Publications
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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.

  24.      M. Sardar, S. Mitra, B. Uma Shankar, Iris localization using rough entropy and CSA: A soft computing approach, Applied Soft Computing, vol. 67, pp. 61-69, 2018.

  25.     S. Banerjee, S. Mitra, B. Uma Shankar, Automated 3D segmentation of brain tumor using visual saliency, Information Sciences, vol. 424, pp. 337-353, 2018.

  26.     K. A. Dauda, B. Pradhan, B. Uma Shankar, S. Mitra, Decision tree for modeling survival data with competing risks, Biocybernetics and Biomedical Engineering, vol. 39, no. 3, pp. 697-708, 2019.

  27.     R. Kirtania, S. Mitra, B. Uma Shankar, A Novel Adaptive k-NN Classifier for Handling Imbalance: Application to Brain MRI, Intelligent Data Analysis, vol.24, no. 4, pp. 909-924, 2020.

  28.     S. Mandal, S. Mitra, B. Uma Shankar, FuzzyCIE: Fuzzy Colour Image Enhancement for Low Exposure Images, Soft Computing, vol. 24, pp. 2151-2167, 2020.

  29.     Josephina Paul, B. Uma Shankar, and Balaram Bhattacharyya, Change Detection in Multispectral Remote Sensing Images with Leader Intelligence PSO and NSCT Feature Fusion, ISPRS International Journal of Geo-Information, vol. 9, no. 7 pp. 462, 2020.

  30.     Avinash Kumar Tiwary, Suman Ghosh, Rashmi Singh, Dipti Prasad Mukherjee, B. Uma Shankar, and Pratik Swarup Dash, Automated coal petrography using random forest, International Journal of Coal Geology, vol. 232, pp. 103629, 2020.

  31.     Rajdeep Das, B. Uma Shankar, Tapan Chakraborty, and Kuntal Ghosh, Automatic grain segmentation in cross-polarized photomicrographs of sedimentary rocks using psychophysics inspired models, Innovations in Systems and Software Engineering, vol. 17, no. 2, pp.167-183, 2021.

  32.     Ritaban Kirtania, Subhashis Banerjee, Sayantan Laha, B. Uma Shankar, Raghunath Chatterjee, and Sushmita Mitra, DeepSGP: Deep Learning for Gene Selection and Survival Group Prediction in Glioblastoma, Electronics vol. 10, no. 12, pp. 1463, 2021.

  33.     Deep Prakash Sarkar, B. Uma Shankar, Bikash Ranjan Parida, Machine learning approach to predict terrestrial gross primary productivity using topographical and remote sensing data, Ecological Informatics, Volume 70, 2022, 101697, https://doi.org/10.1016/j.ecoinf.2022.101697.

  34.     Bar, Somnath, Bikash Ranjan Parida, Arvind Chandra Pandey, B. Uma Shankar, Pankaj Kumar, Santosh K. Panda, and Mukunda Dev Behera, Modeling and prediction of fire occurrences along an elevational gradient in Western Himalayas, Applied geography, volume 151, 2023, 102867, https://doi.org/10.1016/j.apgeog.2022.102867

  35.     Surochita Pal Das, Sushmita Mitra, and B. Uma Shankar. Collective intelligent strategy for improved segmentation of COVID-19 from CT,  Expert Systems with Applications, volume 235, 2024, 121099, https://doi.org/10.1016/j.eswa.2023.121099

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)

 

Contact- B. Uma Shankar at :email.gif (1109 bytes)

This page was last updated on 02-12-2023 05:00:45 PM.