Recognition of Front and Rear Tyres using Stationary Wavelet Transform for Car Manufacturing
Research Area: | Volume 1 Issue 1, Jan 2012 | Year: | 2012 |
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Type of Publication: | Article | Keywords: | Pattern recognition, tyres, stationary wavelet transform, conveyor belt, microcontroller |
Authors: |
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Journal: | IJEIR | Volume: | 1 |
Number: | 1 | Pages: | 28 - 31 |
Month: | Jan. | ||
ISSN: | 2277-5668 | ||
Abstract: | The main objective of this paper is to make an
automated system to sort the front and rear tyre for car
manufacturing where they are used in numbers. The
objective of this study is to develop the image processing
algorithm using stationary wavelet transform to get the
normalized cropping images which would be suitable inputs
processing and detection. Testing is done using a real-time
visual recognition system. The Matlab software version 2010a
is used to integrate all algorithms. The implementation also
consists of a prototype that emulates the sorting of tyres.
Consisting of a control system this hardware provides data
through the microcontroller based system to the Matlab code
which then activates the camera for image processing. It also
activates the motor differently to sort the different parts. The
result shows that the system can detect moving object
accurately on the belt conveyor and sort them accordingly as
required for the application. |
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