A Gabor filter-based classification for diffuse lung opacities in thin-section computed tomography images

4th International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, KES 2000 - Proceedings

Volumn 2, Issue , 2000, Pages 780-783

  Mitanib, Y ^a   Hirayama, H ^b   Yasuda, H ^b   Kido, S ^b   Hamamoto, Y ^b   Ueda, K ^c   Matsunaga, N ^c  

^a Yamaguchi Junior College   (Japan)

^b YAMAGUCHI UNIVERSITY   (Japan)

^c YAMAGUCHI UNIVERSITY SCHOOL OF MEDICINE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL ORGANS; COMPUTER AIDED DIAGNOSIS; COMPUTERIZED TOMOGRAPHY; IMAGE CLASSIFICATION; OPACITY; COMPUTER VISION; IMAGE ANALYSIS; MATHEMATICAL MODELS; TEXTURES; WAVE FILTERS;

COMPUTED TOMOGRAPHY IMAGES; COMPUTER AIDED DIAGNOSIS SYSTEMS; DIFFUSE LUNG DISEASE; FILTER-BASED; HRCT IMAGES; PERFORMANCE; THIN-SECTIONS;

GABOR FILTERS; PULMONARY DISEASES;

DIFFUSE LUNG OPACITIES; GABOR FILTER-BASED CLASSIFICATION; THIN-SECTION COMPUTED TOMOGRAPHY IMAGES;

EID: 0033658250     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/KES.2000.884162     Document Type: Conference Paper

References (7)

1. J. S. Duncan and N. Ayache, "Medical image analysis: Progress over two decades and the challenges ahead," IEEE Trans., PAMI-22, no.l, pp.85-106, 2000.
2. D. Gabor, "Theory of communication," J. Inst. Elect. Engr., vol.93, pp.429-457, 1946.
3. Y. Hamamoto, S. Uchimura, M. Watanabe, T. Yasuda, Y. Mitani, and S. Tomita, "A Gabor filter-based method for recognizing handwritten numerals," Pattern Recognition, vol.31, no.4, pp.395-400, 1998.
4. R. M. Haralick, K. Shanmugam, and I. Dinstein, "Textural features for image classification," IEEE Trans., Systems, Man, and Cybernetics, vol.SMC-3, no.6, pp.610-621, 1973.
5. K. Fukunaga, Introduction to statistical pattern recognition, Second Edition, Academic Press, 1990.
6. P. A. Devijver and J. Kittler, Pattern recognition: A statistical approach, Prentice/Hall, 1982.
7. T. M. Cover and P. E. Hart, "Nearest neighbor pattern classification," IEEE Trans., IT-13, pp.21-27, 1967.