Transformer-Based SAR Image Despeckling

Author:

Perera Malsha V.1,Bandara Wele Gedara Chaminda1,Valanarasu Jeya Maria Jose1,Patel Vishal M.1

Affiliation:

1. Johns Hopkins University,Department of Electrical and Computer Engineering

Publisher

IEEE

Reference16 articles.

1. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;ICLRE,0

2. Uformer: A general u-shaped transformer for image restoration;wang;ArXiv Preprint,2021

3. SwinIR: Image Restoration Using Swin Transformer

4. Segformer: Simple and efficient design for semantic segmentation with transformers;enze;ArXiv Preprint,2021

5. Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. SAR Image Despeckling Based on Denoising Diffusion Probabilistic Model and Swin Transformer;Remote Sensing;2024-08-30

2. SpeckleDiff-2D: Complex-Valued Speckle Reduction Diffusion Network;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

3. Speckle Reduction in Dual-Polarimetric SAR Images Based on Conditional Diffusion Model;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

4. A robust one-stage detector for SAR ship detection with sequential three-way decisions and multi-granularity;Information Sciences;2024-05

5. Ultrasound image denoising autoencoder model based on lightweight attention mechanism;Quantitative Imaging in Medicine and Surgery;2024-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3