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; Data Science; Autonomous Vehicles and Robotics

Interest

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

Qualifications

  • Doctor of Philosophy

    Indian Institute of Technology Guwahati

Professional Experience

  • 2020-Present Assistant Professor

    PDPM IIITDM Jabalpur

Administrative Positions

  • 2023-2025 Science and Technology counsellor

    PDPM IIITDM Jabalpur

Honors & Awards

  • 1. Successful nominations to exhibit at IInvenTiv-2024 held at IIT Hyderabad.

My courses

Current & Previous

Current

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

Previous

Course Code Course name Category Institute

Research

Areas or Specialisation / Project Activities / Publications / Books

Areas / Specialization

Signal Processing & Image Processing, ML

Project Activities

  • -

    To develop rice crop early disease detection algorithm using machine learning techniques,Consultancy Project CFCL Pvt. Ltd. India, Rs. 342,000, 2 Year, Completed.

  • -

    A deep convolutional neural network (CNN) and generative adversarial networks (GANs)based product development for the detection of skin cancer using enlarged training image datasets, Faculty Initiation Grant PDPM IIITDM Jabalpur, Rs. 35,600, 2 Year, Completed.

  • -

    IoT and ML based recommendation system for crop and fertilizer prediction, Consultancy Project CFCL Pvt. Ltd. India, Rs. 147,000, 1 Year, Completed.

Books/Book chapter

1. Vishwakarma, A., Kumar, A., Lee, H.N. “Design of nonuniform linear-phase transmultiplexersystem for communication”, Advances in Multirate Systems, 199–216, 2017.
2. Kumar, A., Vishwakarma, A., Bajaj, V. “Automatic identification of finger movements forindustrial robotic applications using electromyogram signals”, Advanced Signal Processing for Industry 4.0, Volume 1: Evolution, 2023.

Patents:
1. “A system for image segmentation and method of operation thereof”, Application No: 2025210 47737, Filed on 17/05/2025 in Indian Patent Office
2. “A system for classifying a colorectal tissue and method of operation thereof”, ApplicationNo: 202421091087, Filed on 22/11/2024 in Indian Patent Office
3. “A Robust PPP-ADMM Based Biomedical Image Demosaicing Framework Using BM3DDenoising”, Under Preperation
4. “A hybrid compression system for two-dimensional electrocardiogram signals using discretecosine and tunable-Q wavelet transformation”, Application No: 20 2023 103 116, Filed on 06/06/2023 in German Patent and Trade Mark Office (Registered on 13/06/2023)
5. “An image segmentation system for detecting plant diseases based on a sparse particle swarmoptimization technique”, Application No: 20 2023 104 014, Filed on 18/07/2023 in German Patent and Trade Mark Office (Registered on 21/08/2023)

