3 papers
cs.CV2026
Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On
Lu Yang, Xiaonan Hu, Yanan Li +3
Virtual try-on (VTON) is a bi-conditional image generation problem that requires not only accurate person preservation but also faithful garment deformation and detail synthesis. D…
cs.CV2026
Crowded Video Individual Counting Informed by Social Grouping and Spatial-Temporal Displacement Priors
Hao Lu, Xuhui Zhu, Wenjing Zhang +2
Video Individual Counting (VIC) is a recently introduced task aiming to estimate pedestrian flux from a video. It extends Video Crowd Counting (VCC) beyond the per-frame pedestrian…
cs.CV2025
FitControler: Toward Fit-Aware Virtual Try-On
Lu Yang, Yicheng Liu, Letian Zhou +3
Realistic virtual try-on (VTON) concerns not only faithful rendering of garment details but also coordination of the style. Prior art typically pursues the former, but neglects a k…