Department of Computer Science and Engineering

Department Faculties

Dr. Mrinal Kanti Bhowmik

Name:	Dr. Mrinal Kanti Bhowmik
Date of Birth :	24/08/1980
Phone number's :	9436129933
E-mail's :	mrinalkantibhowmik[at]tripurauniv.ac.in , mkb_cse[at]yahoo.co.in, mkb.cse[at]gmail.com
Academic Qualifications :	a) B.E. (CSE), (Tripura Engineering College), 2004 b) M.Tech (CSE), (Tripura University), 2007 c) Ph.D. (Engg.), (Jadavpur University), 2014
Present Designation/position :	Associate Professor
Topics Taught :	Data structure and Algorithm, Compiler Design, Image Processing, Pattern Recognition & Project classes.
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Post-Ph.D. Experience as DST-SERB International Research Experience (SIRE) Fellow at NYU Center for Cybersecurity (CCS), Tandon School of Engineering, New York University, New York City, August to December 2022.

Ph.D. (Engineering), Jadavpur University, Kolkata, 29th April, 2014.

M.Tech (Computer Science & Engineering), Tripura University (A Central University), 2007.

B.E. (Computer Science & Engineering), Tripura Engineering College, Govt. of Tripura, 2004.

2024

Computer Vision

1. Dipak Hrishi Das, Sourav Dey Roy, Surajit Dey, Priya Saha and Mrinal Kanti Bhowmik, "A Novel Self-Attention Guided Deep Neural Network for Bruise Segmentation using Infrared Imaging", Accepted in Journal of Innovations in Systems and Software Engineering, Springer, Indexed by SCOPUS, Impact Factor: 1.2, Accepted on 29th March 2024

2. Dipak Hrishi Das, Sourav Dey Roy, Priya Saha and Mrinal Kanti Bhowmik "TU-IR Apple Image Dataset: Benchmarking, Challenges, and Asymmetric Characterization for Bruise Detection in Application of Automatic Harvesting", in IEEE Transactions on AgriFood Electronics , IEEE, Indexed by Science Citation Index Expanded (SCIE), Accepted on 2nd February 2024, Published on 07th March 2024, ISSN: 2771-9529, Volume: 2, Issue: 1, pp: 105-124, DOI: 10.1109/TAFE.2024.3365202

BioMedical and BioLogical Image Processing

3. Priya Saha, Asim De, Sourav Dey Roy, and Mrinal Kanti Bhowmik, "A Comprehensive Review on Deep Cardiovascular Disease Detection Approaches: Its Datasets, Image Modalities and Methods", in Multimedia Tools and Applications, Springer, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 3.6, Accepted on 13th March, 2024. Q1 Listed Journal in Media Technology

2023

Computer Vision

1. Sourav Dey Roy, and Mrinal Kanti Bhowmik "Understanding Adversarial Atmospheric Features Interpretation, Analysis and Standardization for Tackling the Computer Vision Problems in Videos", in IEEE Transactions on Instrumentation and Measurement, IEEE, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 5.6, Accepted on 27th November 2023 Q1 Listed Journal in Electrical and Electronic Engineering & Instrumentation.

BioMedical and BioLogical Image Processing

2. Priya Saha, Puja Das, Niharika Nath, and Mrinal Kanti Bhowmik "Estimation of Abnormal Cell Growth and MCG based Discriminative Feature Analysis of Histopathological Breast Images", in International Journal of Intelligent Systems, Hindwai, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 8.993, DOI: https://doi.org/10.1155/2023/6318127 Q1 Listed Journal in Artificial Intelligence, Human-Computer Interaction & Theoretical Computer Science

Computer Vision

3. Anu Singha, and Mrinal Kanti Bhowmik "Novel Deeper AWRDNet: Adverse Weather-Affected Night Scene Restorator Cum Detector Net for Accurate Object Detection", in Neural Computing and Applications, Springer, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 5.102, Accepted on 13th February 2023, Published on 7th March 2023, DOI: https://doi.org/10.1007/s00521-023-08390-7 Q1 Listed Journal in Artificial Intelligence

2022

BioMedical and BioLogical Image Processing

1. Anu Singha, and Mrinal Kanti Bhowmik "AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer", in Multimedia Tools and Applications, Springer, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 2.577, Accepted on 21st October 2022, Published on 1st December 2022, DOI: https://doi.org/10.1007/s11042-022-14098-y Q1 Listed Journal in Media Technology

Infrared Thermography in Early Breast Cancer Screening

2. Usha Rani Gogoi, Mrinal Kanti Bhowmik and Gautam Majumdar "MMSHRs: A Morphology Model of Suspicious Hyperthermic Regions for Degree of Severity Prediction from Breast Thermograms", in Quantitative InfraRed Thermography, Taylor and Francis Online, Indexed by Science Citation Index Expanded (SCIE), Volume: 20, Issue: 4, pp: 157-181 Impact Factor: 1.643, Accepted on 30th June 2022, Published on 11th Jul 2022, DOI: https://doi.org/10.1080/17686733.2022.2097614 Q3 Listed Journal in Electrical and Electronic Engineering

Computer Vision

3. Sourav Dey Roy, and Mrinal Kanti Bhowmik "AWDMC-Net: Classification of Adversarial Weather Degraded Multiclass Scenes using a Convolution Neural Network", in Computer Vision and Image Understanding, Elsevier, Indexed by Science Citation Index, Impact Factor: 4.886, Online Published on: 4th July 2022, DOI: https://doi.org/10.1016/j.cviu.2022.103498 Q1 Listed Journal Computer Vision and Pattern Recognition & Signal Processing

Musculoskeletal Radiology using Infrared Imaging

4. Kakali Das, Satyabrata Nath, and Mrinal Kanti Bhowmik "Role of Infrared Imaging for Detection of Subclinical Inflammation of Joint", Journal of Clinical and Diagnostic Research, JCDR Pre Publishing, Indexed by Web of Science, Volume: 16, Issue: 2, pp: 8-12, Accepted on: 9th October, 2021, Published on: February, 2022.

