Sumit Datta

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 20

Top Topics

Image Reconstruction

Sparse Representation

Magnetic Resonance

Top Venues

Biomed. Signal Process. Control.

Publications

Sushant Kumar, Sumit Datta, Vishakha Singh, Deepanwita Datta, Sanjay Kumar Singh, Ritesh Sharma
Applications, Challenges, and Future Directions of Human-in-the-Loop Learning. IEEE Access 12 (2024)
Sushant Kumar, Sumit Datta, Vishakha Singh, Sanjay Kumar Singh, Ritesh Sharma
Opportunities and Challenges in Data-Centric AI. IEEE Access 12 (2024)
Sushant Kumar, Ritesh Sharma, Vishakha Singh, Shrikant Tiwari, Sanjay Kumar Singh, Sumit Datta
Potential Impact of Data-Centric AI on Society. IEEE Technol. Soc. Mag. 42 (3) (2023)
Bhabesh Deka, Helal Uddin Mullah, Trishna Barman, Sumit Datta
Joint Sparse Representation-based Single Image Super-Resolution for Remote Sensing Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Vazim Ibrahim, Sumit Datta, Alex Pappachen James, Joseph Suresh Paul
Interleaved Hybrid Domain Learning for Super-Resolution MRI. ISCAS (2022)
Sumit Datta, Samarendra Dandapat, Bhabesh Deka
A deep framework for enhancement of diagnostic information in CSMRI reconstruction. Biomed. Signal Process. Control. 71 (Part) (2022)
Bhabesh Deka, Sumit Datta, Helal Uddin Mullah, Suman Hazarika
Diffusion-weighted and spectroscopic MRI super-resolution using sparse representations. Biomed. Signal Process. Control. 60 (2020)
Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan
Sparse Representation based Super-Resolution of MRI Images with Non-Local Total Variation Regularization. SN Comput. Sci. 1 (5) (2020)
Bhabesh Deka, Sumit Datta
Calibrationless joint compressed sensing reconstruction for rapid parallel MRI. Biomed. Signal Process. Control. 58 (2020)
Sushant Kumar, Bhabesh Deka, Sumit Datta
Multichannel ECG Compression using Block-Sparsity-based Joint Compressive Sensing. Circuits Syst. Signal Process. 39 (12) (2020)
Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan
Sparse Representation Based Super-Resolution of MRI Images with Non-Local Total Variation Regularization. PReMI (2) (2019)
Sumit Datta, Bhabesh Deka
Interpolated Compressed Sensing for Calibrationless Parallel MRI Reconstruction. NCC (2019)
Sumit Datta, Bhabesh Deka
Group-Sparsity Based Compressed Sensing Reconstruction for Fast Parallel MRI. PReMI (2) (2019)
Sushant Kumar, Bhabesh Deka, Sumit Datta
Weighted Block Compressed Sensing for Multichannel Fetal ECG Reconstruction. TENCON (2019)
Sushant Kumar, Bhabesh Deka, Sumit Datta
Block-Sparsity Based Compressed Sensing for Multichannel ECG Reconstruction. PReMI (2) (2019)
Bhabesh Deka, Sumit Datta, Sanjeev Handique
Wavelet Tree Support Detection for Compressed Sensing MRI Reconstruction. IEEE Signal Process. Lett. 25 (5) (2018)
Sumit Datta, Bhabesh Deka
Efficient interpolated compressed sensing reconstruction scheme for 3D MRI. IET Image Process. 12 (11) (2018)
Sumit Datta, Bhabesh Deka
Multi-channel, Multi-slice, and Multi-contrast Compressed Sensing MRI Using Weighted Forest Sparsity and Joint TV Regularization Priors. SocProS (1) (2017)
Bhabesh Deka, Maitrayee Handique, Sumit Datta
Sparse regularization method for the detection and removal of random-valued impulse noise. Multim. Tools Appl. 76 (5) (2017)
Sumit Datta, Bhabesh Deka
Efficient adaptive weighted minimization for compressed sensing magnetic resonance image reconstruction. ICVGIP (2016)
Bhabesh Deka, Sumit Datta
High Throughput MR Image Reconstruction Using Compressed Sensing. ICVGIP (2014)