Sumit Datta

Employment

• Kerala University of Digital Sciences, Innovation and Technology Assistant Professor
  2021 - Present
• Indian Institute of Technology Guwahati Post-Doctoral Research Fellow
  2019 - 2021

Education

• Tezpur University Ph.D.
  2015 - 2019
• Tezpur University M. Tech.
  2012 - 2014
• National Institute of Technology Agartala B. Tech.
  2007 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (37)

• Adaptive Spectral Line Enhancement Using Deep Feature Extraction Guided FISTA-Net for Noise-Resilient Underwater Passive Sonar Detection and Classification
  IEEE Journal of Oceanic Engineering 2026 DOI: 10.1109/JOE.2026.3675821
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• FISTA-GAN: An Interpretable Cosine-Decayed GAN for Fast Compressed-Sensing MRI
  2026 DOI: 10.1007/978-3-032-18480-1_32
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• Spectral Line Enhancement for Noise-Resilient Passive Sonar Detection Using Dual-Attention-Guided Wavelet Domain FISTA-Net
  IEEE Sensors Letters 2026 DOI: 10.1109/LSENS.2026.3654985
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• Detection of Valvular Heart Diseases From PCG Signals Using Machine and Deep Learning Models: A Review
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3583263
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• A wavelet subband based LSTM model for 12-lead ECG synthesis from reduced lead set
  Biomedical Engineering Letters 2024 DOI: 10.1007/s13534-024-00412-0
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• Applications, Challenges, and Future Directions of Human-in-the-Loop Learning
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3401547
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• Opportunities and Challenges in Data-Centric AI
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3369417
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• Potential Impact of Data-Centric AI on Society
  IEEE Technology and Society Magazine 2023 DOI: 10.1109/MTS.2023.3306532
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• Joint Sparse Representation-based Single Image Super-Resolution for Remote Sensing Applications
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2023 DOI: 10.1109/JSTARS.2023.3244069
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• Dictionary Learning-Based Multichannel ECG Reconstruction Using Compressive Sensing
  IEEE Sensors Journal 2022 DOI: 10.1109/JSEN.2022.3190207
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