CTFuseNet: A Multi-Scale CNN-Transformer Feature Fused Network for Crop Type Segmentation on UAV Remote Sensing Imagery

CTFuseNet: A Multi-Scale CNN-Transformer Feature Fused Network for Crop Type Segmentation on UAV Remote Sensing Imagery

Timely and accurate acquisition of crop type information is significant for irrigation scheduling, yield estimation, harvesting arrangement, etc. The unmanned aerial vehicle (UAV) has emerged as an effective way to obtain high resolution remote sensing images for crop type mapping. Convolutional neu...

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Bibliographic Details
Main Authors: Jianjian Xiang, Jia Liu, Du Chen, Qi Xiong, Chongjiu Deng
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Remote Sensing
Subjects:
precision agriculture
UAV remote sensing
semantic segmentation
deep learning
CNN
transformer
Online Access:https://www.mdpi.com/2072-4292/15/4/1151

Internet

https://www.mdpi.com/2072-4292/15/4/1151

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