Jeffrey Kephart

Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance

"Fully-supervised monocular 3D hand reconstruction is often difficult because capturing the requisite 3D data entails deploying specialized equipment in a controlled environment. We introduce a weakly-supervised method that avoids such requirements by leveraging fundamental principles well-establish…