3 papers
cs.CV2026
HAFMat: Hybrid Priors Guided Adaptive Fusion for Single-Image Human Material Estimation
Yu Jiang, Jiahao Xia, Jiongming Qin +2
Physically based rendering (PBR) material estimation is a fundamental appearance decomposition task with broad applications in virtual content creation, relighting, and digital hum…
cs.CV2025
HumanMaterial: Human Material Estimation from a Single Image via Progressive Training
Yu Jiang, Jiahao Xia, Jiongming Qin +3
Full-body Human inverse rendering based on physically-based rendering aims to acquire high-quality materials, which helps achieve photo-realistic rendering under arbitrary illumina…
cs.CV2025
Mitigating Knowledge Discrepancies among Multiple Datasets for Task-agnostic Unified Face Alignment
Jiahao Xia, Min Xu, Wenjian Huang +3
Despite the similar structures of human faces, existing face alignment methods cannot learn unified knowledge from multiple datasets with different landmark annotations. The limite…