公开(公告)号：US20170068849A1

公开(公告)日：2017-03-09

申请号：US15052063

申请日：2016-02-24

Applicant: KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： Hwasup LIM ,  Sungkuk CHUN ,  Sang Chul AHN

IPC: G06K9/00 ,  G06K9/62 ,  G06T7/00

CPC classification number: G06K9/6202 ,  G06K9/00389 ,  G06K9/6218 ,  G06T7/593 ,  G06T2207/10028 ,  G06T2207/30196

Abstract: Disclosed is an apparatus for hand gesture recognition based on a depth image, which includes a depth image acquiring unit configured to acquire a depth image including a hand region, a depth point classifying unit configured to classify depth points of a hand region in the depth image according to a corresponding hand portion by means of a machine studying method, and a hand model matching unit configured to match a three-dimensional hand model with the classified depth points by using distances between the classified depth points and a hand portion respectively corresponding to the depth points. A recognition method using the apparatus is also disclosed.

Abstract translation: 公开了一种基于深度图像的手势识别装置，其包括深度图像获取单元，其被配置为获取包括手区域的深度图像，深度点分类单元，被配置为对深度图像中的手区域的深度点进行分类 根据相应的手部分，通过机器学习方法，以及手模型匹配单元，其被配置为通过使用分类深度点之间的距离和分别对应于所述分类深度点的手部分之间的距离来将三维手模型与分类深度点相匹配 深度点。 还公开了使用该装置的识别方法。