Sumit Datta

According to our database, Sumit Datta authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Opportunities and Challenges in Data-Centric AI.

Sushant Kumar, Sumit Datta, Vishakha Singh, Sanjay Kumar Singh, Ritesh Sharma

IEEE Access, 2024

Applications, Challenges, and Future Directions of Human-in-the-Loop Learning.

Sushant Kumar, Sumit Datta, Vishakha Singh, Deepanwita Datta, Sanjay Kumar Singh, Ritesh Sharma

IEEE Access, 2024

2023

Potential Impact of Data-Centric AI on Society.

Sushant Kumar, Ritesh Sharma, Vishakha Singh, Shrikant Tiwari, Sanjay Kumar Singh, Sumit Datta

IEEE Technol. Soc. Mag., September, 2023

Joint Sparse Representation-based Single Image Super-Resolution for Remote Sensing Applications.

Bhabesh Deka, Helal Uddin Mullah, Trishna Barman, Sumit Datta

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

2022

A deep framework for enhancement of diagnostic information in CSMRI reconstruction.

Sumit Datta, Samarendra Dandapat, Bhabesh Deka

Biomed. Signal Process. Control., 2022

Interleaved Hybrid Domain Learning for Super-Resolution MRI.

Vazim Ibrahim, Sumit Datta, Alex Pappachen James, Joseph Suresh Paul

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2020

Sparse Representation based Super-Resolution of MRI Images with Non-Local Total Variation Regularization.

Bhabesh Deka, Helal Uddin Mullah, Sumit Datta, Vijaya Lakshmi, Rajarajeswari Ganesan

SN Comput. Sci., 2020

Multichannel ECG Compression using Block-Sparsity-based Joint Compressive Sensing.

Sushant Kumar, Bhabesh Deka, Sumit Datta

Circuits Syst. Signal Process., 2020

Diffusion-weighted and spectroscopic MRI super-resolution using sparse representations.

Bhabesh Deka, Sumit Datta, Helal Uddin Mullah, Suman Hazarika

Biomed. Signal Process. Control., 2020

Calibrationless joint compressed sensing reconstruction for rapid parallel MRI.

Bhabesh Deka, Sumit Datta

Biomed. Signal Process. Control., 2020

2019

Weighted Block Compressed Sensing for Multichannel Fetal ECG Reconstruction.

Sushant Kumar, Bhabesh Deka, Sumit Datta

Proceedings of the TENCON 2019, 2019

Block-Sparsity Based Compressed Sensing for Multichannel ECG Reconstruction.

Sushant Kumar, Bhabesh Deka, Sumit Datta

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Group-Sparsity Based Compressed Sensing Reconstruction for Fast Parallel MRI.

Sumit Datta, Bhabesh Deka

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Interpolated Compressed Sensing for Calibrationless Parallel MRI Reconstruction.

Sumit Datta, Bhabesh Deka

Proceedings of the National Conference on Communications, 2019

2018

Wavelet Tree Support Detection for Compressed Sensing MRI Reconstruction.

Bhabesh Deka, Sumit Datta, Sanjeev Handique

IEEE Signal Process. Lett., 2018

Efficient interpolated compressed sensing reconstruction scheme for 3D MRI.

Sumit Datta, Bhabesh Deka

IET Image Process., 2018

2017

Sparse regularization method for the detection and removal of random-valued impulse noise.

Bhabesh Deka, Maitrayee Handique, Sumit Datta

Multim. Tools Appl., 2017

Multi-channel, Multi-slice, and Multi-contrast Compressed Sensing MRI Using Weighted Forest Sparsity and Joint TV Regularization Priors.

Sumit Datta, Bhabesh Deka

Proceedings of the Soft Computing for Problem Solving, 2017

2016

Efficient adaptive weighted minimization for compressed sensing magnetic resonance image reconstruction.

Sumit Datta, Bhabesh Deka

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2014

High Throughput MR Image Reconstruction Using Compressed Sensing.

Bhabesh Deka, Sumit Datta

Proceedings of the 2014 Indian Conference on Computer Vision, 2014