Improving Real-Time Omnidirectional 3D Multi-Person Human Pose Estimation with People Matching and Unsupervised 2D-3D Lifting

no code implementations • 14 Mar 2024 • Pawel Knap, Peter Hardy, Alberto Tamajo, Hwasup Lim, Hansung Kim

Therefore, this paper presents one of the first 3D multi-person human pose estimation systems that is able to work in real-time and is also able to handle basic forms of occlusion.

3D Multi-Person Human Pose Estimation Pose Estimation

Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation

no code implementations • 2 Jul 2023 • Tserendorj Adiya, Jae Shin Yoon, Jungeun Lee, Sanghun Kim, Hwasup Lim

To prove our claim, we design a novel human animation framework using a denoising diffusion model: a neural network learns to generate the image of a person by denoising temporal Gaussian noises whose intermediate results are cross-conditioned bidirectionally between consecutive frames.

Denoising

Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation

no code implementations • CVPR 2015 • Junhwa Hur, Hwasup Lim, Changsoo Park, Sang Chul Ahn

We present a Generalized Deformable Spatial Pyramid (GDSP) matching algorithm for calculating the dense correspondence between a pair of images with large appearance variations.