Design and Implementation of Smart Home Cloud System Based on Kinect

被引：2
|
作者：
Tang, Xuebin [1 ]
Zhao, Jinchuang [1 ]
Li, Wenbei [2 ]
Feng, Bin [1 ]
机构：
[1] Guangxi Univ, Inst Comp & Elect Informat, Nanning, Peoples R China
[2] Guangxi Univ, Inst Art, Nanning, Peoples R China
来源：
INTELLIGENT INFORMATION PROCESSING IX | 2018年 / 538卷
关键词：
Smart home; Kinect somatosensory device; Skeleton recognition Support vector machine; Internet of Things;
D O I：
10.1007/978-3-030-00828-4_13
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Most smart home products on the market today only stay at the level of multi-channel control of home appliances and have a single product function. For those parts that are not involved, this article describes a smart home cloud system based on Kinect. The system uses the STM32 as the control core and utilizes Kinect depth sensors to establish an identity and posture recognition system based on human skeletons, combined with support vector machine (SVM) and Internet of Things technology to realize smart home control systems. What is more, intelligent alarm system and child anti-drop window control system truly realize home Intelligence. After verification, the system can greatly improve the current level of intelligent home security capabilities, make up for the vacancy of the existing identity system, real intelligence for the home rather than intelligent control of home appliances is finally achieved.
引用
收藏
页码：120 / 126
页数：7
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