Staff Publications

Staff Publications

  • external user (warningwarning)
  • Log in as
  • language uk
  • About

    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

    We have a manual that explains all the features 

Record number 509712
Title Automated Detection of Mycosphaerella Melonis Infected Cucumber Fruits
Author(s) Vukadinovic, Danijela; Polder, Gerrit; Swinkels, Gert-Jan
Source IFAC-PapersOnLine 49 (2016)16. - ISSN 2405-8963 - p. 105 - 109.
Department(s) WUR GTB Tuinbouw Technologie
Publication type Refereed Article in a scientific journal
Publication year 2016
Abstract In this paper we present a novel method for automated detection of Mycosphaerella melonis infected cucumber fruits. The two-step method consists of machine learning approach using: shape based features extracted from cucumber color images and light transmission spectra based features. The automated detection rate was compared to the manual detection rate of the human workers. Our automated method reached the 95% detection accuracy, which is comparable to the manual detection accuracy of 96%.
There are no comments yet. You can post the first one!
Post a comment
Please log in to use this service. Login as Wageningen University & Research user or guest user in upper right hand corner of this page.