Latest News

23 March
2024
Happy to share that I am acting as a WiP & LBI Chairs for The 22nd IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2024). Interested researchers may submit the paper as per the deadlines. For more details, visit the conference website: https://cyber-science.org/2024/dasc/

14 March
2024
A research paper of 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" has been accepted in Multimedia Tools and Applications, Springer, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 3.6, Accepted on: Accepted on: 13th March, 2024.

01 March
2024
My Sole Authored Book entitled "Computer Vision: Object Detection in Adversarial Vision" has been published in CRC Press, Taylor & Francis Group on 1st March, 2024.

02 Feb
2024
A research paper of 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" has been accepted in IEEE Transactions on AgriFood Electronics, IEEE, Indexed by Science Citation Index Expanded (SCIE), Accepted on: Accepted on: 2nd February 2024.

27 Nov
2023
A research paper of Sourav Dey Roy and Mrinal Kanti Bhowmik, "Understanding Adversarial Atmospheric Features Interpretation, Analysis and Standardization for Tackling the Computer Vision Problems in Videos" has been accepted in IEEE Transactions on Instrumentation and Measurement, IEEE, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 5.6, Accepted on: 27th November 2023.

28 June
2023
One research papers has been accepted on 28th June, 2023 in 10th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2023), will be held on ISI, Kolkata, India, on December 12th -15th, 2023.

27 June
2023
One research papers has been accepted on 27th June, 2023 in 8th International Conference on Computer Vision & Image Processing (CVIP-2023), will be held on IIT-Jammu, India, on November 3rd -5th, 2023.

20 June
2023
Two research papers has been accepted on 20th June, 2023 in 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), will be held on IIT-Delhi, India, on July 6th -8th, 2023.

12 June
2023
A research paper of 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" has been accepted in International Journal of Intelligent Systems, Hindwai, Indexed by Science Citation Index Expanded (SCIE), Impact Factor: 8.993, Accepted on: 12th June 2023.

25 Mar
2023
An ICMR Project "Infrared Signature of Paediatric surgical wound thermo graphic 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" has been sanctioned under Co-PIship of Dr. M.K Bhowmik in collaboration with Dept. of Paediatric Surgery, AIIMS-New Delhi, with a budget outlay of Rs. 12,68,760/- for 3 years.

25 Feb
2023
Mr. Sourav Dey Roy, Ph.D Research Scholar and Research Associate, of DBT Project, has been awarded as "Best Paper Award" in International Conference on Advances in Computational Intelligence and its Applications ICACIA-2023 held at K L University Hyderabad, Telangana, India, held on February 23-25, 2023.

25 Feb
2023
Mr. Santanu Das, Ph.D Research Scholar, has been awarded as "Best Paper Award" in International Conference on Advances in Computational Intelligence and its Applications ICACIA-2023 held at K L University Hyderabad, Telangana, India, held on February 23-25, 2023.

13 Feb
2023
A research paper of Anu Singha, and Mrinal Kanti Bhowmik, "Novel Deeper AWRDNet: Adverse Weather-Affected Night Scene Restorator Cum Detector Net for Accurate Object Detection" has been accepted in Neural Computing and Applications, Springer with Impact Factor: 5.102, Accepted on: 13th February 2023.

22 July
2022
A Patent entitled "System and Method for Detecting Object in Adverse Atmosphere by Restoring Degraded Image in Deep Convolutional Layer" has been published on 22nd June, 2022, Invented by Anu Singha, Sourav Dey Roy and Mrinal Kanti Bhowmik, Application No. 202131002651 A.

30 June
2022
A research paper of 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" has been accepted in Quantitative InfraRed Thermography, Taylor and Francis Online with Impact Factor: 1.643, Accepted on 30th June 2022.

12 May
2022
Dr. Bhowmik has been selected for the DST-SERB International Research Experience Fellowship for the year 2022-2023 supported by the Science and Engineering Research Board (SERB), a statutory body of the Department of Science and Technology, Government of India, for the duration of 6 months at New York University, NYU Tandon School of Engineering, 6 MetroTech Center, Brooklyn, NY 11201, USA.

23 Mar
2022
A DBT funded Project entitled “Multimodal Non-invasive Image Analysis using Deep learning approach for automated diagnosis of Arthritis and prediction of disease severity” has been sanctioned under Principal Investigatorship of Dr. Mrinal Kanti Bhowmik with a budget outlay of Rs. 60,89,440/- for a period of 3 years.