Publications

  • Journals
    1. Mishra, S., Vishwakarma, A., Kumar, A., “Nuclei Segmentation using Multi-headed U-Netand Shearlet based Unsharp Masking”, IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2025.3572849.
    2. Kumar, A., Kumar, A., Vishwakarma, A., Singh, G.K. “A new method for multilevel thresholding of crop images using coronavirus herd immunity optimizer”, IEEE Transactions on Consumer Electronics, 2025.
    3. Pal, H.S., Kumar, A., Vishwakarma, A., Singh, G.K. “A 2D electrocardiogram signal compression algorithm using 1D discrete wavelet transform”, Physical and Engineering Sciences in Medicine, 1–12, 2025.
    4. Kumar, A., Vishwakarma, A., Bajaj, V. “ML3CNet: Non-local means-assisted automaticframework for lung cancer subtypes classification using histopathological images”, Computer Methods and Programs in Biomedicine, 251, 108207, 2024.
    5. Pal, H.S., Kumar, A., Vishwakarma, A., Singh, G.K., Lee, H.N. “An effective ECG signalcompression algorithm with self controlled reconstruction quality”, Computer Methods in Biomechanics and Biomedical Engineering, 27(7), 849–859, 2024.
    6. Pal, H.S., Kumar, A., Vishwakarma, A. “A new automated compression technique for 2Delectrocardiogram signals using discrete wavelet transform”, Engineering Applications of Artificial Intelligence, 133, 108123, 2024.
    7. Kumar, A., Vishwakarma, A., Bajaj, V., Mishra, S. “Novel mixed domain hand-craftedfeatures for skin disease recognition using multi-headed cnn”, IEEE Transactions on Instrumentation and Measurement, 2024.
    8. Kumar, A., Kumar, A., Vishwakarma, A., Singh, H. “A new method for crop image segmentation based on 2D histogram using multi-strategy shuffled frog leaping algorithm”, Soft Computing, 28(13), 8223–8246, 2024.
    9. Gupta, H., Singh, H., Kumar, A., Vishwakarma, A., Singh, G.K. “Variational mode decomposition based image denoising using semi-adaptive conductance function inspired diffusion filtering”, Multimedia Tools and Applications, 83(3), 7433–7456, 2024.
    10. Kumar, A., Kumar, A., Vishwakarma, A. “Multi-headed CNN for colon cancer classificationusing histopathological images with tikhonov-based unsharp masking”, Multimedia Tools and Applications, 83(28), 71753–71772, 2024.
    11. Mishra, S., Vishwakarma, A., Kumar, A. “Multi-headed U-Net: an automated nuclei segmentation technique using Tikhonov filter-based unsharp masking”, Smart Science, 1–12, 2024.
    12. Kumar, A., Vishwakarma, A., Bajaj, V. “A unique hybrid domain hand-crafted features toclassify colorectal tissue histopathological images using multiheaded CNN”, Turkish Journal of Electrical Engineering and Computer Sciences, 31(6), 992–1005, 2023.
    13. Kumar, A., Vishwakarma, A., Bajaj, V. “Automated framework for classification of colorectaltissue using histopathological images”, Biomedical Signal Processing and Control, 79, 104172, 2023.
    14. Vishwakarma, A. “Denoising and inpainting of sonar images using convolutional sparse representation”, IEEE Transactions on Instrumentation and Measurement, 72, 1–9, 2023.
    15. Pal, H.S., Kumar, A., Vishwakarma, A., Lee, H.N. “Electrocardiogram signal compressionusing adaptive tunable-Q wavelet transform and modified dead-zone quantizer”, ISA Transactions, 142, 335–346, 2023.
    16. Pal, H.S., Kumar, A., Vishwakarma, A., Singh, G.K. “Optimized tunable-Q wavelet transformbased 2-D ECG compression technique using DCT”, IEEE Transactions on Instrumentation and Measurement, 72, 1–13, 2023.
    17. Gupta, H., Singh, H., Kumar, A., Vishwakarma, A. “Adaptive conductance function basedimproved diffusion filtering and bi-dimensional empirical mode decomposition based image denoising”, Multidimensional Systems and Signal Processing, 34(1), 81–125, 2023.
    18. Kumar, A., Kumar, A., Vishwakarma, A., Lee, H.N. “An improved segmentation techniquefor multilevel thresholding of crop image using cuckoo search algorithm based on recursive minimum cross entropy”, IET Signal Processing, 16(6), 630–649, 2022.
    19. Kumar, A., Vishwakarma, A., Bajaj, V. “Multilevel thresholding for crop image segmentationbased on recursive minimum cross entropy using a swarm-based technique”, Computers and Electronics in Agriculture, 203, 107488, 2022.
    20. Pal, H.S., Kumar, A., Vishwakarma, A., Ahirwal, M.K. “Electrocardiogram signal compression using tunable-Q wavelet transform and meta-heuristic optimization techniques”, Biomedical Signal Processing and Control, 78, 103932, 2022.
    21. Vishwakarma, A., Bhuyan, M.K. “A curvelet-based multi-sensor image denoising for KLTbased image fusion”, Multimedia Tools and Applications, 81(4), 4991–5016, 2022.
    22. Vishwakarma, A., Bhuyan, M.K. “Image mosaicking using improved auto-sorting algorithmand local difference-based harris features”, Multimedia Tools and Applications, 79(31), 23599– 23616, 2020.
    23. Vishwakarma, A., Bhuyan, M.K., Iwahori, Y. “Non-subsampled shearlet transform-basedimage fusion using modified weighted saliency and local difference”, Multimedia Tools and Applications, 77, 32013–32040, 2018.
    24. Vishwakarma, A., Bhuyan, M.K., Iwahori, Y. “An optimized non-subsampled shearlet transformbased image fusion using Hessian features and unsharp masking”, Journal of Visual Communication and Image Representation, 57, 48–60, 2018.
    25. Vishwakarma, A., Bhuyan, M.K. “Image fusion using adjustable non-subsampled shearlettransform”, IEEE Transactions on Instrumentation and Measurement, 68(9), 3367–3378, 2018.
    26. Vishwakarma, A., Kumar, A., Singh, G.K. “Design of near-perfect-reconstructed transmultiplexer using different modulation techniques: a comparative study”, Journal of King Saud University–Engineering Sciences, 29(3), 257–263, 2017.
    27. Vishwakarma, A., Kumar, A., Singh, G.K. “Transmultiplexer filter bank systems: a researchoverview”, International Journal of Signal and Imaging Systems Engineering, 9(3), 146–155, 2016.
    28. Vishwakarma, A., Kumar, A., Singh, G.K. “A prototype filter design for cosine modulatedtransmultiplexer using weighted constrained least squares technique”, AEU–International Journal of Electronics and Communications, 69(6), 915–922, 2015.

