Research on SAR image change detection based on image optimization technology

Through image enhancement, the quality of SAR images can be improved to make the details and structures in the images clearer. Through image fusion, the information of different images can be synthesized, the accuracy of detection can be improved, and the probability of false detection and missing detection can be reduced. In this paper, gamma correction, filter denoising and structure enhancement are used to improve the quality and contrast of SAR images. which synthesizes the information of different images and improves the accuracy of change detection. Through experimental verification, the accuracy of the above method in the process of SAR image change detection is verified, in order to provide some support for the technical application in related fields.

Authors

Publication Details

Published
2024-12-11
DOI
https://doi.org/10.1117/12.3054990
Primary Topic
Remote Sensing and Land Use
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on SAR image change detection based on image optimization technology

Rongrong Wu, Zhimei Cui, Zhidu Huang, Wei Huang
Remote Sensing and Land Use
article

Research on SAR image change detection based on image optimization technology

Rongrong Wu, Zhimei Cui, Zhidu Huang, Wei Huang
article en

Abstract

Through image enhancement, the quality of SAR images can be improved to make the details and structures in the images clearer. Through image fusion, the information of different images can be synthesized, the accuracy of detection can be improved, and the probability of false detection and missing detection can be reduced. In this paper, gamma correction, filter denoising and structure enhancement are used to improve the quality and contrast of SAR images. which synthesizes the information of different images and improves the accuracy of change detection. Through experimental verification, the accuracy of the above method in the process of SAR image change detection is verified, in order to provide some support for the technical application in related fields.

Openalex Percentile: Top 74%
Remote Sensing and Land Use
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.