A Noisy SAR Image Fusion Method Based on NLM and GAN

A Noisy SAR Image Fusion Method Based on NLM and GAN

The unavoidable noise often present in synthetic aperture radar (SAR) images, such as speckle noise, negatively impacts the subsequent processing of SAR images. Further, it is not easy to find an appropriate application for SAR images, given that the human visual system is sensitive to color and SAR...

Full description

Bibliographic Details
Main Authors:	Jing Fang, Xiaole Ma, Jingjing Wang, Kai Qin, Shaohai Hu, Yuefeng Zhao
Format:	Article
Language:	English
Published:	MDPI AG 2021-03-01
Series:	Entropy
Subjects:	nonlocal matching generative adversarial networks image fusion
Online Access:	https://www.mdpi.com/1099-4300/23/4/410

Similar Items

U-GAN Model for Infrared and Visible Images Fusion
Published: (2020-08-01)

Fusion of Infrared-Visible Images in UE-IoT for Fault Point Detection Based on GAN
by: Bin Liao, et al.
Published: (2020-01-01)

Binary Imbalanced Data Classification Based on Modified D2GAN Oversampling and Classifier Fusion
by: Junhai Zhai, et al.
Published: (2020-01-01)

Noisy Remote Sensing Image Fusion Based on JSR
by: Xiaole Ma, et al.
Published: (2020-01-01)

Extended Spatially Localized Perturbation GAN (eSLP-GAN) for Robust Adversarial Camouflage Patches
by: Yongsu Kim, et al.
Published: (2021-08-01)

MGMDcGAN: Medical Image Fusion Using Multi-Generator Multi-Discriminator Conditional Generative Adversarial Network
by: Jun Huang, et al.
Published: (2020-01-01)

CA-GAN: Class-Condition Attention GAN for Underwater Image Enhancement
by: Jing Wang, et al.
Published: (2020-01-01)

Transformer-Based GAN for New Hairstyle Generative Networks
by: Cho, Y.-I, et al.
Published: (2022)

Learning Graph Topological Features via GAN
by: Weiyi Liu, et al.
Published: (2019-01-01)

Integrated GANs: Semi-Supervised SAR Target Recognition
by: Fei Gao, et al.
Published: (2019-01-01)

Generating Adversarial Examples in One Shot With Image-to-Image Translation GAN
by: Weijia Zhang
Published: (2019-01-01)

ESeismic-GAN: A Generative Model for Seismic Events From Cotopaxi Volcano
by: Felipe Grijalva, et al.
Published: (2021-01-01)

Deep Pyramid Generative Adversarial Network With Local and Nonlocal Similarity Features for Natural Motion Image Deblurring
by: Bingxin Zhao, et al.
Published: (2019-01-01)

A Pansharpening Generative Adversarial Network with Multilevel Structure Enhancement and a Multistream Fusion Architecture
by: Liping Zhang, et al.
Published: (2021-06-01)

Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks
by: Lloyd Haydn Hughes, et al.
Published: (2018-09-01)

Dialectical GAN for SAR Image Translation: From Sentinel-1 to TerraSAR-X
by: Dongyang Ao, et al.
Published: (2018-10-01)

Adversarially Regularized U-Net-based GANs for Facial Attribute Modification and Generation
by: Jiayuan Zhang, et al.
Published: (2019-01-01)

Infrared and Visible Image Fusion Techniques Based on Deep Learning: A Review
by: Changqi Sun, et al.
Published: (2020-12-01)

Multi-Source Medical Image Fusion Based on Wasserstein Generative Adversarial Networks
by: Zhiguang Yang, et al.
Published: (2019-01-01)

K-Means Clustering Guided Generative Adversarial Networks for SAR-Optical Image Matching
by: Wen-Liang Du, et al.
Published: (2020-01-01)

The Novel Sensor Network Structure for Classification Processing Based on the Machine Learning Method of the ACGAN
by: Yuantao Chen, et al.
Published: (2019-07-01)

A Generative Adversarial Network for Infrared and Visible Image Fusion Based on Semantic Segmentation
by: Jilei Hou, et al.
Published: (2021-03-01)

SSCV-GANs: Semi-Supervised Complex-Valued GANs for PolSAR Image Classification
by: Xiufang Li, et al.
Published: (2020-01-01)

Unsupervised Domain Adaptation in Activity Recognition: A GAN-Based Approach
by: Andrea Rosales Sanabria, et al.
Published: (2021-01-01)

Latent Walking Techniques for Conditioning GAN-Generated Music
by: Eisenbeiser, Logan Ryan
Published: (2020)

Advanced Driving Assistance Based on the Fusion of Infrared and Visible Images
by: Yansong Gu, et al.
Published: (2021-02-01)

Exploring the Potential of Unsupervised Image Synthesis for SAR-Optical Image Matching
by: Wen-Liang Du, et al.
Published: (2021-01-01)

CoL-GAN: Plausible and Collision-Less Trajectory Prediction by Attention-Based GAN
by: Shaohua Liu, et al.
Published: (2020-01-01)

Super-Resolution Restoration of MISR Images Using the UCL MAGiGAN System
by: Yu Tao, et al.
Published: (2018-12-01)

Target Recognition of SAR Image Based on CN-GAN and CNN in Complex Environment
by: Cong Mao, et al.
Published: (2021-01-01)

Image-Dehazing Method Based on the Fusion Coding of Contours and Colors
by: Mingming Tan, et al.
Published: (2019-01-01)

Method for Image Adversarial Samples Generating Based on GAN
by: WANG Shuyan, JIN Hang, SUN Jiaze
Published: (2021-04-01)

Image Smear Removal via Improved Conditional GAN and Semantic Network
by: Haijun Hu, et al.
Published: (2020-01-01)

Using GANs with adaptive training data to search for new molecules
by: Andrew E. Blanchard, et al.
Published: (2021-02-01)

Adaptive Weighted Multi-Discriminator CycleGAN for Underwater Image Enhancement
by: Jaihyun Park, et al.
Published: (2019-06-01)

GAN-Knowledge Distillation for One-Stage Object Detection
by: Wanwei Wang, et al.
Published: (2020-01-01)

Detection of Targets in Road Scene Images Enhanced Using Conditional GAN-Based Dehazing Model
by: Chan, K.-L, et al.
Published: (2023)

DuCaGAN: Unified Dual Capsule Generative Adversarial Network for Unsupervised Image-to-Image Translation
by: Guifang Shao, et al.
Published: (2020-01-01)

BEGAN v3: Avoiding Mode Collapse in GANs Using Variational Inference
by: Sung-Wook Park, et al.
Published: (2020-04-01)

3D Remote Healthcare for Noisy CT Images in the Internet of Things Using Edge Computing
by: Jing Zhang, et al.
Published: (2021-01-01)

Cannot write session to /tmp/vufind_sessions/sess_msaum5ejcb5fje032tqth8cb3u