Weakly-semi supervised extraction of rooftop photovoltaics from high-resolution images based on segment anything model and class activation map

Author:

Yang Ruiqing,He Guojin,Yin Ranyu,Wang Guizhou,Zhang Zhaoming,Long Tengfei,Peng Yan

Funder

National Natural Science Foundation of China

Chinese Academy of Sciences

Publisher

Elsevier BV

Reference79 articles.

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2. Destruction from sky: weakly supervised approach for destruction detection in satellite imagery;Ali;ISPRS J Photogramm Remote Sens,2020

3. Eigen-CAM: visual explanations for deep convolutional neural networks;Bany Muhammad;SN Comput Sci,2021

4. What’s the point: Semantic segmentation with point supervision;Bearman,2016

5. Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery;Camilo,2024

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