Profile

Assistant Professor in the field of Electronics & Communications Engineering

My research areas are as follows: Signal Processing, Speech Processing and Image processing; Biomedical Image Processing, Biomedical Signal Processing, Machine Learning, Deep Learning, and Compressive Sensing; Natural Language Processing; Data Science; Autonomous Vehicles and Robotics

Signal Processing, Speech Processing and Image processing; Biomedical Image Processing, Biomedical Signal Processing; Machine Learning, Deep Learning, and Compressive Sensing; Natural Language Processing; Data Science; Autonomous Vehicles and Robotics

  • Doctor of Philosophy

    Indian Institute of Technology Guwahati

  • - Data Scientist

  • September 2020-Current Faculty Advisor

    Google Developer Student Club (DSC) PDPM IIITDM Jabalpur

  • 15 October 2020-current Associate Warden

    Hall-4

My courses

Current & Previous

Course Code Course name Category Institute Department Link
OE1b Probability and Random Processes UG/ PDPM IIITDM Jabalpur Electronics & Communication Engineering
OE10b and EC4 Pattern Recognition and Machine Learning UG/PhD PDPM IIITDM Jabalpur Electronics & Communication Engineering
OE5D Computer Vision UG/ PDPM IIITDM Jabalpur Electronics & Communication Engineering
OE2D Introduction to Deep Learning UG/ PDPM IIITDM Jabalpur Electronics & Communication Engineering
OE2E02 Probability and Random Processes UG/ PDPM IIITDM Jabalpur Electronics & Communication Engineering
EC8002 Pattern Recognition and Machine Learning UG/PG/PhD PDPM IIITDM Jabalpur Electronics & Communication Engineering
Course Code Course name Category Institute

Research

Areas or Specialisation / Project Activities / Publications / Books

Signal Processing & Image Processing, ML

  • Faculty Initiation Grant

    "Use of artificial intelligence on human skin" August 2021 to Present

  • Rice disease identifications using machine learning

    Consultancy project, Completed, (3.42 Lakhs INR)

List of Book Chapters
1. Authors- Amit Vishwakarma, A. Kumar, H.N. Lee, Title of the Paper- Design of Nonuniform Linear-Phase Transmultiplexer System for Communication, Name of Conference- Advances in Multirate Systems, Organiser of Conference- Springer, 2017.
2. Authors- Amit Vishwakarma, M.K. Bhuyan, and Yuji Iwahori, Title of the Paper- An efficient algorithm for medical image fusion using nonsubsampled shearlet transform, Name of Conference- in Proceedings of 2nd International Conference on Computer Vision & Image Processing Singapore, Organiser of Conference- LNCS Springer, 2017.
3. Authors- Suraj Kumar Kashyap, Dinesh Jat, M.K. Bhuyan, Amit Vishwakarma and Prathik Gadde, Title of the Paper- Zernike Moment and Mutual Information based Methods for Multi-modal Image Registration, Name of Conference- in Proceedings of 3rd International Conference on Computer Vision & Image Processing Singapore, Organiser of Conference- LNCS Springer, 2018.

  • List of Journals Papers
    1. Authors - Amit Vishwakarma, M.K. Bhuyan, and Yuji Iwahori, Title of the Paper - An optimized non-subsampled shearlet transform based image fusion using hessian features and unsharp masking, Name - Journal of Visual Communication and Image Representation, Journal Publisher of Journal- Elsevier, Volume Number- 57, Year - 2018 Page numbers- 48-60. (Impact factor – 2.259)

    2. Authors- Amit Vishwakarma and M.K. Bhuyan, Title of the Paper - Image fusion using adjustable non-subsampled shearlet transform, Name - IEEE Transactions on Instrumentation and Measurement, Journal Publisher of Journal - IEEE, Year - 2018, Page numbers- 1-12. (Early Access) (Impact factor – 3.067)

