High-Fidelity Neural Human Motion Transfer From Monocular Video

Figure 1. Our human motion transfer framework translates 2D pose skeletons (A) to photorealistic images (D) by explicitly estimating the actor's 2D shape (B) and internal structure of clothing (C), enabling direct deformation handling and support of high-frequency details such as wrinkles and shadows.