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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 Fengrui Jing
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
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) |
| To be released | August 8, 2026 |
| ISBN13 | 9789819215799 |
| Publishers | Springer Verlag, Singapore |
| Pages | 215 |
| Dimensions | 150 × 220 × 20 mm · 464 g (Weight (estimated)) |