野外实时 3D 手势估计的单帧 RGB 图像方法

Dec, 2017

野外实时 3D 手势估计的单帧 RGB 图像方法

Using a single RGB frame for real time 3D hand pose estimation in the wild

Paschalis Panteleris, Iason Oikonomidis, Antonis Argyros

TL;DR使用单个RGB摄像头，结合深度学习技术和手部姿态估计技术，实时估计手部的3D姿态，拓展了RGBD传感器的应用范围。

Abstract

We present a method for the real-time estimation of the full 3D pose of one or more human hands using a single commodity RGB camera. Recent work in the area has displayed impressive progress using RGBD input. However, since the introduction of RGBD sensors, there has been little progress for the case of monocular color input. We capitalize on the latest adva