Assistant Professor

Dr MD NASIR

Department of Computer Science and Engineering

Interests

  • Machine Learning
  • Image Processing
  • Bioinformatics

Faculty Details

Education

2013

Visva-Bharati University, West Bengal
B.Sc

2015

Visva-Bharati University, West Bengal
M.Sc

2023

Visva-Bharati University, West Bengal
Ph.D

Experience

  • July, 2023 to May, 2025 – Assistant Professor – GITAM Deemed to be University, Visakhapatnam, Andhra Pradesh

Research Interest

  • Temporal Facial Expression Analysis and Pattern Recognition for Human Behavior Understanding in Healthcare, Educational, and Surveillance Contexts.
  • Application of machine learning and ensemble methods for the early detection of chronic diseases such as diabetes, cardiovascular conditions, and neurological disorders, with an emphasis on integrating explainable AI (XAI) to enhance transparency and trust in clinical decision-making.

Awards & Fellowships

  • 2016 – DST-INSPIRE Fellowship – Department of Science & Technology, Ministry of Science and Technology, Government of India.
  • 2024- Best Research Paper Award at 3rd International Conference on Innovations in Data Analytics (ICIDA 2024)- Organized by Eminent College of Management and Technology (ECMT), India

Publications

  • Journals:
  • "Fuzzy triangulation signature for detection of change in human emotion from face video image sequence."- Md Nasir, Paramartha Dutta, and Avishek Nandi. - Multimedia Tools and Applications (2021): 1-30. DOI: https://doi.org/10.1007/s11042-021-11196-1
  • "Landmark triangulation-induced Altitude Signature for change detection of human emotion from face image sequence." - Md Nasir, Paramartha Dutta, and Avishek Nandi. - Innovations in Systems and Software Engineering (2021): 1-13. DOI: https://doi.org/10.1007/s11334-021-00415-5
  • “Recognition of human emotion transition from video sequence using triangulation induced various centre pairs distance signatures”. - Md Nasir, Paramartha Dutta, and Avishek Nandi. - Applied Soft Computing (2022): 109971. DOI: https://doi.org/10.1016/j.asoc.2022.109971
  • Automatic Facial Expression Recognition System Using Shape-Information-Matrix (SIM): An Expression Specific Approach." - Avishek Nandi, Paramartha Dutta, and Md Nasir. - International Journal of Natural Computing Research (IJNCR) 9.4 (2020): 34-51. DOI: 10.4018/IJNCR.2020100103
  • "Automatic Facial Expression Recognition—A Circumcenter–Incenter–Centroid (CIC) Trio Feature-Induced Approach." - Avishek Nandi, Paramartha Dutta, and Md Nasir - SN Computer Science 3, no. 1 (2022): 1-10. DOI: https://doi.org/10.1007/s42979-021-00868-2
  • Face Expression Recognition using Shape Factors Induced by Landmark Triangulation. - Avishek Nandi, Paramartha Dutta and Md Nasir, - TIU Transactions on Intelligent Computing (TTIC), 4, pp.1-9.
  • Conferences
  • "Recognition of Change in Facial Expressions From Video Sequence Using Incenter-Circumcenter Pair Gradient Signature."- Md Nasir, Paramartha Dutta, and Avishek Nandi - Intelligent System Design. Springer, Singapore, 2021. 771-779.
    DOI: https://doi.org/10.1007/978-981-15-5400-1_73
  • "Recognition of Changes in Human Emotion from Face Image Sequence using Triangulation Induced Barycentre-Orthocentre Paired Distance Signature." - Md Nasir, Paramartha Dutta, and Avishek Nandi - 2020 International Conference on Computational Performance Evaluation (ComPE). IEEE, 2020. DOI: 10.1109/ComPE49325.2020.9200068
  • "Automatic facial expression recognition using histogram-oriented gradients (hog) of shape information matrix." - Avishek Nandi, Paramartha Dutta, and Md Nasir - International Conference on Intelligent Computing and Communication. Springer, Singapore, 2019.
    DOI: https://doi.org/10.1007/978-981-15-1084-7_33
  • "Human Emotion Classification: An Expression Specific Geometric Approach." - Avishek Nandi, Paramartha Dutta, and Md Nasir. - 2020 International Conference on Computational Performance Evaluation (ComPE). IEEE, 2020. DOI: 10.1109/ComPE49325.2020.9200086
  • “Unfolding of Feature Contributions for Diabetes and Non-Diabetes Predictions: A Multi-Classifier Approach Using LIME”- Md Nasir and Paramartha Dutta - 3rd International Conference on Innovations in Data Analytics (ICIDA 2024). Springer, 2024 (Accepted and presented, yet to be published with Scopus Index)
  • Book Chapters:
  • "Tracking Changing Human Emotions from Facial Image Sequence by Landmark Triangulation: An Incircle-Circumcircle Duo Approach." - Md Nasir, Paramartha Dutta, and Avishek Nandi. - Algorithms in Machine Learning Paradigms. Springer, Singapore, 2020. 129-146. DOI: https://doi.org/10.1007/978-981-15-1041-0_8
  • "A Study on the Influence of Angular Signature of Landmark Induced Triangulation in Recognizing Changes in Human Emotion." - Md Nasir, Dutta Paramartha, and Nandi Avishek. - In Computational Intelligence for Human Action Recognition, pp. 73-102. Chapman and Hall/CRC, 2020. DOI: https://doi.org/10.1201/9780429061486
  • "Recognition of Transforming Behavior of Human Emotions from Face Video Sequence: A Triangulation-Induced Circumradius-Incenter-Circumcenter Combined Approach." - Md Nasir, Paramartha Dutta, and Avishek Nandi - Intelligence Enabled Research. Springer, Singapore, 2021. 87-96. DOI: https://doi.org/10.1007/978-981-15-9290-4_9
  • "Recognizing human emotions from facial images by landmark triangulation: a combined circumcenter-incenter-centroid trio feature-based method." - Avishek Nandi, Paramartha Dutta, and Md Nasir - Algorithms in Machine Learning Paradigms. Springer, Singapore, 2020. 147-164. DOI: https://doi.org/10.1007/978-981-15-1041-0_9
  • "Face expression recognition using side length features induced by landmark triangulation." - Avishek Nandi, Paramartha Dutta, and Md Nasir. - In Computational intelligence for human action recognition, pp. 53-72. Chapman and Hall/CRC, 2020. DOI: https://doi.org/10.1201/9780429061486

Contact Details

  • E-mail id: nasir.s@srmap.edu.in
TOP