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Digital parameterization of apple fruit size, shape and surface spottiness

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Authors
Radojević, Rade
Petrović, Dragan
Pavlović, Vladimir
Nikolić, Zoran M.
Urošević, Mirko P.
Article (Published version)
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Abstract
To reach fruit market standards, quality evaluation has to be performed. Computer assisted fruit image analysis represents a technique, which offers a variety of automatic and semi-automatic procedures that can be used in combination with classic evaluation methods. To achieve this goal, a digital parameterization method for single apple fruit (Malus domestica) size, shape and surface spottiness has been recently developed. The appropriate mathematical procedures, defining the criteria for the fruit quality parameterization, are also defined and tested. The concept of the method, as well as the initial testing results, is presented in this paper. Basically, the technique combines analysis of apple fruit 256 gray-scale level images and parameterization algorithm of fruit quality. The former is based on digital pattern recognition method (DPR), and the latter employs linear fitting and numerical integration of DPR output data. This way, accurate parameterization of the fruit size, shape ...and surface spottiness, as well as the reliable fruit sorting according to the product quality, is enabled.

Keywords:
Apple fruit / computer vision / quality criteria / mathematical procedure / digital pattern recognition
Source:
African Journal of Agricultural Research, 2011, 6, 13, 3131-3142
Funding / projects:
  • The Improvement and Preservation of Biotechnology Procedures for Rational Energy Use and Improvement of Agricultural Production Quality (RS-31051)
  • Dynamic stability and instability of mechanical systems subjected to stochastic excitations (RS-174011)

ISSN: 1991-637X

WoS: 000298782800029

Scopus: 2-s2.0-79960753448
[ Google Scholar ]
Handle
https://hdl.handle.net/21.15107/rcub_agrospace_2408
URI
http://aspace.agrif.bg.ac.rs/handle/123456789/2408
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  • Radovi istraživača / Researchers’ publications
Institution/Community
Poljoprivredni fakultet

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