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20 January 2006 Real-time quality control on a smart camera
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Proceedings Volume 6027, ICO20: Optical Information Processing; 60273F (2006) https://doi.org/10.1117/12.668330
Event: ICO20:Optical Devices and Instruments, 2005, Changchun, China
Abstract
A smart camera is composed of a video sensing, high-level video processing, communication and other affiliations within a single device. Such cameras are very important devices in quality control systems. This paper presents a prototyping development of a smart camera for quality control. The smart camera is divided to four parts: a CMOS sensor, a digital signal processor (DSP), a CPLD and a display device. In order to improving the processing speed, low-level and high-level video processing algorithms are discussed to the embedded DSP-based platforms. The algorithms can quickly and automatic detect productions' quality defaults. All algorithms are tested under a Matlab-based prototyping implementation and migrated to the smart camera. The smart camera prototype automatic processes the video data and streams the results of the video data to the display devices and control devices. Control signals are send to produce-line to adjust the producing state within the required real-time constrains.
© (2006) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Chuanwei Xiao, Huaide Zhou, Guangze Li, and Zhihang Hao "Real-time quality control on a smart camera", Proc. SPIE 6027, ICO20: Optical Information Processing, 60273F (20 January 2006); https://doi.org/10.1117/12.668330
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