Urban safety perception in the age of big data: modeling residents’ perceived safety with street view imagery, deep learning, and spatial simulation
Auteur :
Jing, Fengrui
Éditeur :
Springer Verlag, Singapore
ISBN :
9789819215799
Date de publication :
26 janv. 2027
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Singapour
Leveraging massive Baidu Street View datasets, convolutional neural networks, and spatial regression techniques, this book uncovers how visual features—such as greenery, lighting, cleanliness, and built structure—affect safety perception at fine spatial scales.