3 papers
cs.CV2025
Refinement Module based on Parse Graph for Human Pose Estimation
Shibang Liu, Xuemei Xie
Parse graphs have been widely used in Human Pose Estimation (HPE) to model the hierarchical structure and context relations of the human body. However, such methods often suffer fr…
cs.CV2025
KB-DMGen: Knowledge-Based Global Guidance and Dynamic Pose Masking for Human Image Generation
Shibang Liu, Xuemei Xie, Guangming Shi
Recent methods using diffusion models have made significant progress in Human Image Generation (HIG) with various control signals such as pose priors. In HIG, both accurate human p…
cs.CV2025
Parse Graph-Based Visual-Language Interaction for Human Pose Estimation
Shibang Liu, Xuemei Xie, Guangming Shi
Parse graphs boost human pose estimation (HPE) by integrating context and hierarchies, yet prior work mostly focuses on single modality modeling, ignoring the potential of multimod…