| Title | Dr. | First Name | MANTOSH | Last Name | BISWAS |
|
|
|---|---|---|---|---|---|---|---|
| Designation | Associate Professor | ||||||
| Department | Department of Computer Science | ||||||
| office@cs.du.ac.in | |||||||
| Webpage | |||||||
| Phone.no | 1127667591 | ||||||
| Employement Info | |||||||
|---|---|---|---|---|---|---|---|
| Employee Type | Nature Of Employment | ||||||
| Teaching | Permanent | ||||||
| Educational Qualifications | |||||||
|---|---|---|---|---|---|---|---|
| Degree/Certification Name | Institution | Year of Completion | |||||
| Ph.D. - Ph.D. | Indian Institute of Technology (IIT-ISM), Dhanbad | 2014 | |||||
| PG | National Institute of Technology, Durgapur | 2008 | |||||
| UG | West Bengal University of Technology | 2006 | |||||
| Fellowship Details | |||||||
|---|---|---|---|---|---|---|---|
| Name Of Fellowship | Awarding Body | Fellowship Level | |||||
| GATE | MHRD | National | |||||
| JRF | MHRD | National | |||||
| Teaching Experience (Within Institution) | |||
|---|---|---|---|
| Designation | Duration | ||
| Assistant Professor (CE) | 02-09-2013 To 17-08-2023 (9 years, 11 months, 15 days) | ||
| Assistant Professor (CSE) | 01-09-2022 To 17-05-2023 (8 months, 16 days) | ||
| Associate Professor | 31-05-2023 To 17-08-2023 (2 months, 17 days) | ||
| Deputy Engineer | 02-02-2009 To 11-02-2009 (9 days) | ||
| Researcher & Teaching Assistant (CSE) | 01-09-2009 To 31-05-2011 (1 years, 8 months, 30 days) | ||
| Lecturer (IT) | 01-12-2008 To 31-08-2009 (8 months, 30 days) | ||
| Administrative Experience (Outside Institution) | |||||
|---|---|---|---|---|---|
| Designation | Institute | Duration | |||
| Member | NIT Kurukshetra | 07-01-2014 To 29-08-2014 (7 months, 22 days) | |||
| Warden | NIT Kurukshetra | 01-04-2015 To 31-07-2019 (4 years, 3 months, 30 days) | |||
| Coordinators | NIT Kurukshetra | 01-02-2017 To 30-11-2022 (5 years, 9 months, 29 days) | |||
| Member | NIT Jamshedpur | 01-03-2023 To 17-05-2023 (2 months, 16 days) | |||
| Coordinator | NIT Kurukshetra | 01-05-2019 To 31-08-2022 (3 years, 3 months, 30 days) | |||
| End Semester Examination | NIT Kurukshetra | 03-11-2014 To 18-11-2014 (15 days) | |||
| Member | NIT Kurukshetra | 01-01-2014 To 31-12-2019 (5 years, 11 months, 30 days) | |||
| Member | NIT Kurukshetra | 01-01-2014 To 31-12-2019 (5 years, 11 months, 30 days) | |||
| Member | NIT Kurukshetra | 30-05-2014 To 31-07-2019 (5 years, 2 months, 1 days) | |||
| Coordinator | NIT Jamshedpur | 19-01-2023 To 17-05-2023 (3 months, 28 days) | |||
| Member | NIT Jamshedpur | 09-01-2023 To 17-05-2023 (4 months, 8 days) | |||
| Nodal Officer, , 2015-2022 | NIT Kurukshetra | 02-03-2015 To 29-11-2019 (4 years, 8 months, 27 days) | |||
| Warden | NIT Kurukshetra | 03-05-2021 To 01-09-2022 (1 years, 3 months, 29 days) | |||
| Coordinator | NIT Kurukshetra | 01-03-2017 To 31-08-2022 (5 years, 5 months, 30 days) | |||
| Incharge | NIT Jamshedpur | 15-09-2022 To 16-05-2023 (8 months, 1 days) | |||
| Coordinator | NIT Kurukshetra | 01-04-2014 To 31-08-2022 (8 years, 4 months, 30 days) | |||
| Member | NIT Kurukshetra | 01-05-2015 To 30-07-2019 (4 years, 2 months, 29 days) | |||
| Member | NIT Kurukshetra | 01-03-2016 To 29-12-2016 (9 months, 28 days) | |||
| Research Supervision Overview | |||||||
|---|---|---|---|---|---|---|---|
| PhD Scholars Supervised | PhD Degrees Awarded | Theses Submitted | |||||
| 3 | 4 | 0 | |||||
| M.Phil Scholars Supervised | M.Phil Degrees Awarded | M.Phil Theses Submitted | |||||
| 0 | 36 | 0 | |||||
| Research Publications | |||||||
|---|---|---|---|---|---|---|---|
| Title of Article | Type of Publication | Name of Journal | ISSN | Journal Volume | Year | Link to Article | DOI (Digital Object Identifier) |
