2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Sidewalk Moments: Are Richer Representations Always More Human-Aligned? Evidence from City-Walk Videos
Liu Liu, Freya Huying Tan, Fábio Duarte
We examine whether richer visual representations yield more human-aligned measures of urban engagement, using 61 first-person city-walk videos from YouTube segmented into over 50,0…
cs.CV2025★ 2 cited
MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes
Liu Liu, Alexandra Kudaeva, Marco Cipriano +4
Understanding group-level social interactions in public spaces is crucial for urban planning, informing the design of socially vibrant and inclusive environments. Detecting such in…