Review of Some Advances and Applications in Real-time High-speed Vision: Our Views and Experiences
Review of Some Advances and Applications in Real-time High-speed Vision: Our Views and Experiences作者机构:Robotics Laboratory Graduate School of Engineering Hiroshima University Higashi-Hiroshima Hiroshima 738-8527 Japan
出 版 物:《International Journal of Automation and computing》 (国际自动化与计算杂志(英文版))
年 卷 期:2016年第13卷第4期
页 面:305-318页
核心收录:
学科分类:08[工学] 080203[工学-机械设计及理论] 0802[工学-机械工程]
主 题:Real-time high-speed vision target tracking abnormal behavior detection behavior mining vibration analysis 3D shapemeasurement cell sorting.
摘 要:The frame rate of conventional vision systems is restricted to the video signal formats (e.g., NTSC 30 fps and PAL 25 fps) that are designed on the basis of the characteristics of the human eye, which implies that the processing speed of these systems is limited to the recognition speed of the human eye. However, there is a strong demand for real-time high-speed vision sensors in many application fields, such as factory automation, biomedicine, and robotics, where high-speed operations are carried out. These high-speed operations can be tracked and inspected by using high-speed vision systems with intelligent sensors that work at hundreds of Hertz or more, especially when the operation is difficult to observe with the human eye. This paper reviews advances in developing real-time high Speed vision systems and their applications in various fields, such as intelligent logging systems, vibration dynamics sensing, vision-based mechanical control, three-dimensional measurement/automated visual inspection, vision-based human interface, and biomedical applications.