Hands Deep in Deep Learning for Hand Pose Estimation

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

We introduce and evaluate several architectures for Convolutional Neural Networks to predict the 3D joint locations of a hand given a depth map. We first show that a prior on the 3…