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Development of a computer vision system to measure the color of potato chips

Pedreschi, Franco ; León, Jorge ; Mery, Domingo ; Moyano, Pedro

Food research international, 2006-12, Vol.39 (10), p.1092-1098 [Periódico revisado por pares]

Elsevier Ltd

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  • Título:
    Development of a computer vision system to measure the color of potato chips
  • Autor: Pedreschi, Franco ; León, Jorge ; Mery, Domingo ; Moyano, Pedro
  • Assuntos: automatic detection ; cameras ; Color ; computer analysis ; computer software ; Computer vision ; deep fat frying ; digital images ; dynamic programming ; food quality ; Frying ; image analysis ; Image processing ; L∗a∗b ; Potato chips ; process monitoring ; temperature
  • É parte de: Food research international, 2006-12, Vol.39 (10), p.1092-1098
  • Notas: http://dx.doi.org/10.1016/j.foodres.2006.03.009
  • Descrição: The objective of this research was to design and implement an inexpensive computer vision system for measuring the color of a highly heterogeneous food material not only in shape as well in color such as potato chips in L ∗ a ∗ b ∗ units from RGB images. The system was composed of (i) a digital color camera for acquiring the images in a digital format, (ii) a computer for storage the images, (c) image analysis routines integrated into a software programmed in Matlab that converts the color RGB of the food image into L ∗ a ∗ b ∗ units. In this way the color of potato chips can be calculated in L ∗ a ∗ b ∗ units over representative areas and in a reproducible way. The kinetics of color changes in potato slices during frying at four temperatures was followed using the implemented computer vision system (CVS). Color values in L ∗ a ∗ b ∗ units were recorded at different sampling times during frying at the four oil temperatures using the total color change parameter (Δ E). Chips fried at higher temperatures get darker as expected and showed by the CVS. The implemented computer vision system can be used to study as well foods different from potato chips by selecting their proper settings for image acquisition and digital image processing.
  • Editor: Elsevier Ltd
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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