Search Results for author: Chun-Xia Zhang

Found 6 papers, 5 papers with code

MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion

no code implementations21 Sep 2020 Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chun-Xia Zhang, Jiangshe Zhang

Multi-Focus Image Fusion (MFIF) is a promising image enhancement technique to obtain all-in-focus images meeting visual needs and it is a precondition of other computer vision tasks.

Generative Adversarial Network Image Enhancement

Deep Convolutional Sparse Coding Networks for Image Fusion

2 code implementations18 May 2020 Shuang Xu, Zixiang Zhao, Yicheng Wang, Chun-Xia Zhang, Junmin Liu, Jiangshe Zhang

Image fusion is a significant problem in many fields including digital photography, computational imaging and remote sensing, to name but a few.

Infrared And Visible Image Fusion Multi-Exposure Image Fusion

Bayesian Fusion for Infrared and Visible Images

2 code implementations12 May 2020 Zixiang Zhao, Shuang Xu, Chun-Xia Zhang, Junmin Liu, Jiangshe Zhang

In this paper, a novel Bayesian fusion model is established for infrared and visible images.

Infrared And Visible Image Fusion

DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion

2 code implementations20 Mar 2020 Zixiang Zhao, Shuang Xu, Chun-Xia Zhang, Junmin Liu, Pengfei Li, Jiangshe Zhang

Infrared and visible image fusion, a hot topic in the field of image processing, aims at obtaining fused images keeping the advantages of source images.

Infrared And Visible Image Fusion Semantic Segmentation

Adaptive Quantile Low-Rank Matrix Factorization

1 code implementation1 Jan 2019 Shuang Xu, Chun-Xia Zhang, Jiangshe Zhang

By assuming noise to come from a Gaussian, Laplace or mixture of Gaussian distributions, significant efforts have been made on optimizing the (weighted) $L_1$ or $L_2$-norm loss between an observed matrix and its bilinear factorization.

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