    Conferences
    1. Mishra, S., Vishwakarma, A., Vimal, R., Kumar, A. “Automated nuclei segmentation usingshearlet based unsharp masking”, 2025 10th International Conference on Signal Processing and Communication, 2025.
    2. Kumar, A., Kumar, A., Vishwakarma, A. “Multilevel thresholding of grayscale complexcrop images using minimum cross entropy”, 2023 10th International Conference on Signal Processing and Integrated Networks, 2023.
    3. Pal, H.S., Kumar, A., Vishwakarma, A. “Singular value thresholding based sparse reconstruction algorithm for 2D ECG signals”, 2023 10th International Conference on Signal Processing and Integrated Networks, 2023.
    4. Kumar, A., Kumar, A., Vishwakarma, A. “Improvement of complex background crop imagesegmentation using sparse PSO”, 2023 IEEE 7th Conference on Information and Communication Technology (CICT), 2023.
    5. Mishra, S., Vishwakarma, A., Kumar, A. “Automatic nuclei segmentation method usingNLM filter for denoising”, 2023 IEEE 7th Conference on Information and Communication Technology (CICT), 2023.
    6. Mishra, S., Vishwakarma, A., Vimal, R. “An automatic nuclei segmentation technique usingunsharp masking”, 2023 IEEE 15th International Conference on Computational Intelligence and Communication, 2023.
    7. Kumar, A., Vishwakarma, A., Bajaj, V. “Classification of skin disease dermoscopy imagesusing multi-headed CNN”, 2023 7th International Conference on Computer Applications in Electrical Engineering, 2023.
    8. Kumar, A., Vishwakarma, A., Bajaj, V. “Automatic classification of multi-class skin lesionsdermoscopy images using an efficient convolutional neural network”, 2023 IEEE International Students’ Conference on Electrical, Electronics and Computer Science, 2023.
    9. Kumar, A., Vishwakarma, A., Bajaj, V. “An efficient convolutional neural network for classification of multi-class colorectal tissue using histopathological images”, 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 1–5, 2022.
    10. Vishwakarma, S., Kumar, A., Vishwakarma, A. “Torque estimation of permanent magnetsynchronous motor (PMSM) using 1D convolutional neural network”, 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 1–5, 2022.
    11. Pal, H.S., Kumar, A., Vishwakarma, A., Balyan, L.K. “A hybrid 2D ECG compressionalgorithm using DCT and embedded zero tree wavelet”, 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 1–5, 2022.
    12. Kumar, A., Kumar, A., Vishwakarma, A. “Multilevel crop image segmentation using firefly algorithm and recursive minimum cross entropy”, International Conference on Machine Intelligence and Signal Processing, 805–818, 2022.
    13. Kumar, A., Vishwakarma, A., Bajaj, V., Sharma, A., Thakur, C. “Colon cancer classificationof histopathological images using data augmentation”, 2021 International Conference on Control, Automation, Power and Signal Processing, 2021.
    14. Pal, H.S., Kumar, A., Vishwakarma, A. “TQWT based electrocardiogram compression usingoptimized thresholding”, 2021 Advanced Communication Technologies and Signal Processing (ACTS), 1–5, 2021.
    15. Pal, H.S., Kumar, A., Vishwakarma, A. “Electrocardiogram compression using optimizedTQWT and dead-zone quantizer”, 2021 International Conference on Control, Automation, Power and Signal Processing, 2021.
    16. Kumar, A., Kumar, A., Vishwakarma, A. “Multilevel crop image segmentation using bacterial foraging optimization based on minimum cross entropy”, 2021 International Conference on Control, Automation, Power and Signal Processing, 2021.
    17. Gupta, H., Singh, H., Kumar, A., Vishwakarma, A. “Pixel corrected adaptive conductancefunction based diffusion filter and image denoising using bi-dimensional empirical mode decomposition”, 2021 International Conference on Control, Automation, Power and Signal Processing, 2021.
    18. Kashyap, S.K., Jat, D., Bhuyan, M.K., Vishwakarma, A., Gadde, P. “Zernike moment andmutual information based methods for multimodal image registration”, Proceedings of 3rd International Conference on Computer Vision and Image Processing, 2020.
    19. Kashyap, S.K., Jat, D., Bhuyan, M.K., Vishwakarma, A. “Multimodal image registration”,Proceedings of 3rd International Conference on Computer Vision and Image Processing, 2019.
    20. Vishwakarma, A. “Multi-sensor image fusion using optimized and adjustable non-subsampledshearlet transform and measurement of fusion performance”, Proceedings of 3rd International Conference on Computer Vision and Image Processing, 2019.
    21. Vishwakarma, A., Bhuyan, M.K., Sarma, D., Bora, K. “Multi-focus image fusion using sparserepresentation and modified difference”, Pattern Recognition and Machine Intelligence: 8th International Conference, 2019.
    22. Vishwakarma, A., Bhuyan, M.K., Iwahori, Y. “An efficient algorithm for medical image fusionusing nonsubsampled shearlet transform”, Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2018.
    23. Vishwakarma, A., Bhuyan, M.K. “Infrared and visible image fusion using NSST and phasestretch transform”, 2017 International Conference on Wireless Communications, Signal Processing, 2017.
    24. Dixit, P.K., Iwahori, Y., Bhuyan, M.K., Kasugai, K., Vishwakarma, A. “Polyp shape estimation from endoscopy video using EKF monocular SLAM with SFS model prior”, 2017 International Conference on Wireless Communications, Signal Processing, 2017.
    25. Vishwakarma, A., Kumar, A., Singh, G.K. “An optimized design of prototype filter for cosinemodulated transmultiplexer”, 2014 International Conference on Communication and Signal Processing, 200–204, 2014.
    26. Vishwakarma, A., Kumar, A., Singh, G.K. “Simple iterative method for designing prototype filter for cosine modulated nearly perfect reconstructed transmultiplexer”, 2014 Fourth International Conference on Digital Information and Communication, 2014.

