Automatic RFI Identification for Sentinel-1 Based on Siamese-Type Deep CNN Using Repeat-Pass Images

Author:

Lu Xingyu1ORCID,Wang Chenchen1ORCID,Xu Xiaofeng2ORCID,Yang Huizhang3ORCID,Zhang Shiyuan1,Tan Ke1,Bao Xianglin2ORCID,Su Weimin1ORCID,Gu Hong1

Affiliation:

1. Department of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China

2. School of Computer and Information, Anhui Polytechnic University, Wuhu, Anhui, China

3. Department of Electronic Engineering, Tsinghua University, Beijing, China

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

National Natural Science Foundation of Jiangsu Province

Jiangsu Province Postdoctoral Science Foundation

Provincial Natural Science Foundation of Anhui

Advanced Research Project of Anhui Polytechnic University

Research Start-up Fund for Talent Introduction of Anhui Polytechnic University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Reference52 articles.

1. RFI Artefacts Detection in Sentinel-1 Level-1 SLC Data Based On Image Processing Techniques

2. Efficient time‐varying interference suppression method for synthetic aperture radar imaging based on time‐frequency reconstruction and mask technique

3. An Efficient Radio Frequency Interference Mitigation Algorithm in Real Synthetic Aperture Radar Data

4. A dictionary-based SAR RFI suppression method via robust PCA and chirp scaling algorithm;yang;IEEE Geosci Remote Sens Lett,2020

5. Accurate SAR image recovery from RFI contaminated raw data by using image domain mixed regularizations;lu;IEEE Trans Geosci Remote Sens,2021

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