双路径网络用于多人姿态估计

Oct, 2017

Dual Path Networks for Multi-Person Human Pose Estimation

Guanghan Ning, Zhihai He

TL;DR本文提出了一种特别设计用于多人姿势估计的双路网络，着重于回归关键点和连肢矢量，与现有的 openpose 网络在模型大小、前向速度和估计精度方面进行了比较。

Abstract

The task of multi-person human pose estimation in natural scenes is quite challenging. Existing methods include both top-down and bottom-up approaches. The main advantage of bottom-up methods is its excellent tra