Urban Safety Perception in the Age of Big Data: Modeling Residents’ Perceived Safety with Street View Imagery, Deep Learning, and Spatial Simulation - The Urban Book Series - Fengrui Jing - Books - Springer Verlag, Singapore - 9789819215799 - August 10, 2026
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Urban Safety Perception in the Age of Big Data: Modeling Residents’ Perceived Safety with Street View Imagery, Deep Learning, and Spatial Simulation - The Urban Book Series


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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released August 10, 2026
ISBN13 9789819215799
Publishers Springer Verlag, Singapore
Pages 211
Dimensions 150 × 220 × 20 mm   ·   456 g   (Weight (estimated))

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