Vision assisted SCARA (selective compliance assembly robot arm)

The study presents a Vision Assisted SCARA. The vision system uses a back propagation neural network to identify and locate seven geometric objects. This information is then used to direct the SCARA robot to pick the objects and place the objects in pre-assigned bins. The neural net was trained to r...

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Main Authors: Lim, Phyllis, Lim, Sam Benedict, Luna, Edmund, Sotto, Jinky, Syling, Christopher A.
Format: text
Language:English
Published: Animo Repository 1997
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Online Access:https://animorepository.dlsu.edu.ph/etd_bachelors/8632
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Institution: De La Salle University
Language: English
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spelling oai:animorepository.dlsu.edu.ph:etd_bachelors-92772021-08-25T06:34:23Z Vision assisted SCARA (selective compliance assembly robot arm) Lim, Phyllis Lim, Sam Benedict Luna, Edmund Sotto, Jinky Syling, Christopher A. The study presents a Vision Assisted SCARA. The vision system uses a back propagation neural network to identify and locate seven geometric objects. This information is then used to direct the SCARA robot to pick the objects and place the objects in pre-assigned bins. The neural net was trained to recognize with invariance to location and orientation. Recognition accuracy is 100 percent and the point accuracy of the robot is also 100 percent within a 1 mm tolerance. 1997-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/etd_bachelors/8632 Bachelor's Theses English Animo Repository Visual programming (computer science) Eye, visual pathways Robotics Information display systems industry Computer-aided software engineering Assembling (Electronic computers)
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
topic Visual programming (computer science)
Eye, visual pathways
Robotics
Information display systems industry
Computer-aided software engineering
Assembling (Electronic computers)
spellingShingle Visual programming (computer science)
Eye, visual pathways
Robotics
Information display systems industry
Computer-aided software engineering
Assembling (Electronic computers)
Lim, Phyllis
Lim, Sam Benedict
Luna, Edmund
Sotto, Jinky
Syling, Christopher A.
Vision assisted SCARA (selective compliance assembly robot arm)
description The study presents a Vision Assisted SCARA. The vision system uses a back propagation neural network to identify and locate seven geometric objects. This information is then used to direct the SCARA robot to pick the objects and place the objects in pre-assigned bins. The neural net was trained to recognize with invariance to location and orientation. Recognition accuracy is 100 percent and the point accuracy of the robot is also 100 percent within a 1 mm tolerance.
format text
author Lim, Phyllis
Lim, Sam Benedict
Luna, Edmund
Sotto, Jinky
Syling, Christopher A.
author_facet Lim, Phyllis
Lim, Sam Benedict
Luna, Edmund
Sotto, Jinky
Syling, Christopher A.
author_sort Lim, Phyllis
title Vision assisted SCARA (selective compliance assembly robot arm)
title_short Vision assisted SCARA (selective compliance assembly robot arm)
title_full Vision assisted SCARA (selective compliance assembly robot arm)
title_fullStr Vision assisted SCARA (selective compliance assembly robot arm)
title_full_unstemmed Vision assisted SCARA (selective compliance assembly robot arm)
title_sort vision assisted scara (selective compliance assembly robot arm)
publisher Animo Repository
publishDate 1997
url https://animorepository.dlsu.edu.ph/etd_bachelors/8632
_version_ 1712576990988468224