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 |
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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)
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.
M. Tech./M.Des.
Roll no | Name | Status | Year | Specialization | Co-guide |
---|---|---|---|---|---|
Himanshu | Ongoing | 2020 | Image Denoising using diffusion techniques | Dr. Anil Kumar | |
Shilpa Vishwakarma | Ongoing | 2020 | Predictive algorithms on Electrical Machines |
Ph. D.
Roll no | Name | Status | Year | Specialization | Co-guide |
---|---|---|---|---|---|
1912602 | Anurodh Kumar | Ongoing | 2019 | Biomedical Image Analysis | Dr. Varun Bajaj |
1922601 | Arun Kumar | Ongoing | 2020 | Image segmentation | Dr. Anil Kumar |
T2012605 | Hardev Singh Pal | Ongoing | 2020 | Data compression | Dr. Anil Kumar |
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