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作 者:徐坤[1] 周子昂[1] 王祺[1] 耿文波[1] XU Kun;ZHOU Ziang;WANG Qi;GENG Wenbo(Zhoukou Normal University,Zhoukou Henan 450001,China)
机构地区:[1]周口师范学院,河南周口466001
出 处:《激光杂志》2022年第9期218-223,共6页Laser Journal
基 金:河南省科技厅科技计划项目(No.202102210536)。
摘 要:为提高智能家居系统的人工智能技术水平,结合激光视觉传感器设计一套与之相匹配的体感交互系统。该系统设计分为四部分:系统整体框架为四层框架,即视觉定位层、体感交互层、中心控制层、执行操作层;硬件上,主要介绍了激光视觉传感器、Kinect体感交互器、微控制器以及数据传输装置等四种主要设备;软件上,主要经分析了摄像机标定与校正、手势识别、语音识别三种关键程序算法;系统测试实验,结果表明:本系统应用下,手势识别准确性和指令执行准确性均达到预期,证明系统可行与有效。In order to improve the level of artificial intelligence technology of smart home system,a set of somatosensory interaction system is designed with laser vision sensor.The design of the system is divided into four parts:the overall framework of the system is composed of four layers:visual positioning layer,somatosensory interaction layer,central control layer and executive operation layer;in terms of hardware,laser vision sensor and Kinect are mainly introduced There are four kinds of main equipment,such as somatosensory interactive device,microcontroller and data transmission device;in software,mainly through the analysis of camera calibration and correction,gesture recognition,speech recognition three key program algorithms;system test experiment,the results show that:under the application of this system,the accuracy of gesture recognition and command execution accuracy are achieved,which proves that the system is feasible and effective.
分 类 号:TN125.36[电子电信—物理电子学]
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