| CNN based fusion and classification of SAR and optical data | Research Papers in Peer Reviewed Journals | International Journal of Remote Sensing | 41 | ||||
| A Transformer based Cloud Detection using Sentinel 2 Imageries over Indian Region | Research Papers in Peer Reviewed Journals | International Journal of Remote Sensing | 44 | ||||
| Abnormal Human Activity Detection by Convolutional Recurrent Neural Network using Fuzzy Logic | Research Papers in Peer Reviewed Journals | Multimedia Tools and Applications | |||||
| Cloud Detection using Sentinel 2 Imageries: A comparison of XGBoost, RF, SVM and CNN algorithms | Research Papers in Peer Reviewed Journals | Geocarto International | |||||
| 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 | |||||
| Violence detection by modified descriptor based on Optical Flow in video | Research Papers in Scopus Listed Journals | Solid State Technology | 64 | ||||
| Parametric Study of CNN based Remote Sensing Image Classification | Research Papers in Peer Reviewed Journals | International Journal of Remote Sensing | 42 | ||||
| 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 | ||||
| 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 | ||||
| An Adaptive Image Denoising method based on Local Parameters Optimization | Research Papers in Peer Reviewed Journals | Sadhana Academy Proceedings in Engineering Sciences | 39 | ||||
| Impulse Noise Detection and Removal Method Based on Modified Weighted Median | Research Papers in Scopus Listed Journals | International Journal of Software Innovation (IJSI) | 8 | ||||
| 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 | ||||
| Performance evaluation of Hindi speech recognition system using optimized Filterbanks | Research Papers in Peer Reviewed Journals | International Journal Engineering Science and Technology | 21 | ||||
| Discriminative Training Using Noise Robust Integrated Features and Refined HMM Modeling | Research Papers in Scopus Listed Journals | Journal of Intelligent Systems | 29 | ||||
| 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 | ||||
| A New Adaptive Image Denoising Method | Research Papers in Peer Reviewed Journals | Journal of The Institution of Engineers (India): Series B | 97 | ||||
| A Generalized Image Denoising Method Using Neighbouring Wavelet Coefficients | Research Papers in Peer Reviewed Journals | Signal Image and Video Processing | 9 | ||||
| MMSE BASED MAP ESTIMATION FOR IMAGE DENOISING | Research Papers in Peer Reviewed Journals | Optics & Laser Technology | 57 | ||||
| Non-Journal Publications | |||||||
|---|---|---|---|---|---|---|---|
| Title of Publication | Type of Publication | Publisher | Role | ISBN | Year | Link to Publication | Level |
| An Automated Cloud Detection Method for Sentinel-2 Imageries | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Intelligent and Non-Intelligent approaches in Image Denoising: A Comparative Study | Chapters in Books | CRC Press | Author | International | |||
| A New Soft-Thresholding Image Denoising Method | Full Paper in Conference Proceedings/Other | Elsevier | Author | International | |||
| New Method of Noise Removal in Images Using Curvelet Transform | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Rotating Kernel Transformation Based Edge Detection Using Adaptive Threshold | Full Paper in Conference Proceedings/Other | IETXplore | Author | International | |||
| Modified Decision Based Median Filter for Impulse Noise Removal | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Adaptive Histogram Equalization based Fusion Technique for Hazy Underwater Image Enhancement | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Improved Color-Based K-mean Algorithm for Clustering of Satellite Image | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Improved Convolution Neural Network based Hyper-spectral Image Classification | Full Paper in Conference Proceedings/Other | Springer | Author | International | |||