2021

Computer Vision

1. Rajib Debnath, and Mrinal Kanti Bhowmik "A Novel Framework for Automatic Localization of Gun Carrying by Moving Person Using Various Indoor Outdoor Mimic and Real time Views/Scenes", in IET Image Processing with Impact Factor: 1.995, Accepted on 5^th January 2021.

2. Rajib Debnath, and Mrinal Kanti Bhowmik "A Comprehensive Survey on Computer Vision Based Concepts, Methodologies, Analysis and Applications for Automatic Gun/ Knife Detection", in Journal of Visual Communication and Image Representation, Indexed by Science Citation Index Expanded(SCIE), Volume 78, 2021, pp: 103165, ISSN 1047-3203, Impact Factor: 2.259, Published on May, 2021.

3. Sourav Dey Roy, Tannistha Pal, and Mrinal Kanti Bhowmik, "Benchmarking of Natural Scene Image Dataset in Degraded Conditions for Visibility Enhancement", in 28th IEEE International Conference on Image Processing (ICIP-2021)- Tier II Conference, Anchorage-Alaska, USA, 19th-22th September, 2021.

2020

Musculoskeletal Radiology using Infrared Imaging

1. Shawli Bardhan, Satyabrata Nath, Tathagata Debnath, Debotosh Bhattacharjee and Mrinal Kanti Bhowmik "Designing of an Inflammatory Knee Joint Thermogram Dataset for Arthritis Classification Using Deep Convolution Neural Network", Quantitative InfraRed Thermography Journal (QIRT), Taylor & Francis Online, Indexed by Science Citation Index (SCI) Impact Factor: 1.231, Accepted on: 21st November, 2020, Published on: 15th December, 2020 DOI: 10.1080/17686733.2020.1855390.

Image and Video Processing

2. Sourav Dey Roy and Mrinal Kanti Bhowmik "Annotation and Benchmarking of a Video Dataset under Degraded Complex Atmospheric Conditions and Its Visibility Enhancement Analysis for Moving Object Detection", IEEE Transactions on Circuits and Systems for Video Technology, Indexed by Science Citation Index (SCI), pp. 1-1, Impact Factor: 4.133, Published on: 29^th April, 2020, DOI: 10.1109/TCSVT.2020.2991191.

Face Recognition

3. Anu Singha, Mrinal Kanti Bhowmik and Debotosh Bhattacherjee "Akin-based Orthogonal Space (AOS): A Subspace Learning Method for Face Recognition", Multimedia Tools and Applications, published by Springer, Indexed by Science Citation Index (SCI), Impact Factor: 2.313, published on 11 May 2020.

2019

Image and Video Processing

1. Anu Singha and Mrinal Kanti Bhowmik, "Salient Features for Moving Object Detection in Adverse Weather Conditions during Night Time", IEEE Transactions on Circuits and Systems for Video Technology, published by IEEE, Indexed by Science Citation Index (SCI), Impact Factor: 4.133, Volume: 30, Issue: 10, pp. 3317-3331, ISSN: 1051-8215, Publised on October 2020.

2. Anu Singha and Mrinal Kanti Bhowmik, "TU-VDN: Tripura University Video Dataset At Night Time In Degraded Atmospheric Outdoor Conditions For Moving Object Detection", Proceedings of 26th IEEE International Conference on Image Processing (ICIP) - Tier 2 Conference, pp. 2936-2940, 2019, Taipei, Taiwan.

3. Mrinal Kanti Bhowmik, Tathagata Debnath, Debotosh Bhattacharjee, and Paramartha Dutta "EF-Index: Determining Number of Clusters (K) to estimate Number of Segments (S) in an image" Image and Vision Computing, published by Elsevier, Indexed by Science Citation Index (SCI), 2019, Volume 88, pp 29-40, Impact Factor: 3.103, DOI: https://doi.org/10.1016/j.imavis.2019.04.009

BioMedical and BioLogical Image Processing

Musculoskeletal Radiology using Infrared Imaging

4. Kakali Das, Mrinal Kanti Bhowmik, and Dipti Prasad Mukherjee, "Segmentation of Knee Thermograms For Detecting Inflammation" Proceedings of 26th IEEE International Conference on Image Processing (ICIP) - Tier 2 Conference, pp. 1550-1554, 2019, Taipei, Taiwan.

