Implementation of 3D Gesture Recognition System Based on Neural Network

被引：0

作者：

Ahn, Yang-Keun ^{[1
]}

Kim, Min-Wook ^{[2
]}

Park, Young-Choong ^{[1
]}

Choi, Kwang-Soon ^{[1
]}

Park, Woo-Chool ^{[1
]}

Seo, Hae-Moon ^{[1
]}

Jung, Kwang-Mo ^{[1
]}

机构：

[1] Korea Elect Technol Inst, 1599 Sangam Dong, Seoul, South Korea

[2] Chonnam Natl Univ, Gwangju 500757, South Korea

来源：

AIC '09: PROCEEDINGS OF THE 9TH WSEAS INTERNATIONAL CONFERENCE ON APPLIED INFORMATICS AND COMMUNICATIONS: RECENT ADVANCES IN APPLIED INFORMAT AND COMMUNICATIONS | 2009年

关键词：

Gesture Recognition; Natural Interaction; Depth Sensor; Virtual Touch Screen;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Active research is underway on virtual touch screens that complement the physical limitations of conventional touch screens. This paper discusses a virtual touch screen that uses a multi-layer perceptron to recognize and control three-dimensional (3D) depth information from a time of flight (TOF) camera. This system extracts an object's area from the image input and compares it with the trajectory of the object, which is learned in advance, to recognize gestures. The system enables the maneuvering of content in virtual space by utilizing human actions.

引用

页码：84 / +

页数：2