Cargando…

A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm

This paper proposes the development of an automatic fruit harvesting system by combining a low cost stereovision camera and a robotic arm placed in the gripper tool. The stereovision camera is used to estimate the size, distance and position of the fruits whereas the robotic arm is used to mechanica...

Descripción completa

Detalles Bibliográficos
Autores principales: Font, Davinia, Pallejà, Tomàs, Tresanchez, Marcel, Runcan, David, Moreno, Javier, Martínez, Dani, Teixidó, Mercè, Palacín, Jordi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4168444/
https://www.ncbi.nlm.nih.gov/pubmed/24984059
http://dx.doi.org/10.3390/s140711557
_version_ 1782335544411291648
author Font, Davinia
Pallejà, Tomàs
Tresanchez, Marcel
Runcan, David
Moreno, Javier
Martínez, Dani
Teixidó, Mercè
Palacín, Jordi
author_facet Font, Davinia
Pallejà, Tomàs
Tresanchez, Marcel
Runcan, David
Moreno, Javier
Martínez, Dani
Teixidó, Mercè
Palacín, Jordi
author_sort Font, Davinia
collection PubMed
description This paper proposes the development of an automatic fruit harvesting system by combining a low cost stereovision camera and a robotic arm placed in the gripper tool. The stereovision camera is used to estimate the size, distance and position of the fruits whereas the robotic arm is used to mechanically pickup the fruits. The low cost stereovision system has been tested in laboratory conditions with a reference small object, an apple and a pear at 10 different intermediate distances from the camera. The average distance error was from 4% to 5%, and the average diameter error was up to 30% in the case of a small object and in a range from 2% to 6% in the case of a pear and an apple. The stereovision system has been attached to the gripper tool in order to obtain relative distance, orientation and size of the fruit. The harvesting stage requires the initial fruit location, the computation of the inverse kinematics of the robotic arm in order to place the gripper tool in front of the fruit, and a final pickup approach by iteratively adjusting the vertical and horizontal position of the gripper tool in a closed visual loop. The complete system has been tested in controlled laboratory conditions with uniform illumination applied to the fruits. As a future work, this system will be tested and improved in conventional outdoor farming conditions.
format Online
Article
Text
id pubmed-4168444
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-41684442014-09-19 A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm Font, Davinia Pallejà, Tomàs Tresanchez, Marcel Runcan, David Moreno, Javier Martínez, Dani Teixidó, Mercè Palacín, Jordi Sensors (Basel) Article This paper proposes the development of an automatic fruit harvesting system by combining a low cost stereovision camera and a robotic arm placed in the gripper tool. The stereovision camera is used to estimate the size, distance and position of the fruits whereas the robotic arm is used to mechanically pickup the fruits. The low cost stereovision system has been tested in laboratory conditions with a reference small object, an apple and a pear at 10 different intermediate distances from the camera. The average distance error was from 4% to 5%, and the average diameter error was up to 30% in the case of a small object and in a range from 2% to 6% in the case of a pear and an apple. The stereovision system has been attached to the gripper tool in order to obtain relative distance, orientation and size of the fruit. The harvesting stage requires the initial fruit location, the computation of the inverse kinematics of the robotic arm in order to place the gripper tool in front of the fruit, and a final pickup approach by iteratively adjusting the vertical and horizontal position of the gripper tool in a closed visual loop. The complete system has been tested in controlled laboratory conditions with uniform illumination applied to the fruits. As a future work, this system will be tested and improved in conventional outdoor farming conditions. MDPI 2014-06-30 /pmc/articles/PMC4168444/ /pubmed/24984059 http://dx.doi.org/10.3390/s140711557 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Font, Davinia
Pallejà, Tomàs
Tresanchez, Marcel
Runcan, David
Moreno, Javier
Martínez, Dani
Teixidó, Mercè
Palacín, Jordi
A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title_full A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title_fullStr A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title_full_unstemmed A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title_short A Proposal for Automatic Fruit Harvesting by Combining a Low Cost Stereovision Camera and a Robotic Arm
title_sort proposal for automatic fruit harvesting by combining a low cost stereovision camera and a robotic arm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4168444/
https://www.ncbi.nlm.nih.gov/pubmed/24984059
http://dx.doi.org/10.3390/s140711557
work_keys_str_mv AT fontdavinia aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT pallejatomas aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT tresanchezmarcel aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT runcandavid aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT morenojavier aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT martinezdani aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT teixidomerce aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT palacinjordi aproposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT fontdavinia proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT pallejatomas proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT tresanchezmarcel proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT runcandavid proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT morenojavier proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT martinezdani proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT teixidomerce proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm
AT palacinjordi proposalforautomaticfruitharvestingbycombiningalowcoststereovisioncameraandaroboticarm