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Original Articles

Microcalcification Segmentation Using Normalized Tsallis Entropy: An Automatic “q” Calculation by Exploiting Type II Fuzzy Sets

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Pages 90-96 | Published online: 01 Sep 2014

References

  • Heng-Da Cheng, Yui Man Lui, Rita I. Freimanis: A Novel Approach to Microcalcification Detection Using Fuzzy Logic. IEEE Trans. Med. Imaging 17(3): p. 442–50, 1998.
  • Ping-Sung Liao, Bi-Chang Hsu, Chien-Shun Lo, Pau-Choo Chung, “Automatic Detection of Microcalcifications in Digital Mammograms by Entropy Thresholdiing” 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Amsterdam 1996.
  • Moti Melloul and Leo Joskowicz, “Segmentation of microcalcification in X-ray mammograms using entropy thresholding” CARS 2002, p. 49–56, 2002.
  • R. Hamid and Tizhoosh, “Image thresholding using type II fuzzy sets” Pattern Recognition. 2005. pp. 2363–72.
  • J.M. Mendel and R.I. John, “Type-2 fuzzy sets made simple,” IEEE Trans. on Fuzzy Systems, Vol. 10, pp. 117–27, April 2002.
  • M. Portes de Albuquerque et al. ”Image thresholding using Tsallis entropy ”Pattern Recognition Letters Volume 25, Issue 9, 2 July 2004, pp 1059–65.
  • El-Feghi, M. Galhoud, M.A. Sid-Aadhmed, M. Ahmadi, “Three-Level Gray-Scale Images Segmentation using Non-extensive Entropy,” Computer Graphics, Imaging and Visualization (CGIV 2007), pp.304–7, 2007.
  • K. Thangavel and M. Karnan, “ Computer Aided Diagnosis in Digital Mammograms: Detection of Microcalcifications by Meta Heuristic Algorithms” ICGST-GVIP Journal, Volume (5), Issue (7), May 2005.
  • Abe, S.: Tsallis entropy: How unique? To appear in Continuum Mechanics and Thermodynamics (2003) [condmat/0305087].
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “fuzzy based Micro calcification segmentation” ICECE 2008, IEEE Bangladesh section. pp. 49–54.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “A novel Histogram based technique for grading mammograms” International Conference On Mathematics and Computer Science 2009 “. pp. 123–8.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “A robust algorithm for Micro calcification segmentation” ICJIP pp. 587–93, 2008.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “A Robust Algorithm for Micro Calcification Enhancement” ICIP pp.226–31,2008.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “ A simple Region growing technique for extraction ROI from Mammograms” ICQMOIT, pp.231–8; 2008.
  • M. Y. Sallam and K. W. Bowyer, “Registration and difference analysis of corresponding mammogram images”. Medical Image Analysis, 3(2):103–18,1999.
  • American College of Radiology. “ Illustrated breast imaging reporting data system (BI-RADS)”. Virginia: American College of Radiology, 1998.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “A novel Hyper elastic based Image registration”; pp.178–83, nscmit,2007.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “Tsallis entropy based Microcalfication segmentation”; ICGST-GVIP Journal, Volume (9), Issue (I), February 2009.
  • A. Papadopoulos, D.I. Fotiadis, and A. Likas, “Characterization of Clustered Microcalcifications in Digitized Mammograms Using Neural Networks and Support Vector Machine,” Artificial Intelligence in Medicine, Vol. 34, pp. 141–50, 2005.
  • P. Delogu, M.E. Fantacci, A.P. Martinez, A. Retico, A. Stefanini, and A. Tata, “A Scalable System for Microcalcification Cluster Automated Detection in a Distributed Mammographic Database,” IEEE Nuclear Science Symposium Conference Record, pp. 1530–4, 2005.
  • F. Ballesteros, A. Oropesa, L. Martin, and D. Andida, “Mammography Classification Using Wavelets,” Proceedings of 5th Biannual World Automation Congress, Vol. 13, pp. 293–300,2002.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “Extraction of Micro Calcification using Non Extensive Property of Mammograms:” IEEE-IACC 2009, In printing.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “Enhancement of microcalcifications in mammograms using Gaussian Membership function based on TE” IEEE- IACC 2009, In printing.
  • J. Mohanalin, P.K. Kalra, Nirmal Kumar, “Tsallis Entropy based Contrast Enhancement of Microcalcifications” IEEE-ICSAP 2009, Malaysia. In printing.

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