crossrefISPRS International Journal of Geo-Information2026-02-20
Decoding Urban Riverscape Perception: An Interpretable Machine Learning Approach Integrating Computer Vision and High-Fidelity 3D Models
Yuzhen Tang, Shensheng Chen, Wenhui Xu, Jinxuan Ren, Junjie Luo
Visual perception serves as a crucial interface connecting human psychology with the built environment. However, current studies on urban riverscapes often rely on static 2D imagery, failing to capture the spatial depth and immersive experience essential for ecological validity.…