5. Mrinal Kanti Bhowmik, Kakali Das and Debotosh Bhattacharjee, "Temperature Profile Guided Segmentation for Detection of Early Subclinical Inflammation in Arthritis Knee Joints From Thermal Images" Infrared Physics & Technology, Published by Elsevier, Indexed by Science Citation Index Expanded (SCIE), Volume 99, pp 102-112, 2019, Impact Factor: 2.313, DOI: https://doi.org/10.1016/j.infrared.2019.04.011

6. Kakali Das, Mrinal Kanti Bhowmik, Omkar Chowdhuary, Debotosh Bhattacharjee and Barin Kumar De, "Accurate segmentation of inflammatory and abnormal regions using medical thermal imagery" Australasian Physical & Engineering Sciences in Medicine, Published by Springer, Indexed by Science Citation Index Expanded(SCIE), 2019, ISSN 0158-9938, Impact Factor: 1.161, DOI: https://doi.org/10.1007/s13246-019-00753-6

7. Shawli Bardhan and Mrinal Kanti Bhowmik, "2-Stage classification of knee joint thermograms for rheumatoid arthritis prediction in subclinical inflammation" Australasian Physical & Engineering Sciences in Medicine, Published by Springer, Indexed by Science Citation Index Expanded(SCIE), Volume 12, Issue 1, pp 259-277, ISSN: 0158-9938, Impact Factor: 1.161, DOI: https://doi.org/10.1007/s13246-019-00726-9

Infrared Thermography in Early Breast Cancer Screening

8. Usha Rani Gogoi, Gautam Majumdar, Mrinal Kanti Bhowmik and Anjan Kumar Ghosh, "Evaluating the Efficiency of Infrared Breast Thermography for Early Breast Cancer Risk Prediction in Asymptomatic Population" Infrared Physics & Technology, Published by Elsevier, Indexed by Science Citation Index Expanded(SCIE), Volume 99, pp 201-211, 2019. Impact Factor: 2.313, DOI: https://doi.org/10.1016/j.infrared.2019.01.004

2018

Image and Video Processing

1. Sourav Dey Roy Mrinal Kanti Bhowmik, John Oakley."A Ground Truth Annotated Video Dataset for Moving Object Detection in Degraded Atmospheric Outdoor Scenes", Proceedings of 25th IEEE International Conference on Image Processing (ICIP) - Tier 2 Conference, Athens, Greece, pp. 1318-1322. IEEE, 2018, Electronic ISSN: 2381-8549.

Face Recognition

2. Mrinal Kanti Bhowmik Priya Saha, Anu Singha, Debotosh Bhattacharjee, Paramartha Dutta, "Enhancement of Robustness of Face Recognition System through Reduced Gaussianity in Log-ICA" , Expert Systems with Applications, Published by Elsevier, Indexed by Science Citation Index Expanded (SCIE), Volume 116, pp. 96-107, 2018. Impact factor: 5.452, DOI: https://doi.org/10.1016/j.eswa.2018.08.047

BioMedical and BioLogical Image Processing

Musculoskeletal Radiology using Infrared Imaging

3. Shawli Bardhan, Mrinal Kanti Bhowmik,Tathagata Debnath, Debotosh Bhattacharjee,"RASIT: Region shrinking based Accurate Segmentation of Inflammatory areas from Thermograms", Biocybernetics and Biomedical Engineering, published by Elsevier, Volume 38, Issue 4, pp. 903-917 ISSN: 0208-5216, Indexed by Science Citation Index Expanded(SCIE), Impact factor : 2.159, DOI: https://doi.org/10.1016/j.bbe.2018.07.002

Infrared Thermography in Early Breast Cancer Screening

4. Usha Rani Gogoi, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Anjan Kumar Ghosh,"Singular Value based Characterization and Analysis of Thermal Patches for Early Breast Abnormality Detection", Australasian Physical and Engineering Science in Medicine, Springer,Volume 41, Issue 4, pp. 861-879, ISSN: 0158-9938, Indexed by Science Citation Index Expanded (SCIE), Impact factor: 1.000, DOI: https://doi.org/10.1007/s13246-018-0681-4

5. Sourav Pramanik, Debapriya Banik, Debotosh Bhattacharjee, Mita Nasipuri Mrinal Kanti Bhowmik, Gautam Majumdar "Suspicious-region segmentation from breast thermogram using DLPE-based level set method", IEEE Transactions on Medical Imaging, Indexed by Science Citation Index Expanded (SCIE), 2018 Volume 38, Issue 2, pp. 572 - 584 Impact factor: 6.685, DOI: 10.1109/TMI.2018.2867620

2017

BioMedical and BioLogical Image Processing

Infrared Thermography in Early Breast Cancer Screening

1. Mrinal Kanti Bhowmik, Usha Rani Gogoi, Debotosh Bhattacharjee, Gautam Majumdar, Dhritiman Datta, Anjan Kumar Ghosh,"Designing of Ground Truth Annotated DBT-TU-JU Breast Thermogram Database towards Early Abnormality Prediction", IEEE Journal of Biomedical and Health Informatics(Formally IEEE Transactions on Information Technology in Biomedicine),Volume 22, Issue 4, pp. 1238 - 1249,Print ISSN 2168 - 2194, Online ISSN 2168 - 2208, Indexed by Science Citation Index (SCI), Impact factor: 5.223, 2017, DOI: 10.1109/JBHI.2017.2740500 .J-BHI is ranked as one of the top 3 (out of 57) Health Information Management Journals according to H-index. Its CiteScore for 2018 is 5.67.

