Estimation of urban-scale photovoltaic potential: A deep learning-based approach for constructing three-dimensional building models from optical remote sensing imagery
Longxu Yan, Rui Zhu, Mei‐Po Kwan, Wei Luo, Wang De, Shangwu Zhang, Man Sing Wong, Linlin You, Bisheng Yang, Bi Yu Chen, Feng Ling
Topics & Concepts
3D city modelsPhotovoltaic systemComputer sciencePhotovoltaicsConvolutional neural networkDeep learningBuilding modelSegmentationRemote sensingScale (ratio)Artificial intelligenceEnvironmental scienceMachine learningSimulationVisualizationGeographyCartographyEngineeringElectrical engineeringImpact of Light on Environment and HealthLand Use and Ecosystem ServicesSolar Radiation and Photovoltaics