卷积网络和图形模型联合训练的人体姿态估计

Jun, 2014

Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation

Jonathan Tompson, Arjun Jain, Yann LeCun, Christoph Bregler

TL;DR本文提出一种新的混合架构，并将其成功应用于单眼图像中的人体姿态估计等领域，同时提出了联合训练的想法以提高性能并明显超越现有技术。

Abstract

This paper proposes a new hybrid architecture that consists of a deep convolutional network and a markov random field. We show how this ar