Accurate estimation of clinically meaningful gait parameters from monocular video is important for scalable mobility assessment, yet progress is limited by the small scale, restricted viewpoints, and limited visual diversity of existing datasets. We introduce SynthGait-19k, a physically grounded synthetic video dataset...
Soroush Mehraban, Xin-Lei Lin, Vida Adeli et al.· 0 citations
Puppeteer, a posture-aware, object-grounded co-speech gesture diffusion model operating in a causal latent space, and SceneGes, the first curated synthetic 3D dataset of embodied co-speech gestures and corresponding 3D objects, enabling object-grounded gesture generation.
Vida Adeli, Soroush Mehraban, Jacob Rommann et al.· 1 citation
TopoRig is presented, a topology-agnostic facial rigging framework that predicts FACS-conditioned deformations directly on input mesh vertices while preserving the original topology and amortizes heterogeneous and imperfect expression supervision into a single topology-preserving deformation model.
Andrew Fleet, Soroush Mehraban, Vida Adeli et al.· 0 citations
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