मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Electronics & Communication Engineering
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16

Journal Publications

14

Conference Publications

1

Research Projects

2

PhD Research Supervised

Qualifications
  • Ph.D.(Signal Processing) from MNIT Jaipur(2017)
    M. Tech.(Communication Systems) from NIT Tiruchirappalli(2013)
    B .Tech.(Electronics & Communication Engineering) from Rajasthan Technical University Kota(2010)
Research Interests

Signal and Image Processing, AI and Machine Learning, Internet of Things (IoT), Computer Vision, Healthcare Applications, Biomedical Signal Analysis.

Professional Background
  • Assistant Professor (Gr-I) at MNIT Jaipur [09 April 2026 - Present].
    Assistant Professor (Gr-I) at NIT Kurukshetra [21 November 2022 - 08 April 2026].
    Assistant Professor at NIT Rourkela [05 March 2018 - 18 November 2022].
    Assistant Professor at Indian Institute of Information Technology (IIIT) Kota [24 May 2017 - 28 February 2018].

  • Adaptive Signal Processing
  • Advanced Digital Signal Processing
  • Basic Electronics
  • Digital Image Processing
  • Information Theory and Coding
  • Machine Learning & Data Analytics
  • Power Electronics
  • Problem Solving and Programming Skills
  • Signals & Systems
  • Wireless Sensor Networks

Academic Year Level Name Details Facilities
2025-2026UGWireless Sensor Networks LaboratoryFacilities for hands-on experience in designing, simulating, and implementing energy-efficient sensor network protocols and architectures.Sensor nodes, microcontroller platforms, and wireless communication modules for real-time experimentation, simulation tools and software for network design, protocol analysis, and performance evaluation.
2020-2021ResearchApplied Signal and Image Processing LabFor conducting research in the domain of signal and image processing, and a facility for healthcare data acquisition.Data acquisition setup, patient monitoring system, pulse oximeters, RGB cameras, workstations

