Title Dr. First Name MANTOSH Last Name BISWAS
Designation Associate Professor
Department Department of Computer Science
Email office@cs.du.ac.in
Webpage
Phone.no 1127667591
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational
Degree/Certification Institution Year
Ph.D. - Digital Image Processing Indian Institute of Technology (IIT-ISM), Dhanbad 2014
PG National Institute of Technology, Durgapur 2008
UG West Bengal University of Technology 2006
Fellowship
Fellowship Name Fellowship Body Level
GATE MHRD National
JRF MHRD National
Teaching experience inside the Institution
Designation Institution Duration From Duration To
Assistant Professor (CE) National Institute of Technology 2013-09-02 2023-08-17
Assistant Professor (CSE) National Institute of Technology 2022-09-01 2023-05-17
Associate Professor Department of Computer Science 2023-05-31 2023-08-17
Deputy Engineer NIELIT (DOEACC SOCIETY) 2009-02-02 2009-02-11
Researcher & Teaching Assistant (CSE) National Institute of Technology 2009-09-01 2011-05-31
Lecturer (IT) R.K. Degree College 2008-12-01 2009-08-31
Administrative experience outside the Institution
Designation Institution Name Duration from Duration to
Member NIT Kurukshetra 2014-01-07 2014-08-29
Warden NIT Kurukshetra 2015-04-01 2019-07-31
Coordinators NIT Kurukshetra 2017-02-01 2022-11-30
Member NIT Jamshedpur 2023-03-01 2023-05-17
Coordinator NIT Kurukshetra 2019-05-01 2022-08-31
End Semester Examination NIT Kurukshetra 2014-11-03 2014-11-18
Member NIT Kurukshetra 2014-01-01 2019-12-31
Member NIT Kurukshetra 2014-01-01 2019-12-31
Member NIT Kurukshetra 2014-05-30 2019-07-31
Coordinator NIT Jamshedpur 2023-01-19 2023-05-17
Member NIT Jamshedpur 2023-01-09 2023-05-17
Nodal Officer, , 2015-2022 NIT Kurukshetra 2015-03-02 2019-11-29
Warden NIT Kurukshetra 2021-05-03 2022-09-01
Coordinator NIT Kurukshetra 2017-03-01 2022-08-31
Incharge NIT Jamshedpur 2022-09-15 2023-05-16
Coordinator NIT Kurukshetra 2014-04-01 2022-08-31
Member NIT Kurukshetra 2015-05-01 2019-07-30
Member NIT Kurukshetra 2016-03-01 2016-12-29
Research Guidance
PhD scholars under Supervision Awarded PhD Submitted
3 4
M.Phil Scholars – Under Supervision Awarded Degree Submitted
36
Research Publications
Article Name Publication Type Journal Name ISSN No Volume Year URL DOI
An Adaptive Image Denoising method based on Local Parameters Optimization Research Papers in Peer Reviewed Journals Sadhana Academy Proceedings in Engineering Sciences 39 2013
MMSE BASED MAP ESTIMATION FOR IMAGE DENOISING Research Papers in Peer Reviewed Journals Optics & Laser Technology 57 2014
A Generalized Image Denoising Method Using Neighbouring Wavelet Coefficients Research Papers in Peer Reviewed Journals Signal Image and Video Processing 9 2015
A New Adaptive Image Denoising Method Research Papers in Peer Reviewed Journals Journal of The Institution of Engineers (India): Series B 97 2016
SVM based Image spam detection using Kernels: Linear, Polynomial, RBF, and Sigmoid Research Papers in Scopus Listed Journals International Journal of Computer Science and Applications 14 2017
Discriminative Training Using Noise Robust Integrated Features and Refined HMM Modeling Research Papers in Scopus Listed Journals Journal of Intelligent Systems 29 2020
Performance evaluation of Hindi speech recognition system using optimized Filterbanks Research Papers in Peer Reviewed Journals International Journal Engineering Science and Technology 21 2018
Discriminatively trained continuous Hindi speech recognition system using interpolated recurrent neural network language modeling Research Papers in Peer Reviewed Journals Neural Computing and Applications 31 2019
Impulse Noise Detection and Removal Method Based on Modified Weighted Median Research Papers in Scopus Listed Journals International Journal of Software Innovation (IJSI) 8 2020
CNN based fusion and classification of SAR and optical data Research Papers in Peer Reviewed Journals International Journal of Remote Sensing 41 2020
RILBP-WGCN: Classification of Hyperspectral Remote Sensing Image via Rotation-Invariant Local Binary Pattern-Based Weighted Generalized Closest Neighbour Research Papers in Peer Reviewed Journals Journal of Supercomputing 77 2021
Modified Directional and Fuzzy Based Median Filter for Salt-and-Pepper Noise Reduction in Color Image Research Papers in Scopus Listed Journals Solid State Technology 63 2020
Parametric Study of CNN based Remote Sensing Image Classification Research Papers in Peer Reviewed Journals International Journal of Remote Sensing 42 2021
Violence detection by modified descriptor based on Optical Flow in video Research Papers in Scopus Listed Journals Solid State Technology 64 2021
A Deep Learning-Based Intelligent Decision Support System for Hyperspectral Image Classification using Manifold Batch Structure in Internet of Things (IoT) Research Papers in Peer Reviewed Journals Wireless Personal Communications 2021
Cloud Detection using Sentinel 2 Imageries: A comparison of XGBoost, RF, SVM and CNN algorithms Research Papers in Peer Reviewed Journals Geocarto International 2022
Abnormal Human Activity Detection by Convolutional Recurrent Neural Network using Fuzzy Logic Research Papers in Peer Reviewed Journals Multimedia Tools and Applications 2023
