Transformer-Based Semantic Segmentation for Extraction of Building Footprints from Very-High-Resolution Images.

Song, Jia; Zhu, A-Xing; Zhu, Yunqiang

Song, Jia; Zhu, A-Xing; Zhu, Yunqiang.

Affiliation

Song J; State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.
Zhu AX; Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing 210023, China.
Zhu Y; State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.

Sensors (Basel) ; 23(11)2023 May 29.

Article in En | MEDLINE | ID: mdl-37299892

Subject(s)

Electric Power Supplies; Semantics; Neural Networks, Computer; Problem Solving; Telemetry; Image Processing, Computer-Assisted

Key words

building; deep learning; hyperparameter; self-attention; vision transformer

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Electric Power Supplies / Semantics Language: En Journal: Sensors (Basel) Year: 2023 Type: Article Affiliation country: China

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