Search Results for author: Hengmin Zhang

Found 3 papers, 1 papers with code

Nonconvex ${L_ {1/2}} $-Regularized Nonlocal Self-similarity Denoiser for Compressive Sensing based CT Reconstruction

no code implementations15 May 2022 Yunyi Li, Yiqiu Jiang, Hengmin Zhang, Jianxun Liu, Xiangling Ding, Guan Gui

In this paper, we develop a ${{L_ {{1/2}}}} $-regularized nonlocal self-similarity (NSS) denoiser for CT reconstruction problem, which integrates low-rank approximation with group sparse coding (GSC) framework.

Compressive Sensing Computed Tomography (CT) +1

Learning with Inadequate and Incorrect Supervision

no code implementations20 Feb 2019 Chen Gong, Hengmin Zhang, Jian Yang, DaCheng Tao

To address label insufficiency, we use a graph to bridge the data points so that the label information can be propagated from the scarce labeled examples to unlabeled examples along the graph edges.

Image Classification speech-recognition +2

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