Boosting Semantic Segmentation of Remote Sensing Images by Introducing Edge Extraction Network and Spectral Indices

Boosting Semantic Segmentation of Remote Sensing Images by Introducing Edge Extraction Network and Spectral Indices

Deep convolutional neural networks have greatly enhanced the semantic segmentation of remote sensing images. However, most networks are primarily designed to process imagery with red, green, and blue bands. Although it is feasible to directly utilize established networks and pre-trained models for r...

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Bibliographic Details
Main Authors: Yue Zhang, Ruiqi Yang, Qinling Dai, Yili Zhao, Weiheng Xu, Jun Wang, Leiguang Wang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
multispectral remote sensing image
deep learning
semantic segmentation
domain knowledge
edge detection
spectral index
Online Access:https://www.mdpi.com/2072-4292/15/21/5148

Internet

https://www.mdpi.com/2072-4292/15/21/5148

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