Mrinal Kanti Bhowmik, Ph.D.
Associate Professor and Head
Department of Computer Science & Engineering,
Tripura University (A Central University),
Suryamaninagar-799022, Tripura (W), India

&

DST SERB-SIRE Fellowship Award (2022-2023), Fall 2022
At NYU Center for Cybersecurity (CCS),
Tandon School of Engineering, New York University,
370 Jay Street, 10th Floor, Brooklyn, NY 11201, USA

Formerly,

Senior ICMR-DHR Fellow (2019-2020)
(Indian Council of Medical Research (ICMR)-Department of Health Research (DHR), Govt. of India),
At New York Institute of Technology,
1855 Broadway, New York, NY 10023, USA

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1st Edition

Computer Vision

Object Detection In Adversarial Vision

By Dr. Mrinal Kanti Bhowmik

Published BY: CRC Press, Taylor & Francis, Chapman & Hall Book

Published Online on: 1st March, 2024

Save 20% on my new Book

Use Code SMA22

Valid on www.routledge.com until 31 July 2024




I am currently an Associate Professor (Academic Level 13A/ Stage-IV) in the Computer Science and Engineering Department at Tripura University heading the Computer Vision Lab. I received both my Bachelor of Engineering (B.E.) degree (with Distinction) and Master of Technology (M.Tech.) degree in Computer Science and Engineering from Tripura Engineering College, Govt. of Tripura, in 2004 and Tripura University (A Central University), in 2007 respectively. I earned my Ph.D. degree in Engineering from Jadavpur University, Kolkata, in April, 2014 under the joint Supervision of Emeritus Prof. Dipak Kumar Basu, Humboldt Fellow (1989-90), and Prof. Debotosh Bhattacharjee. I also spent Fall 2022 as a DST-SERB International Research Experience Scholar with SIRE Fellowship, Govt. of India at the NYU Center for Cybersecurity (CCS), Tandon School of Engineering, New York University, New York City. During my Post-Ph.D. SERB International Research Experience, I was extremely fortunate to be guided by Emeritus Professor Nasir Memon in Digital Image and Video /Multimedia Forensics, Cyber Thread Modelling.


My research interests are in robust semantic localization of small objects in degraded day and night Vision under different adversial weather/atmospheric conditions, with Scene Classification for security and surveillance applications. I also have significant interest in inflammation detection of joint/skin surface of Arthritis MRI, USG, infrared Imaging and early breast IR based abnormality region understanding with both theoretical and practical System design. More recently, we have been working in shot learning with domain adaptation, in applications to various multimedia forensics Problems in visual and IR Videos. Some of our recent works include Thread Modeling using deepfakes with GANs.


From 7th Jan, 2008 to 14th July, 2010, I served as Lecturer on contract in Computer Science & Engineering Department of Tripura University and since 15th July, 2010, serving as an Assistant Professor in the same department. Some of my research works are published in IEEE Transactions on Circuits and Systems for Video Technology (Impact Factor: 5.859), IEEE Journal of Biomedical & Health Informatics (IF: 5.772), IEEE Transactions on Medical Imaging (IF: 11.037), Expert Systems with Applications (Elsevier, IF: 8.665), Image and Vision Computing (Elsevier, IF: 3.860),Physical and Engineering Sciences in Medicine (Springer, IF: 7.099), Biocybernetics and Biomedical Engineering (Elsevier, IF: 5.687), Infrared Physics and Technology (IF: 2.638), IET Image Processing (IET, IF: 1.773), Journal of Visual Communication and Image Representation (Elsevier, IF: 2.678) and Computer Vision and Image Understanding (Elsevier, IF: 4.886), Neural Computing and Applications (Springer, IF: 5.102), IEEE Transactions on Instrumentation and Measurement (IEEE, IF: 5.6), IEEE Transactions on AgriFood Electronics, etc.


Some of my research papers are also published in Tier-2 Conference Proceedings such as 25th IEEE International Conference on Image Processing, ICIP 2018, Athens, Greece, 26th IEEE ICIP 2019, Taipei, Taiwan, and 28th ICIP 2021, Anchorage, Alaska, USA.