Microscopic Cell Imaging

2. Mrinal Kanti Bhowmik, Niharika Nath, Abhijit Dutta, Anjan Kumar Ghosh, "Shape Feature Based Automatic Abnormality Detection of Cervico-Vaginal Pap Smears", Journal of Image and Graphics, Vol. 5, No. 2, pp. 52-58, 2017, ISSN: 2301-3699 Published by Engineering and Technology(ETP), Doi: 10.18178/joig.5.2.52-58

2016

Face & Facial Expression Recognition

1. Priya Saha, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Barin Kumar De, “Expression Recognition of North-East Indian (NEI) Faces”, Multimedia Tools and Applications, Vol.74, No. 24, pp. 16781-16807, published by Springer US, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 2.313, 2016, ISSN: 1380-7501 (Print) and 1573-7721 (Online), https://doi.org/10.1007/s11042-015-2945-2

2. Anu Singha, Mrinal Kanti Bhowmik, “A Study on Independent Component Analysis Based Face Recognition” Journal of the Tripura Mathematical Society, Vol. 16, pp. 11-23, published by Tripura Mathematical Society, ISSN: 0972-1320, 2016 .
3. Sourav Dey Roy, Mrinal Kanti Bhowmik, "A Framework Towards Designing a Behavior Analyzer", Journal of the Tripura Mathematical Society, Vol. 16, pp. 29-42, published by Tripura Mathematical Society, ISSN: 0972-1320, 2016 .

2014

Face Recognition

1. Mrinal Kanti Bhowmik,Kankan Saha, Priya Saha, Debotosh Bhattacharjee, "DeitY-TU face database: its design, multiple camera capturing, characteristics, and evaluation", Journal of Optical Engineering, Vol. 53, No. 10, pp: 102106-1 to 24, Published by SPIE Digital Library, Indexed by Science Citation Index Expanded (SCIE), 2014, ISSN: 0091-3286 (Print) and 1560-2303 (Online), Impact Factor: 1.113, DOI: 10.1117/1.OE.53.10.102106.

2013

Facial Expression Recognition

1. Priya Saha, Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Barin Kumar De, “ A Study on Texture Analysis of Facial Expressions”, International Journal of Information Processing, Vol. 7, No. 4, pp: 28-34, published by IK International Publication, 2013, ISSN: 0973–8215.

2012

Face Recognition

1.Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, “Eye Region Based Fusion Technique of Thermal and Dark Visual Images for Human Face Recognition”, Journal of Optical Engineering, Vol. 51, No. 7, pp. 077205-1 to 11, Published by SPIE Digital Library, Indexed by Science Citation Index (SCI), 2012, ISSN: 0091-3286 (Print) and 1560-2303 (Online), Impact Factor: 1.113, Doi:10.1117/1.OE.51.7.077205.

2. Sanjoy Mitra, Priya Saha, Mrinal Kanti Bhowmik, “A study on Some Aspects of Human Emotion Recognition using Facial Expression Analysis” Journal of the Tripura Mathematical Society, Vol. 14, pp. 24-35, Published by Tripura Mathematical Society, 2012, ISSN: 0972 – 1320.

3. Mrinal Kanti Bhowmik, Goutam Majumder, Alak Das, Kankan Saha, Debotosh Bhattacharjee, " Human Eye Detection Using Harris Corner Detector", Journal of the Tripura Mathematical Society, Vol. 14, pp. 16-23, Published by Tripura Mathematical Society, 2012, ISSN: 0972 – 1320.

2011

Face Recognition

1. Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, “A Comparative Study on Fusion of Visual and Thermal Face Images at Different Pixel Level”, International Journal of Information Assurance and Security Letters (JIAS), vol. 6, No. 1, pp. 80-86, Published by Dynamic Publishers Inc., USA, 2011, ISSN: 2150-7996.

2. Sharmistha Majumder, Goutam Majumder, Mrinal Kanti Bhowmik, “ Human Face Mosaicing using Thermal Image”, Journal of the Tripura Mathematical Society, Vol. 13, pp. 145-153, Published by Tripura Mathematical Society, 2011, ISSN: 0972-1320 (UGC Approved Reference No: 63974).

1.Awarded for the SERB International Research Experience Fellowship for the year 2022-2023, during Fall 2022, supported by the Science and Engineering Research Board (SERB), a statutory body of the Department of Science and Technology, Government of India, at NYU Center for Cybersecurity (CCS), Tandon School of Engineering, New York University, 370 Jay Street, 10th Floor, Brooklyn, NY 11201, USA.

2.Awarded for various National/International Achievements during the period from 2015 to 2020, Certificates and the Medal recieved from Honorable Vice Chancellor, Tripura University on 15th August, 2021.

3.Awarded for Short Term Indian Council of Medical Research (ICMR)-Department of Health Research (DHR) International Fellowship 2019-2020 as a Senior Indian Biomedical Scientists for bilateral cooperation in cross-disciplinary research area (i.e. biomedical diagnostic and inferencing system) at New York Institute of Technology, 1855 Broadway, New York, NY 10023, USA, during 26th December 2019 to 25th January 2020.

4.Selected for International Travel Support offered by Science and Engineering Research Board (SERB), Govt of India for attending and presenting his research papers in 26th IEEE International Conference on Image Processing, organized by IEEE Signal Processing Society Taipei, Taiwan, from 22nd to 25th September 2019

5.Selected for Travel Support offered by Centre for Co-operation in Science & Technology among Developing Societies (CCSTDS), Govt of India for attending and presenting his research paper in 25th International Conference on Image Processing organized by IEEE Signal Processing Society, Athence, Greece, from 7th to 10th October 2018

6.Selected for International Travel Support offered by Council of Scientific and Industrial Research (CSIR), Govt of India for attending and presenting his research paper in Pattern Recognition and Artificial Intelligence (PRAI) -2018, the International Conference Sponsored by Kean university, Union, NJ, USA, August 2018

7.Selected for International Travel Support (Application No. ITS/163/2016-17, Dated 16/03/2016) offered by Science and Engineering Research Board (SERB), Govt of India for attending and presenting his research paper in SPIE Defense + Security -2016, Part of Program Track on “Thermosense: Thermal Infrared Applications XXXVIII”, Baltimore Convention Center, Baltimore, MD, United States, APRIL 2016

8.Selected for Travel Grant ioffered by All India Council For Technical Council (AICTE), Goverment of India sanctioned letter F.No.1-7/RIFD/TR/ (136)/2010-11, Dated 15/03/2011, for attending and presenting his research paper in SPIE Defense, Security, and Sensing-2011, Part of Program Track on “Infrared Technology and Application XXXVII”, Orlando World Center Marriott Resort & Convention Center, Orlando, Florida, USA, APRIL 2011.

