Optical detection of burnt resistors with back propagation

Thomas L. Arnow; Juyong Qiu; Harold G. Longbotham

doi:10.1117/12.171201

11 March 1994 Optical detection of burnt resistors with back propagation

Thomas L. Arnow, Juyong Qiu, Harold G. Longbotham

Proceedings Volume 2183, Machine Vision Applications in Industrial Inspection II; (1994) https://doi.org/10.1117/12.171201
Event: IS&T/SPIE 1994 International Symposium on Electronic Imaging: Science and Technology, 1994, San Jose, CA, United States

Abstract

A round florescent bulb placed around the lens of a CCD camera illuminates a group of carbon resistors. The pictures are passed to a series of feature detectors the outputs of which are sent to a back propagation neural network. Two identical boards were each made with 112 resistors of various colors. Resistors on one board were burned. The network was trained with a test set of about half the good and bad resistors. Results showed 93.8 percent correct when recalling on the untrained half.

Citation Download Citation

Thomas L. Arnow, Juyong Qiu, and Harold G. Longbotham "Optical detection of burnt resistors with back propagation", Proc. SPIE 2183, Machine Vision Applications in Industrial Inspection II, (11 March 1994); https://doi.org/10.1117/12.171201

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available