I handled about Rs. 2.50 Crores of external research grants from various government agencies like MeitY, DBT, ICMR, DRDO, SAMEER, SERB etc. Till date, I successfully completed Six research projects.

Completed Funded Projects:


  • MeitY Funded Project with budget outlay of Rs.32 Lakhs [Duration: 27th January, 2009 to 31st July, 2010] (As a PI).
  • MeitY Funded Project with budget outlay of Rs.50.40 Lakhs respectively [Duration: 29th March, 2011 to 30th September, 2014] (As a PI).
  • SAMEER Funded Project, IIT Bombay Campus, Mumbai with budget outlay of Rs.11.48 Lakhs [Duration: 22nd March, 2012 to 21st March, 2013] (As a PI).
  • DBT Twining Project in collaboration with Jadavpur University (JU) with budget outlay of Rs.64.28 Lakhs [Duration: 3rd March, 2014 to 2nd September, 2017] (As a PI).
  • NYIT's Institutional Support for Research and Creativity (ISRC) Funded Project with budget outlay of $4,914 [Duration: 9th January, 2017 to 31st August, 2018] (As a Co-PI).
  • ICMR Funded Project with budget outlay of Rs.11.06 Lakhs [Duration: 1st July, 2017 to 30th June, 2019] (As a PI).
  • DRDO Funded Project in collaboration with JU with budget outlay of Rs.64.77 Lakhs [Duration: 8th June, 2018 to 7th June, 2021] (As a PI)

Ongoing Funded Projects:


  • DBT Project in collaboration with JU and AIIMS-New Delhi with budget outlay of Rs. 60.89 Lakhs [Duration: 23rd March, 2022 to 22nd March, 2025] (As a PI).
  • ICMR Project in collaboration with AIIMS-New Delhi with budget outlay of Rs. 12.68 Lakhs [Duration: 25th March, 2023 to 24th March, 2026] (As a Co-PI).

Besides, for presenting my research works, I also received several international travel grants from various government agencies like Science and Engineering Research Board (SERB), All India Council for Technical Council (AICTE), SERC Division: ITS Section of Department of Science & Technology (DST), Council of Scientific and Industrial Research (CSIR), Centre for Co-operation in Science & Technology among Developing Societies (CCSTDS) etc.


I 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). I supervised Master’s thesis of 39 master students till 2023. Currently, guiding Four Ph.D. scholars and Seven Research Scholars are already awarded.

Ph.D Awarded During the Period of Assistant Professor:

Shawli Bardhan

Ph.D Fellowship Grant:

  • - SRF of DBT Funded Project

Thesis Title: “Analysis of IR Images for Detection of Inflammatory Knee Joint Diseases”

Awarded on: 19th November, 2019

Journal Publications: 03 SCI/ SCIE Indexed Journals:

  1. Biocybernetics and Biomedical Engineering (Elsevier, IF: 6.4)
  2. Physical and Engineering Sciences in Medicine (Springer, IF: 4.4)
  3. Quantitative InfraRed Thermography (Taylor and Francis Online; IF: 2.5)

Former Affiliation:
Guest Faculty, School of Computing, IIIT-UNA, Himachal Pradesh.

Current Affiliation:
Assoc. Prof., Dept. of CSE, TCEA, Agartala, Tripura (W).



Usha Rani Gogoi

Ph.D Fellowship Grant:

  • - DST-INSPIRE Fellow

Thesis Title: “Analysis of Infrared Breast Thermograms for Abnormality Detection”

Awarded on: 10th September, 2020

Co-Supervisor: Prof. Anjan Kumar Ghosh, Former Vice Chancellor of Tripura University (A Central University)

Journal Publications: 04 SCI/ SCIE Indexed Journals:

  1. IEEE Journal of Biomedical and Health Informatics (IEEE, IF: 7.7)
  2. Physical and Engineering Sciences in Medicine (Springer, IF: 4.4)
  3. Quantitative InfraRed Thermography (Taylor and Francis Online; IF: 2.5)
  4. Infrared Physics & Technology (Elsevier, IF: 3.3)

Former Affiliation:
Asst. Prof., Dept. of CSE, VIT-AP University, Amaravati.

Current Affiliation:
Asst. Prof., Dept. of CSE, The Neotia University, Kolkata, West Bengal.



