BriefGPT.xyz
Aug, 2016
使用卷积神经网络进行大规模连续手势识别
Large-scale Continuous Gesture Recognition Using Convolutional Neutral Networks
HTML
PDF
Pichao Wang, Wanqing Li, Song Liu, Yuyao Zhang, Zhimin Gao...
TL;DR
使用卷积神经网络从连续深度图序列中识别手势，主要方法包括使用数量运动进行个别手势分段、构建改进的深度运动图、通过卷积神经网络进行手势识别和在ChaLearn LAP Challenge竞赛中取得第三名的表现。
Abstract
This paper addresses the problem of
continuous gesture recognition
from sequences of
depth maps
using convolutional neutral networks (
convnets
→