Conference / Workshop (Organised/Attended)

Students (M. Tech/M.Des./ Ph. D.)

M. Tech./M.Des.

Roll no Name Status Year Specialization Co-guide
Himanshu Completed 2020 Image Denoising using diffusion techniques Dr. Anil Kumar
Shiksha Ongoing 2024 Speech Signal Restoration
Shilpa Vishwakarma Completed 2022 Predictive algorithms on Electrical Machines
Trunaj Sorde Ongoing 2024 Efficient Wireless Communication Dr. Satish K Tiwari

Ph. D.

Roll no Name Status Year Specialization Co-guide
1912602 Anurodh Kumar Completed 2019 Biomedical Image Analysis Dr. Varun Bajaj
1922601 Arun Kumar Completed 2020 Image segmentation Dr. Anil Kumar
T2012605 Hardev Singh Pal Completed 2020 Data compression Dr. Anil Kumar
Princy Ongoing 2025 Satellite Image Restoration
Shivam Mishra Ongoing 2021 Medical Image Segmentation Dr. Anil Kumar

Contact me

Feel free to contact

    Amit Vishwakarma

     amitv@iiitdmj.ac.in

     

     

     https://www.linkedin.com/in/dr-amit-vishwakarma-a8a26b20a/

     amitv@iiitdmj.ac.in

     

      0761-279-4481

     (Fax) 91-

     Download CV

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