Sumit Datta

23 papers C 2Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detection of Valvular Heart Diseases From PCG Signals Using Machine and Deep Learning Models: A Review.
IEEE Access
Ayappasamy Kannan, Manob Jyoti Saikia, Sushant Kumar, Sumit Datta
2024 J jnl
Applications, Challenges, and Future Directions of Human-in-the-Loop Learning.
IEEE Access
Sushant Kumar, Sumit Datta, Vishakha Singh, Deepanwita Datta, Sanjay Kumar Singh, Ritesh Sharma
2024 J jnl
Opportunities and Challenges in Data-Centric AI.
IEEE Access
Sushant Kumar, Sumit Datta, Vishakha Singh, Sanjay Kumar Singh, Ritesh Sharma
2024 J jnl
Opportunities and Challenges in Deep Compressed Sensing Techniques for Multichannel ECG Data Compression.
SN Comput. Sci.
Sushant Kumar, Ram Bilas Pachori, Bhabesh Deka, Sumit Datta
2023 J jnl
Joint Sparse Representation-based Single Image Super-Resolution for Remote Sensing Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bhabesh Deka, Helal Uddin Mullah, Trishna Barman, Sumit Datta
2023 J jnl
Potential Impact of Data-Centric AI on Society.
IEEE Technol. Soc. Mag.
Sushant Kumar, Ritesh Sharma, Vishakha Singh, Shrikant Tiwari, Sanjay Kumar Singh, Sumit Datta
2022 J jnl
A deep framework for enhancement of diagnostic information in CSMRI reconstruction.
Biomed. Signal Process. Control.
Sumit Datta, Samarendra Dandapat, Bhabesh Deka
2022 C conf
Interleaved Hybrid Domain Learning for Super-Resolution MRI.
ISCAS
Vazim Ibrahim, Sumit Datta, Alex P. James, Joseph Suresh Paul
2020 J jnl
Calibrationless joint compressed sensing reconstruction for rapid parallel MRI.
Biomed. Signal Process. Control.
Bhabesh Deka, Sumit Datta
2020 J jnl
Diffusion-weighted and spectroscopic MRI super-resolution using sparse representations.
Biomed. Signal Process. Control.
Bhabesh Deka, Sumit Datta, Helal Uddin Mullah, Suman Hazarika
2020 J jnl
Multichannel ECG Compression using Block-Sparsity-based Joint Compressive Sensing.
Circuits Syst. Signal Process.
Sushant Kumar, Bhabesh Deka, Sumit Datta
2020 J jnl
Sparse Representation based Super-Resolution of MRI Images with Non-Local Total Variation Regularization.
SN Comput. Sci.
Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan
2019 — conf
Block-Sparsity Based Compressed Sensing for Multichannel ECG Reconstruction.
PReMI (2)
Sushant Kumar, Bhabesh Deka, Sumit Datta
2019 — conf
Group-Sparsity Based Compressed Sensing Reconstruction for Fast Parallel MRI.
PReMI (2)
Sumit Datta, Bhabesh Deka
2019 — conf
Interpolated Compressed Sensing for Calibrationless Parallel MRI Reconstruction.
NCC
Sumit Datta, Bhabesh Deka
2019 — conf
Sparse Representation Based Super-Resolution of MRI Images with Non-Local Total Variation Regularization.
PReMI (2)
Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan
2019 C conf
Weighted Block Compressed Sensing for Multichannel Fetal ECG Reconstruction.
TENCON
Sushant Kumar, Bhabesh Deka, Sumit Datta
2018 J jnl
Efficient interpolated compressed sensing reconstruction scheme for 3D MRI.
IET Image Process.
Sumit Datta, Bhabesh Deka
2018 J jnl
Wavelet Tree Support Detection for Compressed Sensing MRI Reconstruction.
IEEE Signal Process. Lett.
Bhabesh Deka, Sumit Datta, Sanjeev Handique
2017 — conf
Multi-channel, Multi-slice, and Multi-contrast Compressed Sensing MRI Using Weighted Forest Sparsity and Joint TV Regularization Priors.
SocProS (1)
Sumit Datta, Bhabesh Deka
2017 J jnl
Sparse regularization method for the detection and removal of random-valued impulse noise.
Multim. Tools Appl.
Bhabesh Deka, Maitrayee Handique, Sumit Datta
2016 — conf
Efficient adaptive weighted minimization for compressed sensing magnetic resonance image reconstruction.
ICVGIP
Sumit Datta, Bhabesh Deka
2014 — conf
High Throughput MR Image Reconstruction Using Compressed Sensing.
ICVGIP
Bhabesh Deka, Sumit Datta