Jae Kyu Choi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 15

Top Topics

Image Restoration

Total Variation

Top Venues

SIAM J. Imaging Sci.

Mach. Learn. Sci. Technol.

IEEE Trans. Geosci. Remote. Sens.

Publications

Jian-Feng Cai, Jae Kyu Choi, Jingyang Li
Restoration Guarantee of Image Inpainting via Low Rank Patch Matrix Completion. CoRR (2023)
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jian-Feng Cai, Jae Kyu Choi, Chenchuan Zhou
Two Stage Continuous Domain Regularization for Piecewise Constant Image Restoration. CoRR (2022)
Jian-Feng Cai, Jae Kyu Choi, Ke Wei
Approximation Theory of Total Variation Minimization for Data Completion. CoRR (2022)
Jian-Feng Cai, Jae Kyu Choi, Jingyang Li, Ke Wei
Image Restoration: Structured Low Rank Matrix Framework for Piecewise Smooth Functions and Beyond. CoRR (2020)
Jian-Feng Cai, Jae Kyu Choi, Ke Wei
Data Driven Tight Frame for Compressed Sensing MRI Reconstruction via Off-the-Grid Regularization. SIAM J. Imaging Sci. 13 (3) (2020)
Chang Min Hyun, Kang Cheol Kim, Hyun Cheol Cho, Jae Kyu Choi, Jin Keun Seo
Framelet pooling aided deep learning network: the method to process high dimensional medical data. Mach. Learn. Sci. Technol. 1 (1) (2020)
Hyoung Suk Park, Jineon Baek, Sun Kyoung You, Jae Kyu Choi, Jin Keun Seo
Unpaired image denoising using a generative adversarial network in X-ray CT. CoRR (2019)
Hyoung Suk Park, Jineon Baek, Sun Kyoung You, Jae Kyu Choi, Jin Keun Seo
Unpaired Image Denoising Using a Generative Adversarial Network in X-Ray CT. IEEE Access 7 (2019)
Chenglong Bao, Jae Kyu Choi, Bin Dong
Whole Brain Susceptibility Mapping Using Harmonic Incompatibility Removal. SIAM J. Imaging Sci. 12 (1) (2019)
Chang Min Hyun, Kang Cheol Kim, Hyun Cheol Cho, Jae Kyu Choi, Jin Keun Seo
Framelet Pooling Aided Deep Learning Network : The Method to Process High Dimensional Medical Data. CoRR (2019)
Jian-Feng Cai, Jae Kyu Choi, Ke Wei
Off-the-Grid Compressed Sensing MRI Reconstruction via Data Driven Tight Frame Regularization. CoRR (2019)
Chenglong Bao, Jae Kyu Choi, Bin Dong
Whole Brain Susceptibility Mapping Using Harmonic Incompatibility Removal. CoRR (2018)
Jae Kyu Choi, Chenglong Bao, Xiaoqun Zhang
PET-MRI Joint Reconstruction by Joint Sparsity Based Tight Frame Regularization. SIAM J. Imaging Sci. 11 (2) (2018)
Jae Kyu Choi, Bin Dong, Xiaoqun Zhang
An Edge Driven Wavelet Frame Model for Image Restoration. CoRR (2017)
Jae Kyu Choi, Hyoung Suk Park, Shuai Wang, Yi Wang, Jin Keun Seo
Inverse Problem in Quantitative Susceptibility Mapping. SIAM J. Imaging Sci. 7 (3) (2014)