A Lightweight Winter Wheat Planting Area Extraction Model Based on Improved DeepLabv3+ and CBAM

A Lightweight Winter Wheat Planting Area Extraction Model Based on Improved DeepLabv3+ and CBAM

This paper focuses on the problems of inaccurate extraction of winter wheat edges from high-resolution images, misclassification and omission due to intraclass differences as well as the large number of network parameters and long training time of existing classical semantic segmentation models. Thi...

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Bibliographic Details
Main Authors: Yao Zhang, Hong Wang, Jiahao Liu, Xili Zhao, Yuting Lu, Tengfei Qu, Haozhe Tian, Jingru Su, Dingsheng Luo, Yalei Yang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
deep learning
lightweight
DeepLabv3+
attention mechanism
winter wheat recognition
Online Access:https://www.mdpi.com/2072-4292/15/17/4156

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