    3. Authors- Amit Vishwakarma, M.K. Bhuyan, and Yuji Iwahori, Title of the Paper - Non-subsampled shearlet transform-based image fusion using modified weighted saliency and local difference, Name- Multimedia Tools and Applications, Journal Publisher of Journal-Springer, Volume Number- 77, Issue Number-. 24, Year- 2018, Page numbers- 32013-32040. (Impact factor – 2.101)

    4. Authors- Amit Vishwakarma, A. Kumar, G.K. Singh, Title of the Paper - A prototype filter design for cosine modulated transmultiplexer using weighted constrained least squares technique, Name- AEU-International Journal of Electronics and Communications, Journal Publisher of Journal- Elsevier, Volume Number- 69, Issue Number- 6, Year -2015, Page numbers- 915-922. (Impact factor – 2.853)

    5. Authors- Amit Vishwakarma, A. Kumar, G.K. Singh, Title of the Paper -Transmultiplexer filter bank systems: a research overview, Name- International Journal of Signal and Imaging Systems Engineering, Journal Publisher of Journal-Inderscience, Volume Number- 9, Issue Number-3, Year- 2016, Page numbers- 146-155.

    6. Authors- Amit Vishwakarma, A. Kumar, G.K. Singh, Title of the Paper - Design of near-perfect-reconstructed transmultiplexer using different modulation techniques: A comparative study, Name - Journal of King Saud University-Engineering Sciences, Journal Publisher of Journal- Elsevier, Volume Number- 29, Issue Number- 3, Year- 2017, Page numbers- 257-263.

    7. Authors- Amit Vishwakarma, and M.K. Bhuyan, Title of the Paper -Image mosaicking using improved auto-sorting algorithm and local difference-based harris features, Name- Multimedia Tools and Applications, Journal Publisher of Journal-Springer, Volume Number- 1, Issue Number-. 1, Year- 2020, Page numbers- 1-18. (Impact factor – 2.101)

    8. Authors- Amit Vishwakarma, M.K. Bhuyan, Title of the Paper - A Curvelet-based Multi-Sensor Image Denoising for KLT-based Image Fusion, Multimedia tools, and application, Springer (Accepted) (Impact factor – 2.727).


    List of Conference Papers
    1. Authors- Amit Vishwakarma, A. Kumar, G.K. Singh, Title of the Paper- Simple iterative method for designing prototype filter for cosine modulated nearly perfect reconstructed transmultiplexer, Name of Conference- Digital Information and Communication Technology and Applications, Organiser of Conference- IEEE, Date(s) of Conference - 6th-8th May 2014, Venue- University of the Thai Chamber of Commerce (UTCC) Bangkok, Thailand.
    2. Authors- Amit Vishwakarma, A. Kumar, G.K. Singh, Title of the Paper- An optimized design of prototype filter for cosine modulated transmultiplexer, Name of Conference- International Conference on Communications and Signal Processing (ICCSP), Organizer of Conference- IEEE, Date(s) of Conference-2014, Venue- Chennai, India.
    3. Authors- Amit Vishwakarma and M.K. Bhuyan, Title of the Paper- Infrared and visible image fusion using nsst and phase stretch transform, Name of Conference- IEEE International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Organiser of Conference- IEEE, Date(s) of Conference- March 2017, Venue- SSN College of Engineering Chennai India.
    4. Authors- P.K. Dixit, Y. Iwahori, M.K. Bhuyan, K. Kasugai, Amit Vishwakarma, Title of the Paper- Polyp shape estimation from endoscopy video using EKF monocular SLAM with SFS model prior, Name of Conference- IEEE International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), Organiser of Conference- IEEE, Date(s) of Conference- March 2017, Venue- SSN College of Engineering Chennai India.

Contact me

Feel free to contact

    Amit Vishwakarma

     amitv@iiitdmj.ac.in

     

     

     

     amitv@iiitdmj.ac.in

     

      0761-279-4481

     (Fax) 91-

     Download CV

Gallery

Photos

Here some pictures ...