9.Selected for Travel Grant (Vide No: SR/ITS/00642/2010-2011,dated 15/05/2010) offered by SERC Division, ITS Section of Department of Science & Technology (DST), New Delhi, Govt. of India, for attending the “7th International Summer School for Advanced Studies on Biometrics for Secure Authentication: Forensics, Security and Remote Identification” June, 2010 at Alghero, Italy, organized by the University of Sassari, Italy and in co-operation with the Michigan State University, and the University of Halmstad, and endorsed by the International Association for Pattern Recognition (IAPR), Technical Committee 4 on Biometrics and by IEEE Biometrics Council.

10.Selected for a Fellowship under North East Project of the Machine Intelligence Unit, Indian Statistical Institute for Attending “Second International Conference on Pattern Recognition & Machine Intelligence” Dec, 2007 at Indian Statistical Institute, organized by Machine Intelligence Unit, ISI Kolkata.

We are actively pursuing applications in the area of :

Cyber Forensics

1. Image and Video Forgery Detection

2. Deep Fake Generation and Detection

Computer Vision in Data Science

1. Object Detection at Night Time

2. Object Detection at Day Time

Medical Imaging

1.Microscopic Cell Imaging

2. Infrared Imaging:

•Infrared Thermography in Early Breast Cancer Screening

•Musculoskeletal Radiology using Infrared Imaging

Externally Funded Projects Completed as Chief Investigator(C.I)/Principal Investigator(P.I)

SL No	Name of The Project	Sponsored By/ Amount of Grant	Whether Started/ Whether Completed	Number of Scholars Were Associated	Outcome
1.	DEVELOPMENT OF TECHNIQUES FOR HUMAN FACE BASED ONLINE AUTHENTICATION SYSTEM, PHASE – 1	Sponsored By: Department of Electronics and Information Technology(DIT), Now MeitY (Ministry of Electronics & Information Technology), New Delhi, Government of India. Amount of Grant: Rs. 32 Lakhs	Period: 18 Months Whether Started: 27th Jan,2009. Whether Completed: 31st July,2010.	Research Associate: 1 Research Assistant:2	Journals: 04
2.	CREATION OF A VISUAL FACE DATABASE OF NORTH-EASTERN PEOPLE & IMPLEMENTATION OF TECHNIQUES FOR FACE IDENTIFICATION	Sponsored By: Department of Electronics and Information Technology(DIT),Now MeitY (Ministry of Electronics & Information Technology), New Delhi, Government of India. Amount of Grant: Rs. 50.40 Lakhs	Period: 3Years + 6 Months Extended, Whether Started: 29th March,2011 Whether Completed: 30th September,2014.	Research Scholar: 1 Research Assistant: 2 Project Assistant: 1	Journals: 08 Created Dataset: DeitY-TU Face Dataset Ph.D Awarded: 01
3.	DEVELOPMENT OF THERMOGRAPHY INFRASTRUCTURE FACILITY FOR SECURITY & NAVIGATION SYSTEM	Sponsored By: Society for Applied Microwave Electronics Engineering and Research (SAMEER), IIT Bombay Campus, Powai, Mumbai - 400076. Amount of Grant: Rs. 11.48 Lakhs	Period: 12 Months Whether Started: 22nd March,2012. Whether Completed: 21st March,2013.	Research Scholar: 1	Proceedings: 06 Created Dataset: SAMEER-TU Outdoor Database Ph.D Registered: 01
4.	DESIGN AND DEVELOPMENT OF TECHNIQUES FOR PAIN MANAGEMENT AND BREAST CANCER DETECTION USING INFRARED IMAGING in Collaboration with Regional Cancer Center (RCC), Physical Medicine and Rehabilitation (PMR) Department, Agartala Government Medical College (AGMC) & Gobind Ballav Pant (GBP) Hospital, Govt. of Tripura and Jadavpur University, Kolkata-700032, India.	Sponsored By: Department of Biotechnology (DBT), Twining Project, Govt. of India. Amount of Grant: Rs. 64.28 Lakh Tripura University: Rs. 50.73 Lakhs Jadavpur University: Rs. 13.55 Lakhs	Period: 3 Years (6 Months Extended) Whether Started: 3rd March, 2014. Whether Completed: 2nd September, 2017.	Junior Research Fellow: 2 Project Assistant:1	Journals: 05 Patent Filed: 01 Created Dataset: DBT-TU-JU Breast Thermogram Database Ph.D Awarded: 02
5.	COMPUTER AIDED DETECTION OF CANCER CELLS IN EARLY STAGE BREAST CANCER	Sponsored By: NYIT's(New York Institute of Technology ) Institutional Support for Research and Creativity (ISRC) Grant Amount of grant: $ 4,914	Period: 1 Year 7 Months Whether Started: 9th January, 2017 Whether Completed: 31st August, 2018	-----	Journals: 01
6.	ANALYSIS OF MEDICAL INFRARED IMAGES ON OCCURRENCE OF INFLAMMATORY DISEASE PATTERNS TOWARDS ABNORMALITY DETECTION/ PREDICTION AND SEVERITY ASSESSMENT IN HUMAN BODY	Sponsored By: Indian Council of Medical Research (ICMR), Government of India, Amount of Grant: Rs. 11.06 Lakhs	Period: 2 Years Whether Started: 1st July, 2017 Whether Completed: 30th June, 2019	Junior Research Fellow: 1	Journals: 03 Ph.D Thesis Submitted: 01
7.	GIAN Course Entitled "Contrast Enhancement in Poor Visibility" With Expert Speaker Dr. John Peter Oakley, Senior Lecturer, School of Electrical and Electronic Engineering, The University of Manchester, Po Box 88, Sackville Street, Manchester M60 1QD, UK	Sponsored By: MHRD, Government of India, Amount of Grant: Rs. 5.44 Lakhs	Period: 5 Days Whether Started: 5th March, 2018 Whether Completed: 9th March, 2018	-----	Successfully Completed
8.	GIAN Course Entitled "Image and Video Forensics" With Expert Speaker Professor Nasir Memon, Department of Computer Science and Engineering, Tandon School of Engineering, New York University, 2 MetroTech Center, 10.095, Brooklyn, NY 11201	Sponsored By: MHRD, Government of India, Amount of Grant: Rs. 5.44 Lakhs	Period: 5 Days Whether Started: 12th March, 2018 Whether Completed: 16th March, 2018	-----	Successfully Completed
9.	DRDO Project in the domain of SECURITY & SURVEILLANCE in Collaboration with Jadavpur University, Kolkata-700032, India	Amount of Grant: Rs. 64.77 Lakh Tripura University: Rs. 46.58 Lakhs Jadavpur University: Rs. 18.19 Lakhs	Period: 2 Years 6 Months Whether Started: 12^th June, 2018. Whether Completed: On Going	Junior Research Fellow: 2 Studentship/Assistantship: 2	1. Created Surveillance Video Dataset in Degraded Conditions. 2. Deep learning based technique for accurate detection of salient objects in atmospheric/ weather degraded outdoor scenes. Ph.D Awarded: 02 Ph.D Ongoing: 01

