Impact of Streetscape Built Environment Characteristics on Human Perceptions Using Street View Imagery and Deep Learning: A Case Study of Changbai Island, Shenyang
Since the reform and opening-up policy, the accelerated urbanization rate has triggered extensive construction of new towns, leading to architectural homogenization and environmental quality degradation. As urban development transitions toward a “quality improvement” paradigm, there is an urgent nee...
Saved in:
| Main Authors: | Xu Lu, Qingyu Li, Xiang Ji, Dong Sun, Yumeng Meng, Yiqing Yu, Mei Lyu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-05-01
|
| Series: | Buildings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-5309/15/9/1524 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Analyzing Urban Crime Through Street View Imagery: Insights from Urban Micro Built Environment and Perceptions
by: Devin Yongzhao Wu, et al.
Published: (2024-12-01) -
Integrating street view imagery and taxi trajectory for identifying urban function of street space
by: Mianxin Gao, et al.
Published: (2025-05-01) -
Using street view imagery and localized crowdsourcing survey to model perceived safety of the visual built environment by gender
by: Hanlin Zhou, et al.
Published: (2025-05-01) -
Enhancing Privacy by Large Mask Inpainting and Fusion-Based Segmentation in Street View Imagery
by: Mahdi Khourishandiz, et al.
Published: (2025-08-01) -
Research on the Coupling Relationship Between Street Built Environment and Thermal Comfort Based on Deep Learning of Street View Images: A Case Study of Chaowai Block in Beijing
by: Xin Yang, et al.
Published: (2025-04-01)