Detection of architectural distortion in mammogram images using contourlet transform

2013 IEEE International Conference on Emerging Trends in Computing, Communication and Nanotechnology, ICE-CCN 2013

Volumn , Issue , 2013, Pages 177-180

  Anand, S ^a   Rathna, R Aynesh Vijaya ^a  

^a MEPCO SCHLENK ENGINEERING COLLEGE   (India)

Author keywords

Architectural distortion; Contourlet Transform; Phase Portraits

Indexed keywords

ARCHITECTURAL DISTORTIONS; CONTOURLET TRANSFORM; DETECTION METHODS; MAMMOGRAM IMAGES; MICROCALCIFICATIONS; ORIENTATION ANALYSIS; PHASE PORTRAIT; TEXTURAL ANALYSIS;

COMMUNICATION; DISEASES; NANOTECHNOLOGY; X RAY SCREENS;

MAMMOGRAPHY;

EID: 84881082805     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICE-CCN.2013.6528488     Document Type: Conference Paper

References (16)

1. N. Karssemeijer and G. M. te Brake, "Detection of stellate distortions in mammograms," IEEE Trans. Med. Imag., vol. 15, no. 5, pp. 611-619, Oct. 1996. (Pubitemid 126780350)
2. F. J. Ayres and R. M. Rangayyan, "Design and performance analysis of oriented feature detectors," J. Electron. Imag., vol. 16, no. 2, pp. 023007:1-023007:12, 2007.
3. F. J. Ayres and R. M. Rangayyan, "Characterization of architectural distortion in mammograms," IEEE Eng. Med. Biol. Mag., vol. 24, no. 1, pp. 59-67, Jan. 2005. (Pubitemid 40188491)
4. R. M. Rangayyan and F. J. Ayres, "Gabor filters and phase portraits for the detection of architectural distortion in mammograms," Med. Biol. Eng. Comput, vol. 44, pp. 883-894, Aug. 2006. (Pubitemid 44530560)
5. R. Zwiggelaar, T.C. Parr, I.W. Hutt, C.J. Taylor, S.M. Astley, and C.R.M. Boggis, "Model-based detection of spiculated lesions in mammograms," Medical Image Analysis, vol. 3, no. 1, pp. 39-63, 1999.
6. R.L. Birdwell, D.M. Ikeda, K.F. O'Schaughnessy, and E.A. Sickles, "Mammographie characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection," Radiology, vol. 219, no. 1, pp. 192-202, 2001. (Pubitemid 32234073)
7. J. A. Baker, E. L. Rosen, J. Y. Lo, E. I. Gimenez, R. Walsh, and M. S. Soo, "Computer-aided detection (CAD) in screening mammography: Sensitivity of commercial CAD systems for detecting architectural distortion," Am. J. Roentgenol., vol. 181, pp. 1083-1088, 2003. (Pubitemid 37151795)
8. E. S. Burnside, E. A. Sickles, R. E. Sohlich, and K. E. Dee, "Differential value of comparison with previous examinations in diagnostic versus screening mammography," Am. J. Roentgenol., vol. 179, pp. 1173-1177, 2002. (Pubitemid 35204369)
9. B. Zheng, W. F. Good, D. R. Armfield, C. Cohen, T. Hertzberg, J. H. Sumkin, and D. Gur, "Performance change of mammographie CAD schemes optimized with most-recent and prior image databases," Acad. Radiol., vol. 10, pp. 283-288, 2003. (Pubitemid 36259202)
10. Burrell, A. Evans, A. Wilson, and S. Pinder, "False-negative breast screening assessment: What lessons we can learn," Clinical Radiology, vol. 56, pp. 385-388, 2001. (Pubitemid 35023750)
11. D. M. Ikeda, R. L. Birdwell, K. F. O'Shaughnessy, E. A. Sickles, and R. J. Brenner, "Computer-aided detection output on 172 subtle findings on normal mammograms previously obtained in women with breast cancer detected at follow-up screening mammography," Radiology, vol. 230, pp. 811-819, 2004.R.L. (Pubitemid 38252881)
12. N. Eltonsy, G Tourassi, and A. Elmaghraby, H. U. Lemke, K. Inamura, K. Doi, M. W. Vannier, and A. G Farman, Eds., "Investigating performance of a morphology-based CAD scheme in detecting architectural distortion in screening mammograms," in Proc. 20th Int. Congress Exhibit. Comput. Assist. Radiolol. Surg. (CARS 2006), Osaka, Japan, Jun. 2006, pp. 336-338. (Pubitemid 44438198)
13. Y. Lu and M. N. Do, "CRISP-contourlet: a critically sampled directional multiresolution image representation," in Proc. SPIE Conf. on Wavelet Applications in Signal and Image Processing, San Diego, Aug. 2003.
14. D. D.-Y. Po and M. N. Do, "Directional multiscale modeling of images using the contourlet transform," IEEE Trans. Image Proc, to appear, http://www.ifp.uiuc.edu/~minhdo/publications.
15. M. N. Do, and M. Vetterli., "The countourlet transform: an efficient directional multiresolution image representation", IEEE Transactions on Image Processing, vol. 14, pp. 2091-2106, 2005 (Pubitemid 41781516)
16. F. J. Ayres and R. M. Rangayyan, "Reduction of false positives in the detection of architectural distortion in mammograms by using a geometrically constrained phase portrait model," Int. J. Comput. Assist. Radiol. Surg, vol. 1, pp. 361-369, 2007.