Externally Funded Projects Ongoing as a Chief Investigator(C.I)/Principal Investigator(P.I)

SL No	Name of The Project	Sponsored By/ Amount of Grant	Whether Started/ Whether Completed	Number of Scholars Were Associated	Outcome
1.	MULTIMODAL NON-INVASIVE IMAGE ANALYSIS USING DEEP LEARNING APPROACH FOR AUTOMATED DIAGNOSIS OF ARTHRITIS AND PREDICTION OF DISEASE SEVERITY in Collaboration with Department of Rheumatology, All India Institute of Medical Sciences (AIIMS)-New Delhi; Department of Physical Medicine and Rehabilitation (PMR), & Department of Radio Diagnosis, Agartala Government Medical College (AGMC) & Gobind Ballav Pant (GBP) Hospital, Govt. of Tripura; and Jadavpur University, Kolkata-700032, India	Sponsored By: Department of Biotechnology (DBT), Govt. of India. Amount of Grant: Rs. 60,89,440/- Tripura University: Rs. 39,91,360/- Jadavpur University: Rs. 20,98,080/	Period: 3 Years Whether Started: 23rd March, 2022. Whether Completed: Ongoing	Research Associate: 1 Hospital Attendant: 1 Assistantship: 1	70% Completed
2.	Infrared Signature of Paediatric surgical wound thermographic profiles and early stage test-accuracy study to predict the surgical site infection and development of deep learning based artificial intelligence technique for automatic image segmentation in Collaboration with Department of Paediatric Surgery, All India Institute of Medical Sciences (AIIMS)-New Delhi, India	Sponsored By: Indian Council of Medical Research (ICMR), Govt. of India. Amount of Grant for Tripura University: Rs. 12,68,760/- (As a Co-Principal Investigator)	Period: 3 Years Whether Started: 25th March, 2023. Whether Completed: Ongoing	Junior Research Fellow: 1	40% Completed
3.	UAV Based Image Acquisition and Analysis for Air Pollution Particles Detection and Labeling in Collaboration with Department of Computer Sience and Engineering, Techno College of Engineering Maheshkhola, Anandanagar, Agartala, West Tripura, PIN: 799004	Sponsored By: TiHAN Foundation Technology Innovation Hub on Autonomous Navigation and Data Acquisition Systems, IIT - Hyderabad Total Amount of Grant: Rs. 10,92,300/- for Techno Collage of Engineering Agarala, (As a Co-Principal Investigator)	Period: 18 Month Whether Started: 26th June, 2023. Whether Completed: Ongoing	Research Scholar: 1 Project Fellow: 1	40% Completed

Collaborating Partners

1. NYU Center for Cybersecurity (CCS), Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA.

2. Regional Cancer Center (RCC) & Physical Medicine and Rehabilitation (PMR) & Department of Radiodiagnosis, Agartala Government Medical College (AGMC) and Gobind Ballav Pant (GBP) Hospital of Tripura.

3. Department of Rheumatology & Department of Paediatric Surgery, All India Institute of Medical Sciences (AIIMS), Ansari Nagar, Ansari Nagar East, New Delhi, Delhi 110029.

