版权说明 操作指南
首页 > 成果 > 成果详情

FATDNet: A fusion adversarial network for tomato leaf disease segmentation under complex backgrounds

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Yang, Zaichun;Sun, Lixiang;Liu, Zhihuan;Deng, Jinsheng;Zhang, Liangji;...
通讯作者:
Huang, Hongxu;Zhou, GX
作者机构:
[Zhang, Liangji; Sun, Lixiang; Zhou, Guoxiong; Deng, Jinsheng; Huang, Hongxu; Liu, Zhihuan; Yang, Zaichun] Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha 410004, Hunan, Peoples R China.
[Hu, Yahui] Hunan Acad Agr Sci, Inst Plant Protect, Changsha 410125, Hunan, Peoples R China.
[Li, Liujun] Univ Idaho, Dept Soil & Water Syst, Moscow, ID 83844 USA.
通讯机构:
[Zhou, GX ; Huang, HX] C
Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha 410004, Hunan, Peoples R China.
语种:
英文
关键词:
Tomato leaf disease segmentation;Fusion adversarial network;Multi-dimensional attention;Gaussian weighted algorithm
期刊:
Computers and Electronics in Agriculture
ISSN:
0168-1699
年:
2025
卷:
234
页码:
110270
基金类别:
CRediT authorship contribution statement Zaichun Yang: Writing – review & editing, Writing – original draft, Validation, Methodology, Conceptualization. Lixiang Sun: Writing – review & editing, Methodology. Zhihuan Liu: Visualization. Jinsheng Deng: Validation. Liangji Zhang: Writing – review & editing. Hongxu Huang: Supervision, acquisition. Guoxiong Zhou: Supervision, acquisition, Data curation. Yahui Hu: Resources, Investigation, Data curation. Liujun Li: Writing – review & editing.
机构署名:
本校为第一且通讯机构
院系归属:
计算机与信息工程学院
摘要:
Tomatoes are an important global crop, and automating the segmentation of leaf diseases is essential for agricultural security. Effective segmentation of these diseases is vital for timely intervention, which can significantly enhance crop yield and reduce pesticide usage. However, challenges such as background interference, tiny diseases, and blurred disease edges pose immense obstacles to the segmentation of tomato leaf diseases. To address these issues effectively, we propose a fusion adversarial segmentation network for tomato disease segme...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com