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...

Full description

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

Internet

https://www.mdpi.com/2072-4292/15/17/4156

Similar Items