4. Jadavpur University, Kolkata-700032, India.

5. Department of Biological and Chemical Sciences, New York Institute of Technology, 1855 Broadway, New York, NY 10023, USA.

Research Collaborators

1.Prof. Nasir Memon

NYU Center for Cybersecurity (CCS), Tandon School of Engineering,

New York University, Brooklyn, NY 11201, USA.

2.Prof. Niharika Nath

Department of Biological and Chemical Sciences,

New York Institute of Technology (NYIT)

1855 Broadway, New York, NY 10023, USA.

3.Dr. Ranjan Gupta

Additional Professor, Department of Rheumatology

All India Institute of Medical Sciences (AIIMS), Ansari Nagar, Ansari Nagar East, New Delhi, Delhi 110029.

4.Dr. Anjan Dhua

Additional Professor, Department of Paediatric Surgery

All India Institute of Medical Sciences (AIIMS), Ansari Nagar, Ansari Nagar East, New Delhi, Delhi 110029.

5.Dr. Abhijit Datta

Professor, Department of Pathology

Agartala Government Medical College (AGMC) and Gobind Ballav Pant(GBP) Hospital, Govt. of Tripura

6.Dr. Satyabrata Nath

Associate Professor & HOD(I/C)

Physical Medicine and Rehabilitation (PMR) Department

Agartala Government Medical College (AGMC) and Gobind Ballav Pant(GBP) Hospital, Govt. of Tripura.

7.Dr. Asim De

Professor & HOD

Department of Radiodiagnosis

Agartala Government Medical College (AGMC) and Gobind Ballav Pant(GBP) Hospital, Govt. of Tripura.

8.Prof. Barin Kumar De (Rtd.)

Professor of Physics

Tripura University (A Central University)

Suryamaninagar-799022, Tripura (W), India.

9.Prof. Debotosh Bhattacharjee

Computer Science & Engineering Department

Jadavpur University, Kolkata, India.

10.Dr. John Peter Oakley

Senior Lecturer,

School of Electrical and Electronic Engineering,

The University of Manchester,

Po Box 88, Sackville Street, Manchester M60 1QD, UK.

11.Prof. Anjan K Ghosh

DAIICT, Gandhinagar, Gujrat, India, Pin - 382007

and Former Vice Chancellor of Tripura University (A Central University).

12.Prof. Anjan K Ghosh

DAIICT, Gandhinagar, Gujrat, India, Pin - 382007

and Former Vice Chancellor of Tripura University (A Central University).

Created Datasets

Created Datasets : View/ Download

1. Delivered an Invited Expert Lecture on, "Image and Video Forensic", in Short Term Course on “Information and Communication Technology”, Organized by University Grants Commission Human Resource Development Centre Mizoram University, Mizoram, India, on September 9th, 2023.

2. Delivered an Invited Expert Lecture on, "Recent Trends and Research Opportunities in Engineering and Technology", in Faculty Development Program, Jointly Organized by Department of Electrical Engineering and Department of Electrical and computer Engineering, Techno college of Engineering Agartala, Tripura, India. During July 10th-14th, 2023.

3. Delivered an Invited Talk entitled, "Online Education in Computer Science for Remote Areas", in WEBINAR : Distance and Online Education in the backdrop of COVID-19 : Issues and Challenges, Regional computer lab, Agartala regional centre, Indira Gandhi National Open University, Agartala-799004, Tripura (W), India, July 19th-20th, 2020.

4. Delivered an Invited Talk entitled, "Computer Vision in Degraded Atmospheric/ Weather Conditions", in International Web Conference on Advance Research in Science, Humanities and Social Science (IWCARSHSS 2020), Organized by Department of Applied Mathematics, Maharaja Bir Bikram University, Agartala-799004, Tripura (W), India, July 09th-10th, 2020.

5. Presented a poster entitled, "Segmentation of Knee Thermograms For Detecting Inflammation", in the International Conference on 26th International Conference on Image Processing, Organized by IEEE Signal Processing Society, Taipei, Taiwan 22-25 September 2019.

6. Presented a poster entitled, "TU-VDN: Tripura University Video Dataset At Night Time In Degraded Atmospheric Outdoor Conditions For Moving Object Detection", in the International Conference on 26th International Conference on Image Processing, Organized by IEEE Signal Processing Society, Taipei, Taiwan 22-25 September 2019.

7. Presented an Oral Paper entitled, "Nucleus Region Segmentation Towards Cervical Cancer Screening Using AGMC-TU Pap-Smear Dataset", in the International Conference on Pattern Recognition and Artificial Intelligence ( PRAI ), Sponsored by Kean University,Union,NJ,USA 15-17 August 2018.

8. Presented a poster entitled, "A Ground Truth Annotated Video Dataset for Moving Object Detection in Degraded Atmospheric Outdoor Scenes", in the International Conference on 25th International Conference on Image Processing, Organized by IEEE Signal Processing Society, Athence, Greece 07-10 october 2018.

9. Presented an Oral Paper entitled, " Standardization of Infrared Breast Thermogram Acquisition Protocols and Abnormality Analysis of Breast Thermograms", in SPIE International Symposium on Commercial + Scientific Sensing and Imaging, Organized by SPIE, in Baltimore Convention Center Baltimore, MD, United States, April 17-21, 2016(with a International Travel Grant from SERB,DST,Govt of India).

