Frito-lay North America, Inc.

Mcmaster University

Honglu Yu

Wilfred Marcellien Bourg, Jr

Steven Andrew Bresnahan

Paul Allan Martin

John Fredrick MacGregor

Mark-John Bruwer

Gabe Jan Haarsma

A method for extracting feature information from product images using multivariate image analysis (MIA) to develop predictive models for organoleptic and other feature content and distribution on the imaged product. The imaging system is used to monitor product quality variables in an on-line manufacturing environment. The method may also be integrated into a closed-loop feedback control system in automated systems.

Method for on-line machine vision measurement, monitoring and control of organoleptic properties of products for on-line manufacturing processes

A method for extracting feature information from product images using multivariate image analysis based on Principal Component Analysis (PCA) which is used to develop predictive models for feature content and distribution on the imaged product. The imaging system is used to monitor product quality variables in an on-line manufacturing environment. It may also be integrated into a closed-loop feedback control system in automated systems.

Method for on-line machine vision measurement, monitoring and control of product features during on-line manufacturing processes

Growing community of inventors

Fort Erie, CA, United States of America

Honglu Yu