    2026
  • Arpita Panigrahi, Atin Mukherjee, Hemant Sharma, Allam Jaya Prakash, "Information fusion for contactless respiration: Combining facial imaging photoplethysmography and upper-torso motion in canonical subspace" , Computers and Electrical Engineering (Elsevier) Volume :139 / / 2026 DOI: https://doi.org/10.1016/j.compeleceng.2026.111391
  • Kiran Kumar Patro, Allam Jaya Prakash, V Hari Prasad, Hemant Sharma, "ToxFuse: A Dual-Stream Hybrid AI Framework Integrating Contextual Transformers and Statistical Features for Toxic Comment Detection" , IEEE Transactions on Computational Social Systems (IEEE) Volume :- / / 2026 DOI: 10.1109/TCSS.2026.3742660
  • A. Urbaniak, A. J. Prakash, K. Waligra, K. K. Patro, H. Sharma, D. Thakur, "Intelligent Breast Cancer Detection for Womens Health: A CNNFastKAN Hybrid Architecture with Strict Patient-Level Evaluation for Digital Pathology Consumer Systems" , IEEE Transactions on Consumer Electronics (IEEE) Volume :Early Aces / / 2026 DOI: 10.1109/TCE.2026.3742490
  • Arya Deo Mehta, Hemant Sharma, Allam Jaya Prakash, Salhweta Redkar, Tejas M. Modi, "RAMP: A Head-Pose-Adaptive Face-Masking Camera Sensor for Contactless Heart-Rate Monitoring Under Motion, Illumination, and Skin-Tone Variation" , IEEE Sensors Letters (IEEE) Volume :- / / 2026 DOI: 10.1109/LSENS.2026.3750158
    • 2024
  • Arpita Panigrahi, Hemant Sharma, Atin Mukherjee, "Video-based HR measurement using adaptive facial regions with multiple color spaces" , Biocybernetics and Biomedical Engineering (Elsevier) Volume :44 / / 2024 DOI: https://doi.org/10.1016/j.bbe.2023.12.001
  • Hemant Sharma, Amita Kumari Sharma, "Var-HR: Noncontact heart rate measurement using an RGB camera based on adaptive region selection with singular value decomposition" , IEEE Sensors Letters (IEEE) Volume :8 / / 2024 DOI: 10.1109/LSENS.2024.3375892
    • 2023
  • Arya Deo Mehta, Hemant Sharma, "CPulse: Heart rate estimation from RGB videos under realistic conditions" , IEEE Transactions on Instrumentation and Measurement. (IEEE) Volume :72 / / 2023 DOI: 10.1109/TIM.2023.3303504
  • Arya Deo Mehta, Hemant Sharma, "OPOIRES: A robust non-contact respiratory rate extraction based on optimal points-of-interest selection from an RGB camera" , Biomedical Signal Processing and Control (Elsevier) Volume :86 / / 2023 DOI: 10.1016/j.bspc.2023.105193
    • 2020
  • Hemant Sharma, K. K. Sharma, "Sleep apnea detection from ECG using variational mode decomposition" , Biomedical Physics & Engineering Express (IOP Science) Volume :6 / / 2020 DOI: 10.1088/2057-1976/ab68e9
  • Hemant Sharma, "Extraction of respiratory rate from PPG using ensemble empirical mode decomposition with Kalman filter" , Electronics Letters (IET) Volume :56 / / 2020 DOI: https://doi.org/10.1049/el.2020.0566Digital Object Identifier (DOI)
    • 2019
  • Hemant Sharma, "Heart rate extraction from PPG signals using variational mode decomposition" , Biocybernetics and Biomedical Engineering (Elsevier) Volume :39 / / 2019 DOI: https://doi.org/10.1016/j.bbe.2018.11.001
    • 2018
  • Hemant Sharma, K K Sharma, "ECG-derived respiration based on iterated Hilbert transform and Hilbert vibration decomposition" , Australasian Physical & Engineering Sciences in Medicine (Springer) Volume :41 / 429-443 / 2018
  • Hemant Sharma, K K Sharma, "ECG-derived respiration using Hermite expansion" , Biomedical Signal Processing and Control (Elsevier) Volume :39 / 312-326 / 2018
    • 2016
  • Hemant Sharma, K. K. Sharma, "An algorithm for sleep apnea detection from single-lead ECG using Hermite basis functions" , Computers in Biology and Medicine (Elsevier) Volume :77 / / 2016 DOI: 10.1016/j.compbiomed.2016.08.012
    • 2015
  • H. Sharma, K. K. Sharma, "Baseline wander removal of ECG signals using Hilbert vibration decomposition" , Electronics Letters (IET) Volume :51 / / 2015 DOI: https://doi.org/10.1049/el.2014.4076
  • Hemant Sharma, K. K. Sharma, Om Lata Bhagat, "Respiratory rate extraction from single-lead ECG using homomorphic filtering" , Computers in Biology and Medicine (Elsevier) Volume :59 / / 2015 DOI: 10.1016/j.compbiomed.2015.01.024