10. Presented an Oral Paper entitled, " Pain Related Inflammation Analysis using Infrared Images" in SPIE International Symposium on Commercial + Scientific Sensing and Imaging, Organized by SPIE, in Baltimore Convention Center Baltimore, MD, United States, April 17-21, 2016(with a International Travel Grant from SERB,DST,Govt of India).

11. Presented a lecture as a Resource Person on " Importance of Image Analysis in Bioinformatics" in three days training program on "Current Approaches and Applications of Bioinformatics in Life Science" Organized by Bioinformatics Centre of College of Fisheries, Central Agricultural University (CAU), Lembucherra, Tripura, 27th -29th January, 2015.

12. Presented an Oral Paper entitled, " An Approach for Automatic Pain Detection through Facial Expression" in 7th International Conference on Intelligent Human Computer Interaction (IHCI 2015), Organized by Indian Institute of Information Technology(IIIT), Allahabad, India, December 14-16, 2015.

13. Invited as a Resource Person for chairing a session in national seminar on " E-resources and E-learning, Challenges and Opportunities for Students" Organized by Department of Information Technology, Bir Bikram Memorial College, Agartala-799004, in Collaboration with: The Institute of Engineers (India), Tripura State Centre, Sponsored by: North-Eastern Regional Office (NERO), UGC, Guwahati, 26th -27th July, 2014.

14. Presented an Oral Paper entitled, " Facial Mole Detection: An Approach towards Face Identification" in International Conference on Information and Communication Technologies (ICICT 2014), Organized by School of Engineering, Cochin University of Science and Technology, Kerala, India, December 3-5, 2014.

15. Presented an Oral Paper entitled," Automatic Eye Detection using Fast Corner Detector of North-East Indian (NEI) Face Images" in 1st International Conference on Computational Intelligence: Modelling, Techniques and Applications (CIMTA- 2013), Organized by Department of Computer Engineering, University of Kalyani, Kolkata, India, September 27-28, 2013.

16. Presented an Oral Paper entitled," Performance Evaluation through KICA and Feature level Fusion for Human Face Recognition" in International Conference on Artificial Intelligence and Soft Computing (AISC 2012), Organized by Department of Computer Engineering, Indian Institute of Technology (BHU) Varanasi, Varanasi, India, December 7-9, 2012.

17. Presented an Oral Paper entitled," Facial Expression Invariant Person Recognition using Feature level Fusion of Visual and Thermal Images" in World Congress on Information and Communication Technologies (WICT-2011), University of Mumbai, Kalina Campus, December 11-14, 2011.

18. Presented an Oral Paper entitled," Classification of Thermal Face Images using Radial Basis Function Neural Network” and “Independent Component Analysis (ICA) of fused Wavelet Coefficients of thermal and visual images for human face recognition " in SPIE Defense, Security, and Sensing 2011, (Track of Infrared Technology and Applications, Conference 8012), in Orlando World Center Marriott Resort & Convention Center, Orlando, Florida, USA, April 2011(with a International Travel Grant from AICTE,Govt of India).

19. Presented an Oral Paper entitled," Polar Fusion Technique Analysis for Evaluating the Performances of Image Fusion of Thermal and Visual Images for Human Face Recognition " in IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, Paris, France-75013, April 2011(with a International Travel grant from Tripura University(A Central University)).

20. Presented a lecture as a Resource Person on "Cybercrime: Its Effects and Remedy" to the newly recruited Tripura Civil Service (TCS–Gr-II) Officers, at the State Institute of Public Administration and Rural Development (SIPARD), A.D. Nagar, Agartala, Tripura, March 2010.

21. Presented a poster on "Information Fusion of Thermal and Visual Faces for Facial Expression and Pose Recognition using Log-ICA Algorithm" at the 7th International Summer School for Advanced Studies on Biometrics for Secure Authentication: Forensics, Security and Remote Identification, Alghero, Italy, June 2010(with a International Travel Grant from SERB DST ,Govt. of India).

22. Presented an Oral Paper entitled," Classification of fused images using Radial basis function Neural Network for Human Face Recognition " at The World congress on Nature and Biologically Inspired Computing (NaBIC-09), Coimbatore, December 2009.

23. Presented an Oral Paper entitled," Classification of Fused Face Images using Multilayer Perceptron Neural Network " International Conference on Rough sets, Fuzzy sets and Soft Computing, Dept. of Mathematics, Tripura University, November 2009.

24. Presented an Oral Paper entitled," Human face recognition using line features " at National Seminar in Recent Advances on Information Technology (RAIT-2009) organized by Computer Science & Engineering Dept, Indian School of Mines University(ISM), Dhanbad, on February 2009.

25. Presented an Oral Paper entitled," Classification of Log Polar- Thermal Eigenfaces using Multilayer Perceptron for Human face recognition " at The 3rd IEEE Conference on Industrial and Information Systems (ICIIS-2008), IIT Kharagpur, December 2008.

26. Presented an Oral Paper entitled," Topological change in artificial neural network for human face recognition " at National Seminar on Recent Development in Mathematics & its Application, organized by Dept of Mathematics. Tripura University, on November 2008.

27. Presented an Oral Paper entitled," Classification of Log Polar Visual Eigenfaces using Multilayer Perceptron " at The 2nd International Conference on Soft computing (ICSC-2008), IET, Alwar, Rajasthan, November 2008.

28. Presented an Oral Paper entitled," Artificial Neural Network as a soft computing tool- a case study" National Seminar on Fuzzy Mathematics and its Applications, Organized by Tripura Mathematical Society & School of IT & Computer Science, Tripura University, on November 2006.

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