Search Results for author: Zhaoming Kong

Found 8 papers, 4 papers with code

Color Image Denoising Using The Green Channel Prior

no code implementations13 Feb 2024 Zhaoming Kong, Xiaowei Yang

In this paper, we propose a simple and effective one step GCP-based image denoising (GCP-ID) method, which aims to exploit the GCP for denoising in the sRGB space by integrating it into the classic nonlocal transform domain denoising framework.

Color Image Denoising Image Denoising +1

A Comparison of Image Denoising Methods

1 code implementation18 Apr 2023 Zhaoming Kong, Fangxi Deng, Haomin Zhuang, Jun Yu, Lifang He, Xiaowei Yang

In this paper, to investigate the applicability of existing denoising techniques, we compare a variety of denoising methods on both synthetic and real-world datasets for different applications.

Benchmarking Image Denoising

Tensor-Based Multi-Modality Feature Selection and Regression for Alzheimer's Disease Diagnosis

1 code implementation23 Sep 2022 Jun Yu, Zhaoming Kong, Liang Zhan, Li Shen, Lifang He

The assessment of Alzheimer's Disease (AD) and Mild Cognitive Impairment (MCI) associated with brain changes remains a challenging task.

feature selection regression

Multiplex Graph Networks for Multimodal Brain Network Analysis

1 code implementation31 Jul 2021 Zhaoming Kong, Lichao Sun, Hao Peng, Liang Zhan, Yong Chen, Lifang He

In this paper, we propose MGNet, a simple and effective multiplex graph convolutional network (GCN) model for multimodal brain network analysis.

A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods

no code implementations6 Nov 2020 Zhaoming Kong, Xiaowei Yang, Lifang He

Leveraging the nonlocal self-similarity (NLSS) characteristic of images and sparse representation in the transform domain, the block-matching and 3D filtering (BM3D) based methods show powerful denoising performance.

Benchmarking Image Denoising

Color Image and Multispectral Image Denoising Using Block Diagonal Representation

no code implementations11 Feb 2019 Zhaoming Kong, Xiaowei Yang

In this paper, we mainly investigate the influence and potential of representation at patch level by considering a general formulation with block diagonal matrix.

Image Denoising

A Brief Review of Real-World Color Image Denoising

1 code implementation10 Sep 2018 Zhaoming Kong, Xiaowei Yang

Filtering real-world color images is challenging due to the complexity of noise that can not be formulated as a certain distribution.

Color Image Denoising Image Denoising +1

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