Learning to Estimate Pose and Shape of Hand-Held Objects from RGB Images

Mia Kokic, Danica Kragic, Jeannette Bohg

We develop a system for modeling hand-object interactions in 3D from RGB images that show a hand which is holding a novel object from a known category. We design a Convolutional Ne…