Publications

 

Journal Publications

  1.      B. B. Chaudhuri and B. Uma Shankar, “An efficient algorithm for extrema detection in digital images", Pattern Recognition Letters, vol.10, no.2, pp.81-85, 1989.

  2.      P. P. Majumder, B. Uma Shankar, A. Basu, K. C. Malhotra, R. Gupta, B. Mukhopadhyay, M. Vijaykumar, and S. K. Roy, “Anthropometric Variation in India : A Statistical Appraisal", Current Anthropology, vol.31, no.1, pp.94-103, 1990.

  3.      S. K. Parui, B. Uma Shankar, A. Mukherjee and D. Dutta Majumder, “A parallel algorithm for detection of linear structures", Pattern Recognition Letters, vol.12, no.12, pp.765-770, 1991.

  4.      D. P. Mukherjee, D. K. Banerjee, B. Uma Shankar and D. Dutta Majumder, “A coal micrograph image understanding system", Pattern Recognition Letters, vol.14, no.2, pp.155-161, 1993.

  5.      D. P. Mukherjee, B. Uma Shankar, S. Deb, A. Pal, A. Gupta, D. K. Banerjee, S. E. Sarma, D. Dutta Majumder and B. B. Chaudhuri, “Report on Activities of the KBCS Nodal Centre At ISI", Vivek, A Quarterly in Artificial Intelligence, Vol. 6, No.1, pp.7-12, 1993.

  6.     D. P. Mukherjee, D. K. Banerjee, B. Uma Shankar and D. Dutta Majumder, “A vision system for coal quality analysis", Vivek, A Quarterly in Artificial Intelligence, vol.6, no.3,  pp.3-9, 1993.

  7.     D. P. Mukherjee, D. K. Banerjee, B. Uma Shankar and D. Dutta Majumder, “Coal Petrography : A Pattern Recognition Approach", International Journal of Coal Geology, vol.25, no.2,  pp.155-169, 1994.

  8.      B. Uma Shankar, C. A. Murthy, and S K. Pal, “A new gray level based Hough transform for region extraction: An application to IRS images", Pattern Recognition Letters, vol. 19, no. 2, pp. 197-204, 1998.

  9.      S. K. Pal, A. Ghosh, and B. Uma Shankar, “Segmentation of remotely sensed images with fuzzy thresholding, and quantitative evaluation", International Journal of Remote Sensing, vol. 21, no. 11, pp. 2269-2300, 2000

  10.     P. Mitra, B. Uma Shankar, and S. K. Pal, “Segmentation of multispectral remote sensing images using active support vector machines", Pattern Recognition Letters, vol. 25, no. 9, pp.1067-1074, 2004.

  11.     S. K. Pal, B. Uma Shankar, and P. Mitra. “Granular computing, rough entropy and object extraction", Pattern Recognition Letters, vol. 26, no. 16, 2005, pp.2509-2517, 2005.

  12.     S. K. Meher, B. Uma Shankar and A. Ghosh, "Wavelet-fuzzy classifier for  multispectral remote sensing images", IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 6, pp. 1881-1886, 2007.

  13.      B. Uma Shankar, S. K. Meher and A. Ghosh, "Neuro-wavelet classifier for multispectral remote sensing images",  International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, no. 4, pp. 589-612, 2007

  14.      S. Rakshit, A. Ghosh and B. Uma Shankar, "Fast mean filtering technique", Pattern Recognition, vol. 40, pp. 890-897, 2007.

  15.     A. Ghosh, S. K. Meher and B. Uma Shankar, "A novel fuzzy classifier based on product aggregation operator", Pattern Recognition,  vol.41, no.3, pp.961-971, 2008

  16.     A. Ghosh, S. K. Meher and B. Uma Shankar, A Novel Approach to Neuro-Fuzzy Classification,  Neural Networks, vol. 22, no. 1, pp. 100-109, 2008.

  17.     A. Ghosh, B. Uma Shankar, L. Bruzzone and S. K. Meher, Neuro-Fuzzy Combiner: An Effective Multiple Classifier System,  (International Journal of Knowledge Engineering and Soft Data Paradigms  (IJKESDP), vol. 2, no. 2, pp. 107-129, 2010.

  18.     B. Uma Shankar, Saroj K. Meher and Ashish Ghosh, Wavelet-fuzzy hybridization: Feature-extraction and land-cover classification of remote sensing images, Applied Soft Computing, vol. 11, no. 3, pp. 2999-3011, 2011.

  19.     Debarati Chakraborty, B. Uma Shankar, Sankar K. Pal, Granulation, rough entropy and spatiotemporal moving object detection, Applied Soft Computing, Volume 13, Issue 9, Pages 4001-4009, 2013

  20.     Chintan Parmar, Emmanuel Rios Velazquez, Ralph Leijenaar, Mohammed Jermoumi, Sara Carvalho, Raymond H. Mak, Sushmita Mitra, B. Uma Shankar,
    Ron Kikinis, Benjamin Haibe-Kains,  Philippe Lambin, Hugo J. W. L. Aerts, Robust radiomics feature quantification using semiautomatic volumetric segmentation. PLoS ONE, pp.  e102107, 2014

  21.     Sushmita Mitra, B. Uma Shankar, Integrating Radio Imaging With Gene Expressions Toward a Personalized Management of Cancer,  IEEE Transactions on Human-Machine Systems,  vol.44, no.5, pp.664-677,  2014.

  22.     Sushmita Mitra, B. Uma Shankar, Medical image analysis for cancer management in natural computing framework, Information Sciences, Volume 306, 10 June 2015, Pages 111-131,

  23.     Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar, Single seed delineation of brain tumor using multi-thresholding, Information Sciences, vol. 330, 1 pp. 88-103, 2016.

Monograph

     B. Uma Shankar, "Novel Classification and Segmentation Techniques with Application to Remotely Sensed Images", Transaction on Rough Sets VII, J. F. Peters and A. Skowron (Eds.), LNCS 4400, pp. 295-380, 2007.(monograph)

      Book Articles

  1. B. Uma Shankar, A. Ghosh, and S. K. Pal. “On fuzzy thresholding of remotely sensed images", in Soft Computing for Image Processing, S. K. Pal, A. Ghosh and M. K. Kundu (Eds.),  pp. 130-161, Physica-Verlag, Heidelberg, Germany, 2000.

  2. S. K. Meher, B. Uma Shankar and A. Ghosh, "Multispectral remote sensing image classification using wavelet based features" in  Soft Computing in Image Processing : Recent Advances, (eds. Mike Nachtegael, Dietrich Van der Weken  and Etienne Kerre), Springer, pp. 3-34, 2006.

        Some Conference Publications

B. Uma Shankar and Debarati Chakraborty, Spatiotemporal Approach for Tracking Using Rough Entropy and Frame Subtraction. PReMI 2011, pp.193-199, 2011.

        Special Issue

        Sankar K. Pal and B. Uma Shankar, Special issue on Machine Learning in Image Processing (Guest Editorial), IET Image Processing, vol. 9,no.11, pp.923-924, 2015.(PDF)