Non-Linear Polynomial Filters for Contrast Enhancement of Mammograms

  • Vikrant BhatejaEmail author
  • Mukul Misra
  • Shabana Urooj
Part of the Studies in Computational Intelligence book series (SCI, volume 861)


It is known that the characteristic equation of Non-linear Polynomial Filters (NPF) can be conceptualized as a combination of linear and quadratic terms.


  1. V. Bhateja, M. Misra, S. Urooj, A. Lay-Ekuakille, A robust polynomial filtering framework for mammographic image enhancement from biomedical sensors. IEEE Sensors J. 13(11), 4147–4156 (2013)Google Scholar
  2. A. Jain, S. Singh, V. Bhateja, A robust approach for denoising and enhancement of mammographic breast masses. Int. J. Converg. Comput. 1(1), 38–49 (2013)Google Scholar
  3. V.J. Mathews, G.L. Sicuranza, Polynomial Signal Processing, vol. 27 (Wiley, New York, 2000)Google Scholar
  4. A. Pandey, A. Yadav, V. Bhateja, Design of new Volterra filter for mammogram enhancement, in Proceedings of International Conference on Frontiers in Intelligent Computing Theory and Applications (FICTA-2012), Bhubaneswar, India, AISC 199, Springer, Berlin, Heidelberg, December 2012, pp. 143–151Google Scholar
  5. A. Pandey, A. Yadav, V. Bhateja, Contrast improvement of mammographic masses using adaptive Volterra filter, in Proceedings of 4th International Conference on Signal and Image Processing (ICSIP-2012), Coimbatore, India, LNEE 222, Springer, India, December 2012, pp. 583–593Google Scholar
  6. A. Pandey, A. Yadav, V. Bhateja, Volterra filter design for edge enhancement of mammogram lesions, in Proceedings of (IEEE) 3rd International Advance Computing Conference (IACC 2013), Ghaziabad (U.P.), India, February 2013, pp. 1219–1222Google Scholar
  7. G. Ramponi, Bi-impulse response design of isotropic quadratic filters. Proc. IEEE 78(4), 665–667 (1990)Google Scholar
  8. Siddhartha, R. Gupta, V. Bhateja, An improved unsharp masking algorithm for enhancement of mammographic masses, in Proceedings of IEEE Students Conference on Engineering and Systems (SCES-2012), Allahabad, India, March 2012, pp. 234–237Google Scholar
  9. J.A. Stark, Adaptive image contrast enhancement using generalizations of histogram equalization. IEEE Trans. Image Process. 9(5), 889–896 (2000)Google Scholar
  10. Y. Zhou, K.A. Panetta, S.S. Agaian, Mammogram enhancement using alpha weighted quadratic filter, in Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Minneapolis, Minnesota, September 2009, pp. 3681–3684Google Scholar

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© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  1. 1.Department of Electronics and Communication EngineeringShri Ramswaroop Memorial Group of Professional Colleges (SRMGPC)LucknowIndia
  2. 2.Dr. A.P.J. Abdul Kalam Technical UniversityLucknowIndia
  3. 3.Faculty of Electronics and Communication EngineeringShri Ramswaroop Memorial University (SRMU)BarabankiIndia
  4. 4.Department of Electrical Engineering, College of EngineeringPrincess Nourah Bint Abdulrahman UniversityRiyadhKingdom of Saudi Arabia

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