福建电脑2025，Vol.41Issue(3)：36-39,4.DOI:10.16707/j.cnki.fjpc.2025.03.008
AM-1DCNN算法在土地覆盖分类中的应用
Application of the 1DCNN Algorithm with Attention Mechanism in Land Cover Classification
孟萌萌 1冯贝贝1
作者信息
- 1. 商丘工学院信息与电子工程学院 河南 商丘 476000
- 折叠
摘要
Abstract
To effectively improve the effectiveness and efficiency of land cover classification,this paper constructs a land classification model AM-1DCNN.By introducing attention mechanism,the 1DCNN algorithm can focus more on key feature information when processing land cover classification related data,suppress irrelevant information interference,and enhance feature expression ability.The experimental results show that AM-1DCNN can further improve the accuracy of land cover classification,effectively cope with complex terrain features and diverse land cover types,and improve classification accuracy.关键词
注意力机制/土地覆盖分类/特征Key words
Attention Mechanism/Land Cover Classification/Feature分类
信息技术与安全科学引用本文复制引用
孟萌萌,冯贝贝..AM-1DCNN算法在土地覆盖分类中的应用[J].福建电脑,2025,41(3):36-39,4.
