增加上下文波段和多视角推理，提高卫星图像上语义分割模型的性能

IF 1 4区地球科学 Q4 GEOGRAPHY, PHYSICAL

Journal of Spatial Science Pub Date : 2024-02-05 DOI:10.1080/14498596.2024.2305124

Syed Roshaan Ali Shah, Obaid-Ur- Rehman, Yasir Shabbir, Rana AhmadFaraz Ishaq

引用次数: 0

摘要

在本研究中，我们介绍了两种在资源有限的计算环境中提高遥感图像语义分割准确性的空间方法，重点是边缘区域。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Contextual band addition and multi-look inferencing to improve semantic segmentation model performance on satellite images

In this study, we introduce two spatial approaches to enhance semantic segmentation accuracy in remote sensing imagery in resource-constrained computational environments, with a focus on edge regio...

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来源期刊

Journal of Spatial Science 地学-地质学

CiteScore

5.00

自引率

5.30%

发文量

审稿时长

>12 weeks

期刊介绍： The Journal of Spatial Science publishes papers broadly across the spatial sciences including such areas as cartography, geodesy, geographic information science, hydrography, digital image analysis and photogrammetry, remote sensing, surveying and related areas. Two types of papers are published by he journal: Research Papers and Professional Papers. Research Papers (including reviews) are peer-reviewed and must meet a minimum standard of making a contribution to the knowledge base of an area of the spatial sciences. This can be achieved through the empirical or theoretical contribution to knowledge that produces significant new outcomes. It is anticipated that Professional Papers will be written by industry practitioners. Professional Papers describe innovative aspects of professional practise and applications that advance the development of the spatial industry.