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Dr. Mithun Kumar Kar

Assistant Professor (Sr. Gr), School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore

Qualification: Ph.D
k_mithunkumar@cb.amrita.edu
Orcid Profile
Research Interest: Deep Learning, Biomedical Signal Processing, Human Machine Interaction

Bio Publications Qualification Position Teaching Reviewer
Bio

Dr. Mithun Kumar Kar, an Assistant Professor (Senior-Grade) at the School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Coimbatore, holds a doctoral degree from the National Institute of Technology, Puducherry, India, and a Master’s degree from the Indian Institute of Technology Guwahati. His expertise lies in Machine Learning and Deep Learning models, particularly in the context of biomedical image segmentation. Dr. Kar actively collaborates with national and international institutions, and his research contributions are reflected in published scientific journals and presentations on global platforms. Currently, he focuses on developing generative adversarial networks for various machine learning applications.

 

Publications

Journal Article

Year : 2024

Efficient Segmentation of Vessels and Disc Simultaneously Using Multi-channel Generative Adversarial Network

Cite this Research Publication : Mithun Kumar Kar, Malaya Kumar Nath, "Efficient Segmentation of Vessels and Disc Simultaneously Using Multi-channel Generative Adversarial Network", SN Computer Science: Springer Nature , vol. 5(3), no. 288, pp. 1-15, Feb. 2024. https://doi.org/ 10.1007/s42979-024-02610-0.

Publisher : SN Computer Science: Springer Nature

Year : 2023

Retinal Vessel Segmentation Using Multi-Scale Residual Convolutional Neural Network (MSR-Net) Combined with Generative Adversarial Networks

Cite this Research Publication : Mithun Kumar Kar, Debanga Raj Neog, Malaya Kumar Nath, "Retinal Vessel Segmentation Using Multi-Scale Residual Convolutional Neural Network (MSR-Net) Combined with Generative Adversarial Networks", Circuits, Systems, and Signal Processing, vol. 42, pp: 1206-1235, 2022. https://doi.org/10.1007/s00034-022-02190-5

Publisher : Circuits, Systems, and Signal Processing

Year : 2015

Hand pose recognition from monocular images by geometrical and texture analysis

Cite this Research Publication : M. K. Bhuyan, Karl F. MacDorman , Mithun Kumar Kar and Debanga Raj Neog,, “Hand pose recognition from monocular images by geometrical and texture analysis”, Journal of Visual Languages and Computing, vol. 28, pp. 39–55, 2015

Publisher : Elsevier

Conference Paper

Year : 2020

Retinal vessel segmentation and disc detection from colour fundus images using inception module and residual connection

Cite this Research Publication : Mithun Kumar Kar, Malaya Kumar Nath, Madhusudhan Mishra, "Retinal vessel segmentation and disc detection from colour fundus images using inception module and residual connection", 3rd International conference on recent trends in advance computing- Artificial Intelligence and Technology. (IRCTA—AIT, 2020), 17th-18th December 2020. https://doi.org/10.1007/978-981-16-6448-9_58

Publisher : Springer

Year : 2011

Hand pose recognition using geometric features

Cite this Research Publication : M. K. Bhuyan, Debanga Raj Neog and Mithun Kumar Kar, "Hand pose recognition using geometric features", 2011 National Conference on Communications (NCC), Bangalore, India, pp. 1-5, 2011, DOI: 10.1109/NCC.2011.5734786

Publisher : IEEE

Year : 2011

Finger Tips Detection for Two Handed Gesture Recognition

Cite this Research Publication : M. K. Bhuyan, Debanga Raj Neog and Mithun Kumar Kar, "Finger tips detection for two handed gesture recognition", Proceedings of SPIE - The International Society for Optical Engineering, 828516 (2011)., https://doi.org/10.1117/12.913392

Publisher : Society of Photo-Optical Instrumentation Engineers (SPIE)

Qualification

PhD

  • Year: 2018 – 2023
  • National Institute of Technology Puducherry
  • Specialization: Machine Learning and Artificial Intelligence
  • Thesis title: Efficient segmentation of diagnostic features from color fundus images using MSR-Net

M.Tech

  • Year: 2009-2011
  • Indian Institute of Technology Guwahati
  • Specialization: Signal Processing
  • Thesis title: Hand gesture recognition system for local and global hand motions.
Position

Current Positions

  • Assistant Professor (Sr-Gr), Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham Coimbatore ,From: Sep-19,  2023-till date

Past Positions

  • Assistant Professor, Biju Patnaik University of Technology, Odisha, From: Sep 2004 – June 2018.
Teaching

Courses Taught

  • Machine Learning
  • Deep Learning
  • Biomedical Signal Processing
  • Digital Signal Processing
  • Linear Algebra
  • Adaptive signal processing

Doctoral Advisor

  • Dr. Malaya Kumar Nath, Assistant Professor, Dept. of Electronics and Communication National Institute of Technology Puducherry. Efficient segmentation of diagnostic features from color fundus images using MSR-Net., 9.10.2023
Reviewer

International Journals

  • Multimedia Tools and Applications
  • International Journal of ImagingSystems and Technology
  • Circuits, Systems, and Signal Processing
  • IEEE transactions on evolutionary computation
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