Search Results for author: Hongjin He

Found 3 papers, 1 papers with code

Structured model selection via $\ell_1-\ell_2$ optimization

1 code implementation27 May 2023 Xiaofan Lu, Linan Zhang, Hongjin He

Automated model selection is an important application in science and engineering.

Model Selection

"Sparse + Low-Rank'' Tensor Completion Approach for Recovering Images and Videos

no code implementations18 Oct 2021 Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu

By the multi-dimensional nature of color images and videos, in this paper, we propose a novel tensor completion approach, which is able to efficiently explore the sparsity of tensor data under the discrete cosine transform (DCT).

Face Recognition Image Inpainting

Low-Rank and Sparse Enhanced Tucker Decomposition for Tensor Completion

no code implementations1 Oct 2020 Chenjian Pan, Chen Ling, Hongjin He, Liqun Qi, Yanwei Xu

Our model possesses a sparse regularization term to promote a sparse core tensor of the Tucker decomposition, which is beneficial for tensor data compression.

Data Compression Face Recognition

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