Concepedia

Jiaming Liu

JL

30

Publications

1.2K

Citations

19

H-Index

2018

Active since

Affiliations

Washington University in St. Louis(Current)

Southern Medical University

Mallinckrodt (United States)

Los Alamos National Laboratory

Nanjing Tech University

Jiaming Liu is an author at Washington University in St. Louis specializing in engineering, image analysis, and medical imaging.

Top concepts

EngineeringImage AnalysisDeep LearningMedical ImagingInverse ProblemsBiomedical ImagingMachine LearningHealthData ScienceRadiology

Publications per year

2018–2024

30

Publications

30

Image Restoration Using Total Variation Regularized Deep Image Prior

Jiaming Liu, Yu Sun, Xiaojian Xu et al. · 2019 · 179 citations

Deblurring, Image Reconstruction, Image Analysis +14

RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth

Jiaming Liu, Yu Sun, Cihat Eldeniz et al. · IEEE Journal of Selected Topics in Signal Processing · 2020 · 145 citations · Full text

Image Reconstruction, Engineering, Machine Learning +20

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results

Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown et al. · 2019 · 101 citations

Deblurring, Standard Rgb, Machine Vision +13

CoIL: Coordinate-Based Internal Learning for Tomographic Imaging

Yu Sun, Jiaming Liu, Mingyang Xie et al. · IEEE Transactions on Computational Imaging · 2021 · 95 citations

Geometric Learning, Image Reconstruction, Engineering +18

DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction

Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan et al. · 2023 · 74 citations

Computed Tomography, Image Reconstruction, Engineering +16

Rows per page

1–5 of 30