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Meta-Knowledge Guided Weakly Supervised Instance Segmentation for Optical and SAR Image Interpretation

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成果类型:
期刊论文
作者:
Chen, Man;Zhang, Yao;Chen, Enping;Hu, Yahao;Xie, Yifei;...
通讯作者:
Pan, ZS
作者机构:
[Chen, Man; Hu, Yahao; Pan, Zhisong; Xie, Yifei; Zhang, Yao] Army Engn Univ PLA, Coll Command & Control Engn, Nanjing 210007, Peoples R China.
[Chen, Man; Chen, Enping] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Changsha 410114, Peoples R China.
通讯机构:
[Pan, ZS ] A
Army Engn Univ PLA, Coll Command & Control Engn, Nanjing 210007, Peoples R China.
语种:
英文
关键词:
remote sensing;weakly supervised instance segmentation;meta-knowledge;optical images;synthetic aperture radar images
期刊:
Remote Sensing
ISSN:
2072-4292
年:
2023
卷:
15
期:
9
页码:
2357-
基金类别:
Conceptualization, M.C. and Z.P.; methodology, M.C. and Y.Z.; software, M.C., E.C. and Y.H.; validation, M.C., Y.Z. and E.C.; formal analysis, M.C. and Y.X.; investigation, Y.H. and Z.P.; resources, Z.P.; data curation, Y.Z. and E.C.; writing—original draft preparation, M.C., Y.Z. and Y.H.; writing—review and editing, Z.P. and Y.X.; visualization, M.C. and Y.X.; supervision, Z.P.; project administration, M.C.; funding acquisition, Z.P. All authors have read and agreed to the published version of the manuscript. This research received no external funding.
机构署名:
本校为其他机构
院系归属:
电气与信息工程学院
摘要:
The interpretation of optical and synthetic aperture radar (SAR) images in remote sensing is general for many tasks, such as environmental monitoring, marine management, and resource planning. Instance segmentation of optical and SAR images, which can simultaneously provide instance-level localization and pixel-level classification of objects of interest, is a crucial and challenging task in image interpretation. Considering that most current methods for instance segmentation of optical and SAR images rely on expensive pixel-level annotation, w...

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