E-LIB Suche - Ergebnisse für: Ravishankar, Saiprasad

1

Learning Sparsity-Promoting Regularizers Using Bilevel Opti..:

Ghosh, Avrajit ; McCann, Michael ; Mitchell, Madeline.
SIAM Journal on Imaging Sciences. 17 (2024) 1 - p. 31-60 , 2024

Link: https://doi.org/10.1137/..

2

Patient-Adaptive and Learned Mri Data Undersampling Using N..:

, In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Gautam, Siddhant ; Li, Angqi ; Ravishankar, Saiprasad - p. 2081-2085 , 2024

Link: https://doi.org/10.1109/..

3

Diffusion-Based Adversarial Purification for Robust Deep Mr..:

, In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Alkhouri, Ismail ; Liang, Shijun ; Wang, Rongrong.. - p. 12841-12845 , 2024

Link: https://doi.org/10.1109/..

4

Adaptive Local Neighborhood-based Neural Networks for MR Im..:

Liang, Shijun ; Lahiri, Anish ; Ravishankar, Saiprasad
IEEE Transactions on Computational Imaging. , 2024

Link: https://doi.org/10.1109/..

5

SMUG: Towards Robust Mri Reconstruction by Smoothed Unrolli..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Li, Hui ; Jia, Jinghan ; Liang, Shijun... - p. 1-5 , 2023

Link: https://doi.org/10.1109/..

6

Deep Reinforcement Learning Based Unrolling Network for MRI..:

, In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI),

Wang, Chong ; Zhang, Rongkai ; Maliakal, Gabriel.. - p. 1-5 , 2023

Link: https://doi.org/10.1109/..

7

Model-Based Reconstruction with Learning: From Unsupervised..:

, In: Deep Learning for Biomedical Image Reconstruction,

Huang, Zhishen ; Ye, Siqi ; McCann, Michael T.. - p. 28-52 , 2023

Link: https://doi.org/10.1017/..

8

Physics-Driven Machine Learning for Computational Imaging: ..:

Wen, Bihan ; Ravishankar, Saiprasad ; Zhao, Zhizhen..
IEEE Signal Processing Magazine. 40 (2023) 2 - p. 13-15 , 2023

Link: https://doi.org/10.1109/..

9

Multi‐layer clustering‐based residual sparsifying transform..:

Chen, Ling ; Yang, Xikai ; Huang, Zhishen..
Medical Physics. 50 (2023) 10 - p. 6096-6117 , 2023

Link: https://doi.org/10.1002/..

10

Robust Self-Guided Deep Image Prior:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Bell, Evan ; Liang, Shijun ; Qu, Qing. - p. 1-5 , 2023

Link: https://doi.org/10.1109/..

11

Robust Deep Image Recovery from Sparsely Corrupted and Sub-..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),

Li, Xiang ; Ravishankar, Saiprasad ; Qu, Qing - p. 521-525 , 2023

Link: https://doi.org/10.1109/..

12

Sparse-View Cone Beam CT Reconstruction Using Data-Consiste..:

Lahiri, Anish ; Maliakal, Gabriel ; Klasky, Marc L...
IEEE Transactions on Computational Imaging. 9 (2023) - p. 13-28 , 2023

Link: https://doi.org/10.1109/..

13

Learning Nonlocal Sparse and Low-Rank Models for Image Comp..:

Zha, Zhiyuan ; Wen, Bihan ; Yuan, Xin...
IEEE Signal Processing Magazine. 40 (2023) 1 - p. 32-44 , 2023

Link: https://doi.org/10.1109/..

14

Physics-Driven Machine Learning for Computational Imaging [..:

Wen, Bihan ; Ravishankar, Saiprasad ; Zhao, Zhizhen..
IEEE Signal Processing Magazine. 40 (2023) 1 - p. 28-30 , 2023

Link: https://doi.org/10.1109/..

15

Physics-driven learning of Wasserstein GAN for density reco..:

Huang, Zhishen ; Klasky, Marc ; Wilcox, Trevor.
Applied Optics. 61 (2022) 10 - p. 2805 , 2022

Link: https://doi.org/10.1364/..