Breast cancer detection in mammogram with AM-FM modeling and Gabor filtering

International Conference on Signal Processing Proceedings, ICSP

Volumn 3, Issue , 2004, Pages 2564-2567

  Elshinawy, Mona Y ^a   Zeng, Jianchao ^a   Lo, Shih Chung B ^b   Chouikha, Mohamed F ^a  

^a Howard University   (United States)

^b GEORGETOWN UNIVERSITY   (United States)

Author keywords

AM FM image modeling; Breast cancer detection; Gabor filtering; Mammography images

Indexed keywords

AMPLITUDE MODULATION; FEATURE EXTRACTION; FILTRATION; FREQUENCY MODULATION; IMAGE ANALYSIS; MATHEMATICAL MODELS; RADIOLOGY; SIGNAL PROCESSING; TUMORS;

AM-FM IMAGE MODELING; BREAST CANCER DETECTION; GABOR FILTERING; MAMMOGRAPHY IMAGES;

MAMMOGRAPHY;

EID: 7644235009     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. L Kinnard, "Segmentation of Mass Bodies and Their Extended Borders on Mammograms Using Maximum-Likelihood Analysis," PhD Thesis, ECE Dept, Howard Univ., July 2003.
2. J. Havlicek, D. Harding, A. Bovik, "Discrete Quasi-Eigen Function Approximation for AM-FM Image Analysis," Proceedings of the International Conference on Image Processing, Volume: 1, Pages: 633-636, 1996.
3. J. Havlicek, N. Mamuya, and A. Bovik, "Skewed 2D Hilbert transforms and Computed AM-FM Models," Proceedings of the International Conference on Image Processing, Volume: 1, 1998 Page(s): 602-606.
4. T. Weldon, W. Higgins, "Designing Multiple Gabor Filters for Multi-Texture Image Segmentation," To appear: Optical Engineering.
5. B. Lo, H. Li, Y. Wang, L. Kinnard, and M. T. Freedman, 'A Multiple Circular Path Convolution Neural Network System for Detection of Mammographic Masses", IEEE Transactions on Medical Imaging, vol. 21, no. 2, pp. 150-158, Feb. 2002.
6. L. Zheng and A. K. Chan, "An Artificial Intelligent Algorithm for Tumor Detection in Screening Mammogram" IEEE Transactions on Medical Imaging, vol. 20, no. 7, pp. 559-567, 2001.
7. J. Havlicek, "AM-FM Image Models," PhD thesis, University of Texas at Austin, December 96.