An End-to-End Deep Fusion Model for Mapping Forests at Tree Species Levels with High Spatial Resolution Satellite Imagery

An End-to-End Deep Fusion Model for Mapping Forests at Tree Species Levels with High Spatial Resolution Satellite Imagery

Mapping the distribution of forest resources at tree species levels is important due to their strong association with many quantitative and qualitative indicators. With the ongoing development of artificial intelligence technologies, the effectiveness of deep-learning classification models for high...

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Bibliographic Details
Main Authors: Ying Guo, Zengyuan Li, Erxue Chen, Xu Zhang, Lei Zhao, Enen Xu, Yanan Hou, Rui Sun
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Remote Sensing
Subjects:
forest type
deep learning
FCN8s
CRFasRNN
GF2
dual-FCN8s
Online Access:https://www.mdpi.com/2072-4292/12/20/3324

Internet

https://www.mdpi.com/2072-4292/12/20/3324

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