期刊论文详细信息
International Journal of Advanced Robotic Systems
A New Profile Shape Matching Stereovision Algorithm for Real-time Human Pose and Hand Gesture Recognition:
DongZhang1 
关键词: Profile Shape Matching Real-Time Stereovision;    Human Pose;    Gesture Estimation;    Resource-Limited Systems;   
DOI  :  10.5772/57515
学科分类:自动化工程
来源: InTech
PDF
【 摘 要 】

This paper presents a new profile shape matching stereovision algorithm that is designed to extract 3D information in real time. This algorithm obtains 3D information by matching profile intensity shapes of each corresponding row of the stereo image pair. It detects the corresponding matching patterns of the intensity profile rather than the intensity values of individual pixels or pixels in a small neighbourhood. This approach reduces the effect of the intensity and colour variations caused by lighting differences. As with all real-time vision algorithms, there is always a trade-off between accuracy and processing speed. This algorithm achieves a balance between the two to produce accurate results for real-time applications. To demonstrate its performance, the proposed algorithm is tested for human pose and hand gesture recognition to control a smart phone and an entertainment system.

【 授权许可】

CC BY   

【 预 览 】
附件列表
Files Size Format View
RO201901237239848ZK.pdf 1876KB PDF download
  文献评价指标  
  下载次数:6次 浏览次数:3次