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. (PI)

  • -

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

  • -

    Multi-Modal Satellite Image Registration (RAC-S-195), Sponsored Project ISRO RESPOND, Rs. 20,15,600, 2 Year, RAC-S IIT BHU. (PI)

  • -

    Depression detection based on latent association of facial and body expressions, Sponsored Project I-DAPT- HUB Foundation IIT BHU, Rs. 19,86,424, 15 Months. (PI)

  • -

    Multi-sensor imagery and Deep learning based real-time dense forest monitoring, Sponsored Project I-DAPT- HUB Foundation IIT BHU, Rs. 19,86,424, 15 Months. (PI)

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

  • Journal Articles

    A. Vishwakarma, A. Kumar, and G. K. Singh, "A prototype filter design for cosine modulated transmultiplexer using weighted constrained least squares technique," AEU-International Journal of Electronics and Communications, vol. 69, no. 6, pp. 915-922, 2015.

    A. Vishwakarma, A. Kumar, and G. K. Singh, "Transmultiplexer filter bank systems: a research overview," International Journal of Signal and Imaging Systems Engineering, vol. 9, no. 3, pp. 146-155, 2016.

    A. Vishwakarma, A. Kumar, and G. K. Singh, "Design of near-perfect-reconstructed transmultiplexer using different modulation techniques: a comparative study," Journal of King Saud University-Engineering Sciences, vol. 29, no. 3, pp. 257-263, 2017.

    A. Vishwakarma, M. K. Bhuyan, and Y. Iwahori, "An optimized non-subsampled shearlet transform-based image fusion using Hessian features and unsharp masking," Journal of Visual Communication and Image Representation, vol. 57, pp. 48-60, 2018.

    A. Vishwakarma and M. K. Bhuyan, "Image fusion using adjustable non-subsampled shearlet transform," IEEE Transactions on Instrumentation and Measurement, vol. 68, no. 9, pp. 3367-3378, 2018.

    A. Vishwakarma, M. K. Bhuyan, and Y. Iwahori, "Non-subsampled shearlet transform-based image fusion using modified weighted saliency and local difference," Multimedia Tools and Applications, vol. 77, no. 24, pp. 32013-32040, 2018.

    A. Vishwakarma, "Multi-sensor image fusion using optimized and adjustable non-subsampled shearlet transform and measurement of fusion performance," 2019.

    A. Vishwakarma and M. K. Bhuyan, "Image mosaicking using improved auto-sorting algorithm and local difference-based harris features," Multimedia Tools and Applications, vol. 79, no. 31, pp. 23599-23616, 2020.

    A. Kumar, A. Kumar, A. Vishwakarma, and G. K. Singh, "Multilevel thresholding for crop image segmentation based on recursive minimum cross entropy using a swarm-based technique," Computers and Electronics in Agriculture, vol. 203, p. 107488, 2022.

    H. S. Pal, A. Kumar, A. Vishwakarma, and M. K. Ahirwal, "Electrocardiogram signal compression using tunable-Q wavelet transform and meta-heuristic optimization techniques," Biomedical Signal Processing and Control, vol. 78, p. 103932, 2022.

    A. Kumar, A. Kumar, A. Vishwakarma, and H. N. Lee, "An improved segmentation technique for multilevel thresholding of crop image using cuckoo search algorithm based on recursive minimum cross entropy," IET Signal Processing, vol. 16, no. 6, pp. 630-649, 2022.

    A. Vishwakarma and M. K. Bhuyan, "A curvelet-based multi-sensor image denoising for KLT-based image fusion," Multimedia Tools and Applications, vol. 81, no. 4, pp. 4991-5016, 2022.

    H. Gupta, H. Singh, A. Kumar, and A. Vishwakarma, "Adaptive conductance function based improved diffusion filtering and bi-dimensional empirical mode decomposition based image denoising," Multidimensional Systems and Signal Processing, vol. 34, no. 1, pp. 81-125, 2023.

    H. S. Pal, A. Kumar, A. Vishwakarma, and H. N. Lee, "Electrocardiogram signal compression using adaptive tunable-Q wavelet transform and modified dead-zone quantizer," ISA Transactions, vol. 142, pp. 335-346, 2023.

    H. S. Pal, A. Kumar, A. Vishwakarma, and G. K. Singh, "Optimized tunable-Q wavelet transform-based 2-D ECG compression technique using DCT," IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-13, 2023.

    A. Vishwakarma, "Denoising and inpainting of sonar images using convolutional sparse representation," IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-9, 2023.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "A unique hybrid domain hand-crafted feature to classify colorectal tissue histopathological images using multiheaded CNN," Turkish Journal of Electrical Engineering and Computer Sciences, vol. 31, no. 6, pp. 992-1005, 2023.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "Crccn-net: Automated framework for classification of colorectal tissue using histopathological images," Biomedical Signal Processing and Control, vol. 79, p. 104172, 2023.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "Multi-headed CNN for colon cancer classification using histopathological images with tikhonov-based unsharp masking," Multimedia Tools and Applications, vol. 83, no. 28, pp. 71753-71772, 2024.

