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The Machine Vision Toolbox : A MATLAB Toolbox for vision and vision-based control

Corke, Peter (2005) The Machine Vision Toolbox : A MATLAB Toolbox for vision and vision-based control. IEEE Robotics and Automation Magazine, 12(4), pp. 16-25.

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Abstract

The article described an open-source toolbox for machine vision called Machine Vision Toolbox (MVT). MVT includes more than 60 functions including image file reading and writing, acquisition, display, filtering, blob, point and line feature extraction, mathematical morphology, homographies, visual Jacobians, camera calibration, and color space conversion. MVT can be used for research into machine vision but is also versatile enough to be usable for real-time work and even control. MVT, combined with MATLAB and a model workstation computer, is a useful and convenient environment for the investigation of machine vision algorithms. The article illustrated the use of a subset of toolbox functions for some typical problems and described MVT operations including the simulation of a complete image-based visual servo system.

Impact and interest:

33 citations in Scopus
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19 citations in Web of Science®

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ID Code: 33822
Item Type: Journal Article
Keywords: MATLAB toolbox, visual Jacobians , vision control, vision-based control, open-source toolbox, Machine Vision Toolbox, color space conversion, image feature extraction, image filtering, image segmentation, mathematical morphology, visual servo
DOI: 10.1109/MRA.2005.1577021
ISSN: 1070-9932
Subjects: Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > ELECTRICAL AND ELECTRONIC ENGINEERING (090600)
Divisions: Past > QUT Faculties & Divisions > Faculty of Built Environment and Engineering
Past > Schools > School of Engineering Systems
Copyright Owner: Copyright 2005 IEEE
Copyright Statement: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Deposited On: 09 Sep 2010 12:32
Last Modified: 01 Mar 2012 00:11

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