Kakali Das

Ph.D Fellowship Grant:

  • - SRF of ICMR Funded Project

Thesis Title: “Prediction of Health Abnormalities using Thermal Images”

Awarded on: 20th January, 2021

Co-Supervisor: Prof. Barin Kumar De (Rtd.), Department. of Physics, Tripura University (A Central University)

Journal Publications: 02 SCI/ SCIE Indexed Journals:

  1. Physical and Engineering Sciences in Medicine (Springer, IF: 4.4)
  2. Infrared Physics & Technology (Elsevier, IF: 3.3)

Former Affiliation:
Assoc. Prof., Dept. of CSE, Kalasalingam Academy of Research and Education, Madurai, Tamil Nadu.

Current Affiliation:
Asst. Prof., Dept. of CSE, K L University, Hyderabad, India, [NIRF Ranking-44 on 2023].



Anu Singha

Ph.D Fellowship Grant:

  • - SRF of DRDO Funded Project

Thesis Title: “Moving Object Detection in Night Vision”

Awarded on: 22nd April, 2021

Journal Publications: 01 IEEE Transaction & 01 SCI/ SCIE Indexed Journal:

  1. IEEE Transactions on Circuits and Systems for Video Technology (IEEE, IF: 8.4)
  2. Neural Computing and Applications(Springer, IF: 6.0)

Former Affiliation:
Asst. Prof., Dept. of CSE, SRM Institute of Science and Technology, Delhi-NCR, Gaziabad.

Current Affiliation:
Asst. Prof., Dept. of CSE, MIT World Peace University, Maharashtra, India.



Tannistha Pal

Ph.D Fellowship Grant:

  • - Part Time Scholar

Thesis Title: “Enhancement of Poor Visibility”

Awarded on: 3rd August, 2021

Journal Publications: 01 SCI/ SCIE Indexed Journal:

  1. Multimedia Tools and Applications (Springer, IF: 3.6)

Current Affiliation:
Asst. Prof. (Contractual), Dept. of CSE, NIT, Agartala, India, [NIRF Ranking-91 on 2023].



Rajib Debnath

Ph.D Fellowship Grant:

  • - JRF of DRDO Funded Project

Thesis Title: “Detection of Weapon along with Profile in Video”

Awarded on: 8th March, 2022

Journal Publications: 02 SCI/ SCIE Indexed Journals:

  1. Journal of Visual Communication and Image Representation (Elsevier, IF: 2.259)
  2. IET Image Processing(IET Digital Library, IF: 1.773)

Former Affiliation:
Assoc. Prof., Dept. of CSE, Kalasalingam Academy of Research and Education, Madurai, Tamil Nadu.

Current Affiliation:
Asst. Prof., Dept. of CSE, K L University, Hyderabad, India, [NIRF Ranking-44 on 2023].





Ph.D Awarded During the Period of Associate Professor:

Sourav Dey Roy

Ph.D Fellowship Grant:

  • - JRF of DRDO Funded Project
  • - CSIR SRF (Direct)

Thesis Title: “Moving Object Detection in Degraded Atmospheric Conditions”

Awarded on: 10th April, 2024

Journal Publications: 02 IEEE Transactions & 01 SCI Indexed Journal:

  1. IEEE Transactions on Circuits and Systems for Video Technology (IEEE, IF: 8.4)
  2. IEEE Transactions on Instrumentation and Measurement (IEEE, IF: 5.6)
  3. Computer Vision and Image Understanding, Elsevier (Elsevier, IF: 4.5)

Current Affiliation:
Research Associate (RA), Dept. of CSE, Tripura University (A Central University), India.


I served as an active reviewer of many well renowned Journals. Some of them are IEEE TIP, IEEE JBHI, SPIE JEI, PES Springer, IET Biometrics, IET Image processing, SPIE JEI, IEEE TCSVT, IEEE TSMCS, IEEE Access, IEEE TIFS, Knowledge-Based Systems Elsevier, Computers in Biology and Medicine Elsevier, CMIG Elsevier, Neural Computing & Applications Springer. Also served as an IEEE Senior member (10th Sept, 2016), a member of SPIE, ACM. For attending international conferences, I made international visits to Florida USA; Kean University, New Jersey; NYU CCS, NYIT Manhattan, Italy and Athens, Taipei, Paris etc. My research interests include Computer Vision, Medical Imaging, Cyber Security, etc.









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