    A. Kumar, A. Kumar, A. Vishwakarma, and H. Singh, "A new method for crop image segmentation based on 2D histogram using multi-strategy shuffled frog leaping algorithm," Soft Computing, vol. 28, no. 13, pp. 8223-8246, 2024.

    H. S. Pal, A. Kumar, A. Vishwakarma, G. K. Singh, and H. N. Lee, "A new automated compression technique for 2D electrocardiogram signals using discrete wavelet transform," Engineering Applications of Artificial Intelligence, vol. 133, p. 108123, 2024.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "ML3CNet: Non-local means-assisted automatic framework for lung cancer subtypes classification using histopathological images," Computer Methods and Programs in Biomedicine, vol. 251, p. 108207, 2024.

    H. S. Pal, A. Kumar, A. Vishwakarma, G. K. Singh, and H. N. Lee, "An effective ECG signal compression algorithm with self controlled reconstruction quality," Computer Methods in Biomechanics and Biomedical Engineering, vol. 27, no. 7, pp. 849-859, 2024.

    A. Kumar, A. Vishwakarma, V. Bajaj, and S. Mishra, "Novel mixed domain hand-crafted features for skin disease recognition using multiheaded CNN," IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1-13, 2024.

    H. Gupta, H. Singh, A. Kumar, A. Vishwakarma, and G. K. Singh, "Variational mode decomposition based image denoising using semi-adaptive conductance function inspired diffusion filtering," Multimedia Tools and Applications, vol. 83, no. 3, pp. 7433-7456, 2024.

    H. S. Pal, A. Kumar, A. Vishwakarma, and G. K. Singh, "A 2D electrocardiogram signal compression algorithm using 1D discrete wavelet transform," Physical and Engineering Sciences in Medicine, vol. 48, no. 2, pp. 903-914, 2025.

    S. Mishra, A. Vishwakarma, and A. Kumar, "Nuclei Segmentation using Multi-headed U-Net and Shearlet based Unsharp Masking," IEEE Transactions on Artificial Intelligence, 2025.

    A. Kumar, A. Kumar, A. Vishwakarma, and G. K. Singh, "A New Method for Multilevel Thresholding of Crop Images Using Coronavirus Herd Immunity Optimizer," IEEE Transactions on Consumer Electronics, 2025.

    S. Mishra, A. Vishwakarma, and A. Kumar, "Multi-headed U-Net: an automated nuclei segmentation technique using Tikhonov filter-based unsharp masking," Smart Science, vol. 13, no. 2, pp. 237-248, 2025.

    S. Mishra, A. Vishwakarma, and A. Kumar, "An Attention based Multi-headed U-Net for Nuclei Segmentation using Shearlet based Unsharp Masking," IEEE Transactions on Consumer Electronics, pp. 1-1, 2025.

    K. P. Niveditha and A. Vishwakarma, "Satellite Image Denoising Techniques using CSC Data Fidelity with Adaptive Total Variation Regularization," IEEE Transactions on Geoscience and Remote Sensing, pp. 1-1, 2025.

    H. S. Pal, A. Kumar, and A. Vishwakarma, "A new matrix completion based compression and reconstruction algorithm for 2D ECG signals," Biomedical Signal Processing and Control, vol. 115, p. 109429, 2026.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "Classification of colorectal tissue histopathological images using amalgamated hand-crafted features," Engineering Applications of Artificial Intelligence, vol. 170, p. 114222, 2026.


    Conference Proceedings

    A. Vishwakarma, A. Kumar, and G. K. Singh, "Simple iterative method for designing prototype filter for cosine modulated nearly perfect reconstructed transmultiplexer," in 2014 Fourth International Conference on Digital Information and..., 2014.

    A. Vishwakarma, A. Kumar, and G. K. Singh, "An optimized design of prototype filter for cosine modulated transmultiplexer," in 2014 International Conference on Communication and Signal Processing, 2014, pp. 200-204.

    P. K. Dixit, Y. Iwahori, M. K. Bhuyan, K. Kasugai, and A. Vishwakarma, "Polyp shape estimation from endoscopy video using EKF monocular SLAM with SFS model prior," in 2017 International Conference on Wireless Communications, Signal Processing..., 2017.

    A. Vishwakarma and M. K. Bhuyan, "Infrared and visible image fusion using NSST and phase stretch transform," in 2017 International Conference on Wireless Communications, Signal Processing..., 2017.

    A. Vishwakarma, M. K. Bhuyan, and Y. Iwahori, "An efficient algorithm for medical image fusion using nonsubsampled shearlet transform," in Proceedings of 2nd International Conference on Computer Vision & Image..., 2018.

    A. Vishwakarma, M. K. Bhuyan, D. Sarma, and K. Bora, "Multifocus -image fusion using sparse representation and modified difference," in International Conference on Pattern Recognition and Machine Intelligence, 2019.

