Pose Transfer
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Benchmarks
Most implemented
VirtualConductor: Music-driven Conducting Video Generation System
XingGAN for Person Image Generation
Controllable Person Image Synthesis with Attribute-Decomposed GAN
Progressive Pose Attention Transfer for Person Image Generation
Pose Guided Person Image Generation
Papers
One-Shot Novel View and Pose Human Image Synthesis via 3D Prior Guided Diffusion Model
This paper addresses the challenge of one-shot novel view and pose human image synthesis. The existing methods transfer the reference human image to a target pose using a set of 2D pose keypoints or synthesize human imag…
Pose TransferSupervision-by-Hallucination-and-Transfer: A Weakly-Supervised Approach for Robust and Precise Facial Landmark Detection
High-precision facial landmark detection (FLD) relies on high-resolution deep feature representations. However, low-resolution face images or the compression (via pooling or strided convolution) of originally high-resolu…
Facial Landmark DetectionFace HallucinationPose TransferOne-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer
Recent advances in diffusion models have greatly improved pose-driven character animation. However, existing methods are limited to spatially aligned reference-pose pairs with matched skeletal structures. Handling refere…
Video GenerationPose TransferMimiCAT: Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer
3D pose transfer aims to transfer the pose-style of a source mesh to a target character while preserving both the target's geometry and the source's pose characteristic. Existing methods are largely restricted to charact…
Pose TransferPhysRig: Differentiable Physics-Based Skinning and Rigging Framework for Realistic Articulated Object Modeling
Skinning and rigging are fundamental components in animation, articulated object reconstruction, motion transfer, and 4D generation. Existing approaches predominantly rely on Linear Blend Skinning (LBS), due to its simpl…
ObjectObject ReconstructionPose TransferDisentangled Human Body Representation Based on Unsupervised Semantic-Aware Learning
In recent years, more and more attention has been paid to the learning of 3D human representation. However, the complexity of lots of hand-defined human body constraints and the absence of supervision data limit that the…
DisentanglementPose Transfer