    2026
  • KM Renu Rai, Hemant Sharma, "Real Time Traffic Sign Recognition for Autonomous Driving System Using CNN Over FPGA" , IEEE 1st International Conference on Instrumentation INSTCon-2026 by :IEEE at Rourkela, India / / 2026
    • 2025
  • Arpita Panigrahi, Hemant Sharma, Atin Mukherjee, "Investigation on Different Color Spaces for Non-Contact Heart Rate Monitoring Using Facial Videos" , 7th IEEE International Conference on Signal Processing, Computing and Control by :IEEE at SOLAN, India / / 2025
  • Ranjana, Poonam Jindal, Hemant Sharma, "Next-Generation Physical Layer Security for 6G Technologies: A Study" , International Conference on Information and Communication Technology for Competitive Strategies by :Springer at Jaipur, India / / 2025
  • Mayank Pawar, Hemant Sharma, "Design and Analysis of 7T SRAM Cells Designs Based on Dynamic Threshold MOSFETs, Transistor Stacking and Sleep Transistor Configurations" , International Conference on Innovative Trends in Electrical, Electronics and Bio-Technology Engineering by :Taylor and Francis at Chandigarh, India / / 2025
    • 2024
  • Arpita Panigrahi, Hemant Sharma, Atin Mukherjee, "Non-Contact Heart Rate Extraction From Facial RGB Videos Using Alternate Color Spaces: A Comparison Study" , National Conference on Intelligent Electronic Systems and Applications by :NIT Kurukshetra at Kurukshetra, India / / 2024
    • 2023
  • Arpita Panigrahi, Amita Kumari Sharma, Hemant Sharma, Atin Mukherjee, "Contactless HR Measurement From Facial Videos Using Alternative Color Spaces With CEEMDAN" , 9th IEEE International Conference on Signal Processing and Communication by :IEEE at NOIDA, India / / 2023
    • 2022
  • Arpita Panigrahi, Hemant Sharma, "Non-Contact HR Extraction From Different Color Spaces Using RGB Camera" , 28th National Conference on Communications by :IEEE at Mumbai, India / / 2022
    • 2021
  • Arya Deo Mehta, Hemant Sharma, "Heart Rate Estimation From RGB Facial Videos Using Robust Face Demarcation and VMD" , 27th National Conference on Communications by :IEEE at IIT Kanpur, India / / 2021
    • 2020
  • Arya Deo Mehta, Hemant Sharma, "Tracking Nostril Movement in Facial Video for Respiratory Rate Estimation" , 11th IEEE International Conference on Computing, Communication and Networking Technologies by :IEEE at IIT Kharagpur, India / / 2020
    • 2019
  • Amita Sharma, Hemant Sharma, "Demand Side Response: Drivers, Challenges, and Opportunities" , International Conference on Advancements in Computing & Management 2019 by :SSRN at Jaipur, India / / 2019
  • Hemant Sharma, "Extraction of Respiration From PPG Signals Using Hilbert Vibration Decomposition" , 9th International Conference on Bioscience, Biochemistry and Bioinformatics, ICBBB-2019 by :ACM at Singapore / / 2019
    • 2017
  • Hemant Sharma, K. K. Sharma, "Respiration Estimation Using Photoplethysmogram Signals" , National Conference on Advanced Communication Technologies and Networks by :MNIT Jaipur at Jaipur, India / / 2017
    • 2016
  • Hemant Sharma, K. K. Sharma, "Application of Iterated Hilbert Transform for Deriving Respiratory Signal From Single-Lead ECG" , 1st IEEE India International Conference on Information Processing by :IEEE at Delhi, India / / 2016
    • 2013
  • Hemant Sharma, ES Gopi, "Signal Processing Approach for Music Synthesis Using Birds Sounds" , First International Conference on Computational Intelligence: Modeling Techniques and Applications by :Elsevier at Kalyani, India / / 2013

Journal Name Publisher Role Duration
Frontiers in Biomedical Signal ProcessingFrontiers Media SAAcademic Editor07-12-2025 - Present
IEEE Journal of Biomedical and Health InformaticsIEEEGuest Editor10-10-2025 - Present

  • National level Short Term Course on Deep Learning Techniques and Applications (DeLTA-2026) at NIT Kurukshtra , Kurukshetra, India from 18-05-2026 to 22-05-2026
  • National level Short Term Course on Deep Learning Techniques and Applications (DeLTA-2025) at NIT Kurukshetra, Kurukshetra, India from 26-02-2025 to 02-03-2025
  • National level Short Term Course on Artificial Intelligence and Machine Learning for Engineering Applications (AIMLEA-2024) at NIT Kurukshetra, Kurukshetra, India from 10-08-2024 to 14-08-2022
  • National level Short Term Course on Recent Advances in Optimization Techniques for Engineering Applications (RAOTEA-2024) at NIT Kurukshetra, Kurukshetra, India from 02-03-2024 to 06-03-2024
  • National level Conference on Intelligent Electronic Systems and Applications NCIESA-2024 at NIT Kurukshetra, Kurukshetra, India from 23-02-2024 to 24-02-2024
  • National level Short Term Course on Advances in Signal Processing and VLSI Technologies at NIT Rourkela, Rourkela, India from 02-05-2022 to 06-05-2022

