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Dr. Munish Kumar

Associate Professor and Department of Computational Sciences · Maharaja Ranjit Singh Punjab Technical University

https://researchid.co/munishcse
@mrsptu.ac.in
190Scopus Publications
11671Google Scholar Citations
55Google Scholar h-index
126Google Scholar i10-index

Research Interests

Machine Learning Pattern Recognition Image Processing Document Analysis and Recognition

Biography

I am currently working as an Associate Professor in the Department of Computational Sciences, at Maharaja Ranjit Singh Punjab Technical University, Bathinda, Punjab, INDIA. My research interests are Computer Vision, Forensic Document Analysis, Handwriting Recognition, Image Processing, Machine Learning, and Pattern Recognition.

Education

MCA, M.E., Ph.D., UGC-NET, GATE

Recent Scopus Publications

  1. Human activity recognition (HAR): techniques, applications, and future directions
    International Journal of Data Science and Analytics, 2026
  2. Facial Emotion Recognition Using the Lightweight EfficientNetB3 Model with FER-2013 and CK+ Datasets
    National Academy Science Letters, 2026
  3. Efficient and Lightweight Deep Learning Approaches for Hyperspectral Image Classification: A Comprehensive Review
    Archives of Computational Methods in Engineering, 2026
  4. Fine-Tuning MobileNetV2 for Lightweight Facial Emotion Recognition: FER-2013 and CK+ Datasets
    National Academy Science Letters, 2026
  5. Punjabi Speech Corpus with Tonal Characteristics
    Lecture Notes in Networks and Systems, 2026

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