An interpretable machine learning framework for measuring urban perceptions from panoramic street view images

The proliferation of street view images (SVIs) and the constant advancements in deep learning techniques have enabled urban analysts to extract and evaluate urban perceptions from large-scale urban streetscapes. However, many existing analytical frameworks have been found to lack interpretability du...

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Detalles Bibliográficos
Autores principales: Liu, Yunzhe, Chen, Meixu, Wang, Meihui, Huang, Jing, Thomas, Fisher, Rahimi, Kazem, Mamouei, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950426/
https://www.ncbi.nlm.nih.gov/pubmed/36843850
http://dx.doi.org/10.1016/j.isci.2023.106132

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9950426/
https://www.ncbi.nlm.nih.gov/pubmed/36843850
http://dx.doi.org/10.1016/j.isci.2023.106132

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