  • Senior Member of IEEE

    Awarded
  • Arya Deo Mehta on Contactless Heart and Respiratory Rates Monitoring using an RGB Camera in Realistic Scenarios Year - 2024
    • Ongoing
  • Arpita Panigrahi on Cardiorespiratory parameters measurement using Facial RGB Video Year - 2020

    2025-2026
  • KM Renu Rai on A Low-Cost FPGA Implementation of a CNN for Indian Traffic Sign Classification Year - 2025-2026 (Completed)
  • Pushkar Kumar on ASIC Testing and Yield Optimization using Voltage Trimming, OTP Memory and Communication Protocol Validation in V93000 ATE Environment Year - 2025-2026 (Completed)
    • 2024-2025
  • Mayank Pawar on Design and Analysis of Low-Power 7T SRAM Cells Using Advanced Leakage Techniques Year - 2024-2025 (Completed)
  • Pooja on Study of CNTFET Based Ternary Digital Circuits Year - 2024-2025 (Completed)
    • 2021-2022
  • Arshi Sinha on Rain Noise Removal from Single Image using Convolutional Neural Network with Non-linear Intensity Transformation Year - 2021-2022 (Completed)
  • Hamid Sayeed on Fusion Scheme for Image Defogging in the Alternate Color Spaces using CNN Year - 2021-2022 (Completed)
  • Mrinanka Dhar on Deep Learning based Facial Expression Recognition using Permuted Special Attention Mechanism Year - 2021-2022 (Completed)
    • 2020-2021
  • Puja Kumari on Heart Rate Monitoring using Skin Segmentation based on rPPG Year - 2020-2021 (Completed)
  • Alison Norma Tirkey on Human Vital Sign Monitoring using PPG Signals based on AR Model Year - 2020-2021 (Completed)
  • Mayur Vijayrao Taksande on Non-contact Heart Rate Measurement using Facial Videos Year - 2020-2021 (Completed)
  • Ashish Pradhan on Comparative Analysis of Empirical Mode Decomposition and its variants for Extracting Respiratory Rate from PPG Year - 2020-2021 (Completed)
    • 2019-2020
  • Neha Pal on Breathing Rate Estimation based on Kalman Filter from Photoplethysmogram Year - 2019-2020 (Completed)
  • Raipure Pradnya Dipak on Contactless Heart Rate Monitoring based on Nonlinear Filtering using RGB Camera Year - 2019-2020 (Completed)

Title Total Outlay
(In Lacs)		 Year Funding Agency Role
Development of contactless vital sign monitoring system using PPG based on Smartphone15.022019-2022ANRF (Formerly SERB)PI

SNo. Type Title Event Place Schedule
1TalkTowards Contactless Healthcare: Vital Sign Monitoring Using Everyday CamerasFaculty Development Program on "AI and IoT for Next Generation Smart Healthcare SystemsTekkali, Srikakulam, Andhra Pradesh, IndiaDec-2025
2TalkEfficient Signal Processing: The power of TransformsE&ICT sponsored FDP titled Signal Processing Algorithms and Applications: Bridging IoT, AI, and Edge ComputingMIT AOE Alandi PuneMay-2025
3TalkTowards Contactless Health Monitoring using an RGB Camera4th International Conference Frontiers in Computer & Electronics Engineering & nanoTechnology (ICF-CEET)Shri Yashwantrao Patil Science College, SolankurNov-2021
4TalkDigital Image Processing using MATLABRTU(ATU) TEQIP-III Sponsored Workshop on Simulation Software for Electrical EngineersSwami Keshvanand Institute of Technology, Management & Gramothan, JaipurFeb-2021