B. Uma Shankar

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 18

Top Topics

Unsupervised Change Detection

Medical Image Analysis

Top Venues

Appl. Soft Comput.

Int. J. Gen. Syst.

Publications

Surochita Pal Das, Sushmita Mitra, B. Uma Shankar
Collective intelligent strategy for improved segmentation of COVID-19 from CT. Expert Syst. Appl. 235 (2024)
Shramana Dey, Pallabi Dutta, Sushmita Mitra, B. Uma Shankar
Multi-Scale Deep Supervised Attention Network for Red Lesion Segmentation. ISBI (2023)
Aditya Kumar Singh, B. Uma Shankar
Multi-Label Classification on Remote-Sensing Images. CoRR (2022)
Surochita Pal Das, Sushmita Mitra, B. Uma Shankar
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT. CoRR (2022)
Deep Prakash Sarkar, B. Uma Shankar, Bikash Ranjan Parida
Machine learning approach to predict terrestrial gross primary productivity using topographical and remote sensing data. Ecol. Informatics 70 (2022)
Josephina Paul, B. Uma Shankar, Balaram Bhattacharyya, Alak Kumar Datta
Unsupervised Change Detection in Remote Sensing Images Using CNN Based Transfer Learning. ICACDS (1) (2021)
Rajdeep Das, B. Uma Shankar, Tapan Chakraborty, Kuntal Ghosh
Automatic grain segmentation in cross-polarized photomicrographs of sedimentary rocks using psychophysics inspired models. Innov. Syst. Softw. Eng. 17 (2) (2021)
Ritaban Kirtania, Sushmita Mitra, B. Uma Shankar
A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI. Intell. Data Anal. 24 (4) (2020)
Josephina Paul, B. Uma Shankar, Balaram Bhattacharyya
Change Detection in Multispectral Remote Sensing Images with Leader Intelligence PSO and NSCT Feature Fusion. ISPRS Int. J. Geo Inf. 9 (7) (2020)
Soham Mandal, Sushmita Mitra, B. Uma Shankar
FuzzyCIE: fuzzy colour image enhancement for low-exposure images. Soft Comput. 24 (3) (2020)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Automated 3D segmentation of brain tumor using visual saliency. Inf. Sci. 424 (2018)
Subhashis Banerjee, Sushmita Mitra, Anmol Sharma, B. Uma Shankar
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks. CoRR (2018)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Multi-planar Spatial-ConvNet for Segmentation and Survival Prediction in Brain Cancer. BrainLes@MICCAI (2) (2018)
Mousumi Sardar, Sushmita Mitra, B. Uma Shankar
Iris localization using rough entropy and CSA: A soft computing approach. Appl. Soft Comput. 67 (2018)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Synergetic neuro-fuzzy feature selection and classification of brain tumors. FUZZ-IEEE (2017)
B. Uma Shankar, C. A. Murthy
Roughness and granularity measures using Hausdorff metric: a new approach. Int. J. Gen. Syst. 45 (7-8) (2016)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
ROI Segmentation from Brain MR Images with a Fast Multilevel Thresholding. CVIP (1) (2016)
Subhashis Banerjee, Sushmita Mitra, B. Uma Shankar
Single seed delineation of brain tumor using multi-thresholding. Inf. Sci. 330 (2016)
Sankar K. Pal, B. Uma Shankar
Guest Editorial. IET Image Process. 9 (11) (2015)
Sushmita Mitra, B. Uma Shankar
Medical image analysis for cancer management in natural computing framework. Inf. Sci. 306 (2015)
Sushmita Mitra, B. Uma Shankar
Integrating Radio Imaging With Gene Expressions Toward a Personalized Management of Cancer. IEEE Trans. Hum. Mach. Syst. 44 (5) (2014)
Debarati B. Chakraborty, B. Uma Shankar, Sankar K. Pal
Granulation, rough entropy and spatiotemporal moving object detection. Appl. Soft Comput. 13 (9) (2013)
B. Uma Shankar, Saroj K. Meher, Ashish Ghosh
Wavelet-fuzzy hybridization: Feature-extraction and land-cover classification of remote sensing images. Appl. Soft Comput. 11 (3) (2011)
B. Uma Shankar, Debarati B. Chakraborty
Spatiotemporal Approach for Tracking Using Rough Entropy and Frame Subtraction. PReMI (2011)
Ashish Ghosh, B. Uma Shankar, Lorenzo Bruzzone, Saroj K. Meher
Neuro-fuzzy-combiner: an effective multiple classifier system. Int. J. Knowl. Eng. Soft Data Paradigms 2 (2) (2010)
Ashish Ghosh, B. Uma Shankar, Saroj K. Meher
A novel approach to neuro-fuzzy classification. Neural Networks 22 (1) (2009)
Ashish Ghosh, Saroj K. Meher, B. Uma Shankar
A novel fuzzy classifier based on product aggregation operator. Pattern Recognit. 41 (3) (2008)
Saroj K. Meher, B. Uma Shankar, Ashish Ghosh
Wavelet-Feature-Based Classifiers for Multispectral Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 45 (6-2) (2007)
B. Uma Shankar, Saroj K. Meher, Ashish Ghosh
Neuro-Wavelet Classifier for Multispectral Remote Sensing Images. Int. J. Wavelets Multiresolution Inf. Process. 5 (4) (2007)
S. Rakshit, Ashish Ghosh, B. Uma Shankar
Fast mean filtering technique (FMFT). Pattern Recognit. 40 (3) (2007)
B. Uma Shankar
Novel Classification and Segmentation Techniques with Application to Remotely Sensed Images. Trans. Rough Sets 7 (2007)
B. Uma Shankar, Saroj K. Meher, Ashish Ghosh
Neuro-Wavelet Classifier for Remote Sensing Image Classification. ICCTA (2007)
B. Uma Shankar, Saroj K. Meher, Ashish Ghosh, Lorenzo Bruzzone
Remote Sensing Image Classification: A Neuro-fuzzy MCS Approach. ICVGIP (2006)
Saroj K. Meher, Ashish Ghosh, B. Uma Shankar, Lorenzo Bruzzone
Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System. ICIT (2006)
Sankar K. Pal, B. Uma Shankar, Pabitra Mitra
Granular computing, rough entropy and object extraction. Pattern Recognit. Lett. 26 (16) (2005)
Pabitra Mitra, B. Uma Shankar, Sankar K. Pal
Segmentation of multispectral remote sensing images using active support vector machines. Pattern Recognit. Lett. 25 (9) (2004)
Pabitra Mitra, B. Uma Shankar, Sankar K. Pal
Active Support Vector Machines for Pixel Classification in Remote Sensing Images. IICAI (2003)
B. Uma Shankar, C. A. Murthy, Sankar K. Pal
A new gray level based Hough transform for region extraction: An application to IRS images. Pattern Recognit. Lett. 19 (2) (1998)
Dipti Prasad Mukherjee, D. K. Banerjee, B. Uma Shankar, D. Dutta Majumder
A coal micrograph image understanding system. Pattern Recognit. Lett. 14 (2) (1993)
C. A. Murthy, N. Chatterjee, B. Uma Shankar, D. Dutta Majumder
IRS image segmentation: minimum distance classifier approach. ICPR (1) (1992)
Swapan K. Parui, B. Uma Shankar, Amar Mukherjee, D. Dutta Majumder
A parallel algorithm for detection of linear structures in satellite images. Pattern Recognit. Lett. 12 (12) (1991)
B. B. Chaudhuri, B. Uma Shankar
An effecient algorithm for extrema detection in digital images. Pattern Recognit. Lett. 10 (2) (1989)