13 October 1994 Sequential algorithms for the inspection of surface-mounted devices
Author Affiliations +
This paper presents an overview of the development of vision algorithms for a flexible inspection system. This system is being designed for the inspection of surface mounted devices. The system identifies missing components and quantifies the position and rotation of the components present. Two types of approaches for the identification of missing components are presented and contrasted. The first approach involves conventional image processing techniques that are actually used in an operative prototype that is under test in an industrial environment. The second approach is a study of the use of backpropagation neural networks in as an alternative inspection method for component detection only.
© (1994) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Jose Mario Gallegos, Jose Mario Gallegos, Jesus Rene Villalobos, Jesus Rene Villalobos, Sergio D. Cabrera, Sergio D. Cabrera, } "Sequential algorithms for the inspection of surface-mounted devices", Proc. SPIE 2354, Intelligent Robots and Computer Vision XIII: 3D Vision, Product Inspection, and Active Vision, (13 October 1994); doi: 10.1117/12.189089; https://doi.org/10.1117/12.189089


Applications of the Connection Machine to Computer Vision
Proceedings of SPIE (January 31 1990)
Machine vision techniques for rose grading
Proceedings of SPIE (November 28 1993)
Seed maize quality inspection with machine vision
Proceedings of SPIE (December 16 1993)
Neural net classification of x-ray pistachio nut data
Proceedings of SPIE (December 17 1996)

Back to Top