用于合成孔径雷达图像变化检测的两阶段融合策略和残差收缩胶囊网络

IF 3 3区地球科学 Q2 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY

International Journal of Remote Sensing Pub Date : 2024-07-01 DOI:10.1080/01431161.2024.2365818

Shaona Wang, Xiang Li, Yanmiao Guo, Mengyuan Song, Shanhao Shi

引用次数: 0

摘要

合成孔径雷达（SAR）图像的精确变化图的获取因缺乏标注数据集和斑点噪声干扰而面临挑战。本文提出了一种...

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Two-stage fusion strategy and residual shrinkage capsule network for SAR image change detection

Acquiring precise change map for synthetic aperture radar (SAR) images poses challenges due to the absence of labelled datasets and the presence of speckle noise interference. This paper presents a...

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来源期刊

International Journal of Remote Sensing 工程技术-成像科学与照相技术

CiteScore

7.00

自引率

5.90%

发文量

219

审稿时长

4.8 months

期刊介绍： The International Journal of Remote Sensing ( IJRS) is concerned with the theory, science and technology of remote sensing and novel applications of remotely sensed data. The journal’s focus includes remote sensing of the atmosphere, biosphere, cryosphere and the terrestrial earth, as well as human modifications to the earth system. Principal topics include: • Remotely sensed data collection, analysis, interpretation and display. • Surveying from space, air, water and ground platforms. • Imaging and related sensors. • Image processing. • Use of remotely sensed data. • Economic surveys and cost-benefit analyses. • Drones Section: Remote sensing with unmanned aerial systems (UASs, also known as unmanned aerial vehicles (UAVs), or drones).