结合特征切片重构和注意力上采样的多源遥感图像语义分割技术

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

International Journal of Remote Sensing Pub Date : 2024-04-10 DOI:10.1080/01431161.2024.2338232

FengKai Lang, Ming Zhang, JinQi Zhao, NanShan Zheng, Hongtao Shi

引用次数: 0

摘要

多源遥感图像具有丰富的特征和较高的可解释性，被广泛应用于许多领域。然而，高度不平衡的类别分布和复杂的背景...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Semantic segmentation for multisource remote sensing images incorporating feature slice reconstruction and attention upsampling

Multisource remote sensing images have rich features and high interpretability and are widely employed in many applications. However, highly unbalanced category distributions and complex background...

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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).