| DT-CWT based Image Fusion using PCA and Average | Full Paper in Conference Proceedings/Other | Elsevier-SSRN | Author | International | |||
| Whale Optimization Algorithm based Edge Detection for Noisy Image | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Single Image Super Resolution based on Modified Interpolation Method using MLP and DWT | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Object Detection in Underwater Image by Detecting Edges using Adaptive Thresholding | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Plant Disease Identification and Classification using BPNN with PSO | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Multi Join Query Optimization Using Improved ACO with GA | Full Paper in Conference Proceedings/Other | Springer | Author | International | |||
| Violence Detection using VGG16 with LSTM and BiLSTM | Full Paper in Conference Proceedings/Other | IEEEXplore | Author | International | |||
| Classification of Radar Data using Bayesian Optimized Two Dimensional Convolution Neural Network | Chapters in Books | Elsevier | Author | International | |||
| Research Projects | ||||||
|---|---|---|---|---|---|---|
| Project Title | Project Type | Year Of Sanction | Outcome/Output | Duration | ||
| STUDY AND DEVELOPED OF DENOISING METHODS TO ENHANCE THE COLOR IMAGES | Major | 2015 | PhD Awarded, Publication, Lab Setup, etc. | 03-08-2015 To 03-08-2021 (6 years) | ||
| CLASSIFICATION AND FEATURE SELECTION OF AIRBORNE HYPERSPECTRAL DATA FOR CROP COVER MAPPING/URBAN MAPPING | Major | 2017 | PhD Awarded, Publication, Lab setup, etc. | 01-06-2017 To 30-06-2020 (3 years, 29 days) | ||
| 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. | 08-12-2017 To 31-12-2021 (4 years, 23 days) | ||
| DEVELOPED OF FORGERY DETECTION METHODS FOR IMAGERY | Major | 2023 | Publication, PhD student | Ongoing since 02-10-2023 (1 years, 4 months) | ||
| Professional Development Programmes | |||||||
|---|---|---|---|---|---|---|---|
| Programme Title | Sponsoring Institution | Organizing Institution | Role | Type of Programme | |||
| 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 | |||
| Honors and Awards | |||||||
|---|---|---|---|---|---|---|---|
| Name of the Award | Awarding Body | Award Category | Level | Award Date | |||
| Best Paper Award | 2nd International Conference Innovative Developments in ICT - Today & Tomorrow | Research | State | 02-03-2013 | |||
| ODISHA, INDIA | INSTITUTE OF SELF RELIANCE, ODISHA, INDIA | Extension | National | 03-11-2017 | |||
| Talk Poster Presented | |||||||
|---|---|---|---|---|---|---|---|
| Name of the Activity | Role | Date of Activity | |||||
| IIT Delhi, Delhi organized by: Electrical Engineering Department During 15th–17th February, 2013 | Participant | 15-02-2013 | |||||
| NIT Rourkela, Odisha organized by: Computer Science & Engg. Department During 6th–8th October, 2012 | Participant | 06-10-2012 | |||||
| ISM, Dhanbad organized by: Computer Science & Engg. Department ISM, Dhanbad During 15th–17th March, 2012 | Participant | 15-03-2012 | |||||
| Consulting Details | |||||
|---|---|---|---|---|---|
| Name of the Project | Consulting Agency | Duration | |||
| Visvesvaraya PhD Scheme | Meity | 01-05-2015 To 31-12-2021 (6 years, 7 months, 30 days) | AVIRIS-NG Hyperspectral Airborne Campaign | INDIAN SPACE RESEARCH ORGANISATION | 01-05-2017 To 30-12-2020 (3 years, 7 months, 29 days) | Space Applications Centre, Ahmedabad | INDIAN SPACE RESEARCH ORGANISATION | 09-11-2017 To 29-12-2021 (4 years, 1 months, 20 days) | Visvesvaraya PhD Scheme | Meity | 15-09-2023 To 15-09-2028 (5 years) |