, vol. 320, Mar. 2000, pp. 774–777.
4. D. Copec et al., "Human Errors in Medical Practice: Systematic Classification and Reduction with Automated Information Systems," J. Medical Systems, vol. 27, no. 4, 2003, pp. 297–313.
5. R.M. Haralick, "Statistical and Structural Approaches to Texture," Proc. IEEE, vol. 67, no. 5, 1979, pp. 786–804.
6. A. Haar, "Zur Theorie der Orthogonalen Funktionensysteme" [On the Theory of Orthogonal Function Systems], Mathematische Annalen, vol. 69, no. 3, 1910, pp. 331–371.
7. C.R. Shyu, A. Kak, and A. Kosaka, "ASSERT: A Physician in the Loop CBRS for HRCT Image Databases," Comp. Vision and Image Understanding, vol. 75, no. 1, 1999, pp. 111–132.
8. S. Xia, W. Mo, and Z. Zhang, "A Content Based Retrieval System for Endoscopic Images," Int'l J. Information Technology, vol. 11, no. 2, 2005, pp. 27–32.
9. N.K. Al abbadi, N.S. Dahir, and Z.A. Alkareem, "Skin Texture Recognition Using Neural Networks," Proc. Int'l Arab Conf. on Information Technology, 2008, pp. 1–4.
10. D. Tahmoush and H. Samet, "A Web Collaboration System for Content Based Retrieval of Medical Images," Proc. SPIE Medical Imaging − PACS and Medical Informatics, vol. 6516, SPIE, 2007.
20 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool