Agricultural field segmentation using spatial attention mechanism and multi-task learning strategy

TIAN Fuyou; CAO Yupei; ZHAO Hang; WU Bingfang; ZENG Hongwei; LIU Yazhou; QIN Xingli; ZHANG Miao; ZHU Liang; ZHU Weiwei

doi:10.11834/jrs.20243191

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Agricultural field segmentation using spatial attention mechanism and multi-task learning strategy
- role：First author第一作者
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
- Email：tianfy@aircas.ac.cn
- Introduction：田富有，研究方向为遥感信息智能提取与基于地理大数据的水土资源监测。E-mail： tianfy@aircas.ac.cn
TIAN Fuyou
1 * ,
- Affiliation：
  Beijing Normal University, Beijing100101, China
  Shandong Land Group Digital Technology Co., Ltd., Zaozhuang277000, China
CAO Yupei
23 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
  University of Chinese Academy of Science, Beijing100049, China
ZHAO Hang
14 * ,
- role：Corresponding author通信作者
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
  University of Chinese Academy of Science, Beijing100049, China
- Email：wubf@aircas.ac.cn
- Introduction：吴炳方，研究方向为生态系统遥感，农业遥感，水资源遥感等。E-mail： wubf@aircas.ac.cn
WU Bingfang
14 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
  University of Chinese Academy of Science, Beijing100049, China
ZENG Hongwei
14 * ,
- Affiliation：
  Shandong Land Group Digital Technology Co., Ltd., Zaozhuang277000, China
LIU Yazhou
3 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
QIN Xingli
1 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
ZHANG Miao
1 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
ZHU Liang
1 * ,
- Affiliation：
  State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute,Chinese Academy of Science, Beijing100094, China
ZHU Weiwei
1 *
Vol. 28, Issue 11, Pages: 2850-2864(2024)
DOI：10.11834/jrs.20243191
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Agricultural field segmentation using spatial attention mechanism and multi-task learning strategy

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Agricultural field segmentation using spatial attention mechanism and multi-task learning strategy

TIAN Fuyou

CAO Yupei

ZHAO Hang

WU Bingfang

ZENG Hongwei

LIU Yazhou

QIN Xingli

ZHANG Miao

ZHU Liang

ZHU Weiwei

DOI：10.11834/jrs.20243191

AI Introduction

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