Reliability and Availability of Quality Control Based on Wavelet Computer Vision

• Main Authors: Kuzmanić, Ivica (Author), Vujović, Igor (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: Engineering.; Computer graphics.; Statistics.; Quality control.; Reliability.; Industrial safety.; Signal, Image and Speech Processing.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Quality Control, Reliability, Safety and Risk.; Computer Imaging, Vision, Pattern Recognition and Graphics.
• Physical Description: VII, 68 p. 11 illus., 5 illus. in color. online resource.
• ISBN: 9783319133171
• ISSN: 2191-8112

This short book presents a framework for assessing the reliability and availability of visual quality control systems, placing particular emphasis on wavelet-based analysis. It presents experimental results pertaining to the sensitivity of visual quality control to noise, as an example of dependencies. The influencing parameters are analyzed and included in the reliability model. These parameters are divided between the software and the hardware group, with one condition representing a combination of software and hardware, and another representing a combination of hardware and environmental conditions. In closing, the book suggests potential alternative approaches and examines system availability and reliability models, as well as calculations of their solutions.