Show simple item record

dc.contributor.authorCubero, Sergio
dc.contributor.authorDiago, Maria Paz
dc.contributor.authorBlasco, José
dc.contributor.authorTardaguila, Javier
dc.contributor.authorMillan, Borja
dc.contributor.authorAleixos, Nuria
dc.date.accessioned2017-06-01T10:11:38Z
dc.date.available2017-06-01T10:11:38Z
dc.date.issued2014
dc.identifier.citationCubero, Sergio, Diago, M. Paz, Blasco, J., Tardaguila, J., Millan, Borja, Aleixos, N. (2014). A new method for pedicel/peduncle detection and size assessment of grapevine berries and other fruits by image analysis. Biosystems Engineering, 117, 62-72.
dc.identifier.issn1537-5110
dc.identifier.urihttp://hdl.handle.net/20.500.11939/5065
dc.description.abstractThe berry size of wine-grapes has often been considered to influence wine composition and quality, as it is related to the skin-to-pulp ratio of the berry and the concentration of skin-located compounds that play a key role in the wine quality. The size and weight of wine-grapes are usually measured by hand, making it a slow, tedious and inaccurate process. This paper focuses on two main objectives aimed at automating this process using image analysis: (1) to develop a fast and accurate method for detecting and removing the pedicel in images of berries, and (2) to accurately determine the size and weight of the berry. A method to detect the peduncle of fruits is presented based on a novel signature of the contour. This method has been developed specifically for grapevine berries, and was later extended and tested with an independent set of other fruits with different shapes and sizes such as peppers, pears, apples or mandarins. Using this approach, the system has been capable of correctly estimating the berry weight (R-2 > 0.96) and size (R-2 > 0.97) of wine-grapes and of assessing the size of other fruits like mandarins, apples, pears and red peppers (R-2 > 0.93). The proven performance of the image analysis methodology developed may be easily implemented in automated inspection systems to accurately estimate the weight of a wide range of fruits including wine-grapes. In this case, the implementation of this system on sorting tables after de-stemming may provide the winemaker with very useful information about the potential quality of the wine. (C) 2013 IAgrE. Published by Elsevier Ltd. All rights reserved.
dc.language.isoen
dc.titleA new method for pedicel/peduncle detection and size assessment of grapevine berries and other fruits by image analysis
dc.typearticle
dc.date.issuedFreeFormJAN 2014
dc.entidadIVIACentro de Agroingeniería
dc.identifier.doi10.1016/j.biosystemseng.2013.06.007
dc.journal.titleBiosystems Engineering
dc.journal.volumeNumber117
dc.page.final72
dc.page.initial62
dc.rights.accessRightsopenAccess
dc.source.typeImpreso
dc.type.hasVersionacceptedVersion


Files in this item

This item appears in the following Collection(s)

Show simple item record