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Hui Ji

National University of Singapore (NUS)

SCHOLARLY PAPERS

3

DOWNLOADS

218

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Phase Unwrapping Via Fully Exploiting Global and Local Spatial Dependencies

Number of pages: 26 Posted: 27 Jun 2024
Yuhui Quan, xin yao, Zhifeng Chen and Hui Ji
South China University of Technology, South China University of Technology, Guangzhou University and National University of Singapore (NUS)
Downloads 103 (684,672)
Citation 1

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Phase Unwrapping, Transformer Models, deep learning, Phase Imaging

2.

Deep Intrinsic Image Decomposition Via Physics-Aware Neural Networks

Number of pages: 33 Posted: 24 Mar 2025 Last Revised: 11 Dec 2025
Kangjie Liu, Yan Huang, Tengyue Chen, Yong Xu and Hui Ji
South China University of Technology, South China University of Technology, affiliation not provided to SSRN, South China University of Technology and National University of Singapore (NUS)
Downloads 68 (924,743)

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Intrinsic image decomposition, physics-aware neural networks, Deep learning

3.

Invertible Coarse-to-Fine Neural Network for Defocus Deblurring with learned blur representation

Number of pages: 13 Posted: 14 Nov 2025
Yan Huang, Juan Chen and Hui Ji
South China University of Technology, South China University of Technology and National University of Singapore (NUS)
Downloads 47 (1,097,529)

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Defocus Deblurring, Invertible Neural Network, Nonlinear Decomposite Model, Coarse-to-Fine Learning