A Transformer based Cloud Detection using Sentinel 2 Imageries over Indian Region Research Papers in Peer Reviewed Journals International Journal of Remote Sensing 44 2023
Publications other than journal articles
Title of Publication Type of Publication Publisher Role in Publication ISBN Number Year URL Level
An Automated Cloud Detection Method for Sentinel-2 Imageries Full Paper in Conference Proceedings/Other IEEEXplore Author 2023 International
Classification of Radar Data using Bayesian Optimized Two Dimensional Convolution Neural Network Chapters in Books Elsevier Author 2022 International
Violence Detection using VGG16 with LSTM and BiLSTM Full Paper in Conference Proceedings/Other IEEEXplore Author 2022 International
Multi Join Query Optimization Using Improved ACO with GA Full Paper in Conference Proceedings/Other Springer Author 2019 International
Plant Disease Identification and Classification using BPNN with PSO Full Paper in Conference Proceedings/Other IEEEXplore Author 2019 International
Object Detection in Underwater Image by Detecting Edges using Adaptive Thresholding Full Paper in Conference Proceedings/Other IEEEXplore Author 2019 International
Single Image Super Resolution based on Modified Interpolation Method using MLP and DWT Full Paper in Conference Proceedings/Other IEEEXplore Author 2019 International
Whale Optimization Algorithm based Edge Detection for Noisy Image Full Paper in Conference Proceedings/Other IEEEXplore Author 2018 International
DT-CWT based Image Fusion using PCA and Average Full Paper in Conference Proceedings/Other Elsevier-SSRN Author 2018 International
Improved Convolution Neural Network based Hyper-spectral Image Classification Full Paper in Conference Proceedings/Other Springer Author 2018 International
Improved Color-Based K-mean Algorithm for Clustering of Satellite Image Full Paper in Conference Proceedings/Other IEEEXplore Author 2016 International
Adaptive Histogram Equalization based Fusion Technique for Hazy Underwater Image Enhancement Full Paper in Conference Proceedings/Other IEEEXplore Author 2016 International
Modified Decision Based Median Filter for Impulse Noise Removal Full Paper in Conference Proceedings/Other IEEEXplore Author 2016 International
Rotating Kernel Transformation Based Edge Detection Using Adaptive Threshold Full Paper in Conference Proceedings/Other IETXplore Author 2016 International
New Method of Noise Removal in Images Using Curvelet Transform Full Paper in Conference Proceedings/Other IEEEXplore Author 2015 International
Intelligent and Non-Intelligent approaches in Image Denoising: A Comparative Study Chapters in Books CRC Press Author 2015 International
A New Soft-Thresholding Image Denoising Method Full Paper in Conference Proceedings/Other Elsevier Author 2012 International
Research Projects
Title of the Project Project Type Year Of Sanction Output Start Date End Date
STUDY AND DEVELOPED OF DENOISING METHODS TO ENHANCE THE COLOR IMAGES Major 2015 PhD Awarded, Publication, Lab Setup, etc. 2015-08-03 2021-08-03
CLASSIFICATION AND FEATURE SELECTION OF AIRBORNE HYPERSPECTRAL DATA FOR CROP COVER MAPPING/URBAN MAPPING Major 2017 PhD Awarded, Publication, Lab setup, etc. 2017-06-01 2020-06-30
FUSION OF OPTICAL AND MULTI-FREQUENCY MULTI-POLARIMETRIC SAR DATA FOR ENHANCED CROP/VEGETATION AND URBAN MAPPING Major 2017 PhD Awarded, Publication, Lab setup, etc. 2017-12-08 2021-12-31
Professional development programmes
Title of the Programme Sponsoring Institution Organising Institution Association as type
Medical Imaging: Techniques & Clinical Applications Center for Biomedical Engineering IIT Delhi Attendee Short Term Program
Data Science & Machine Learning Center for Soft Computing Research ISI Kolkata Attendee Short Term Program
Land Use Land Cover Modeling Using Open Source Centre for Oceans, Rivers, Atmosphere and Land Science IIT Kharagpur Attendee Short Term Program
Honour And Awards
Name of the Award Name of the Awarding Body Award Category Level Date of Award
Best Paper Award 2nd International Conference Innovative Developments in ICT - Today & Tomorrow Research State 2013-03-02
ODISHA, INDIA INSTITUTE OF SELF RELIANCE, ODISHA, INDIA Extension National 2017-11-03
Seminar / Conference Details / Workshops
Title of the Activity Attended As Date
IIT Delhi, Delhi organized by: Electrical Engineering Department During 15th–17th February, 2013 Participant 2013-02-15
NIT Rourkela, Odisha organized by: Computer Science & Engg. Department During 6th–8th October, 2012 Participant 2012-10-06
ISM, Dhanbad organized by: Computer Science & Engg. Department ISM, Dhanbad During 15th–17th March, 2012 Participant 2012-03-15
Consulting Details
Name of the Project Name of the Consulting Agency Start Date End Date
Visvesvaraya PhD Scheme Meity 2015-05-01 2021-12-31
AVIRIS-NG Hyperspectral Airborne Campaign INDIAN SPACE RESEARCH ORGANISATION 2017-05-01 2020-12-30
Space Applications Centre, Ahmedabad INDIAN SPACE RESEARCH ORGANISATION 2017-11-09 2021-12-29
Visvesvaraya PhD Scheme Meity 2023-09-15 2028-09-15
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