    S. K. Kashyap, D. Jat, M. K. Bhuyan, A. Vishwakarma, and P. Gadde, "Zernike moment and mutual information based methods for multimodal image registration," in Proceedings of 3rd International Conference on Computer Vision and Image..., 2019.

    S. K. Kashyap, D. Jat, M. K. Bhuyan, and A. Vishwakarma, "Multimodal Image Registration," in Proceedings of 3rd International Conference on Computer Vision and Image..., 2019.

    A. Kumar, A. Vishwakarma, V. Bajaj, A. Sharma, and C. Thakur, "Colon cancer classification of histopathological images using data augmentation," in 2021 International Conference on Control, Automation, Power and Signal..., 2021.

    A. Kumar, A. Kumar, and A. K. Vishwakarma, "Multilevel Crop Image Segmentation using Bacterial Foraging Optimization Based on Minimum Cross Entropy," in 2021 International Conference on Control, Automation, Power and Signal..., 2021.

    H. S. Pal, A. Kumar, and A. Vishwakarma, "Electrocardiogram compression using optimized TQWT and dead-zone quantizer," in 2021 International Conference on Control, Automation, Power and Signal..., 2021.

    H. Gupta, H. Singh, A. Kumar, and A. Vishwakarma, "Pixel corrected adaptive conductance function based diffusion filter and image denoising using bi-dimensional empirical mode decomposition," in 2021 International Conference on Control, Automation, Power and Signal..., 2021.

    H. S. Pal, A. Kumar, and A. Vishwakarma, "TQWT based electrocardiogram compression using optimized thresholding," in 2021 Advanced Communication Technologies and Signal Processing (ACTS), 2021, pp. 1-5.

    H. S. Pal, A. Kumar, A. Vishwakarma, and L. K. Balyan, "A hybrid 2d ecg compression algorithm using dct and embedded zero tree wavelet," in 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 2022, pp. 1-5.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "An efficient convolutional neural network for classification of multi-class colorectal tissue using histopathological images," in 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 2022, pp. 1-5.

    S. Vishwakarma, A. Kumar, and A. Vishwakarma, "Torque estimation of permanent magnet synchronous motor (PMSM) using 1D convolutional neural network," in 2022 IEEE 6th Conference on Information and Communication Technology (CICT), 2022, pp. 1-5.

    A. Kumar, A. Kumar, and A. Vishwakarma, "Multilevel Crop Image Segmentation Using Firefly Algorithm and Recursive Minimum Cross Entropy," in International Conference on Machine Intelligence and Signal Processing, 2022, pp. 805-818.

    S. Mishra, A. Vishwakarma, A. Kumar, and R. Vimal, "An automatic nuclei segmentation technique using unsharp masking," in 2023 IEEE 15th International Conference on Computational Intelligence and..., 2023.

    A. Kumar, A. Kumar, and A. K. Vishwakarma, "Improvement of Complex Background Crop Image Segmentation using Sparse PSO," in 2023 IEEE 7th Conference on Information and Communication Technology (CICT), 2023, pp. 1-6.

    S. Mishra, A. Vishwakarma, and A. Kumar, "Automatic Nuclei Segmentation Method using NLM Filter for Denoising," in 2023 IEEE 7th Conference on Information and Communication Technology (CICT), 2023, pp. 1-5.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "Classification of Skin Disease Dermoscopy Images Utilizing Multi-headed CNN," in 2023 7th International Conference on Computer Applications in Electrical..., 2023.

    H. S. Pal, A. Kumar, and A. Vishwakarma, "Singular Value Thresholding based Sparse Reconstruction Algorithm for 2D ECG Signals," in 2023 10th International Conference on Signal Processing and Integrated..., 2023.

    A. Kumar, A. Kumar, and A. Vishwakarma, "Multilevel Thresholding of Grayscale Complex Crop Images using Minimum Cross Entropy," in 2023 10th International Conference on Signal Processing and Integrated..., 2023.

    A. Kumar, A. Vishwakarma, and V. Bajaj, "Automatic classification of multi-class skin lesions dermoscopy images using an efficient convolutional neural network," in 2023 IEEE International Students' Conference on Electrical, Electronics and..., 2023.

    A. Kumar, A. Kumar, and A. Vishwakarma, "Multilevel Crop Image Segmentation Using Two-Dimensional Histogram on Raspberry Pi," in International Conference on Signal Processing and Integrated Networks, 2025, pp. 133-145.

    S. Mishra, A. Vishwakarma, R. Vimal, and A. Kumar, "Automated Nuclei Segmentation Using Shearlet Based Unsharp Masking," in 2025 10th International Conference on Signal Processing and Communication..., 2025.

    A. Pandit, A. Kumar, and A. Vishwakarma, "Demosaicing of Microscopic Vine Wood Images using Plug-and-Play Proximal Graphical Models," in 2026 IEEE International Students' Conference on Electrical, Electronics and..., 2026.

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
Aarfa Ansari Ongoing 2025 SAR Image Restoration
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
Sumit Sharma Ongoing 2025 Infrared Image Processing

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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