In this paper we are proposing the use of a Retinex filter, the GIMP Retinex, for improving the methods for fabric fault detection based on image processing. Since the Retinex filtering is simulating the human vision, it can act in the processing of the images as the trained staff of textile industry is acting in the visual inspection of fabrics on off-line stations. Here some examples are proposed. These examples show that an image preprocessing based on a Retinex filter can help any further analysis aimed to detect the presence of defects.
The GIMP Retinex Filter Applied to the Fabric Fault Detection / Sparavigna, Amelia Carolina; Marazzato, Roberto. - In: INTERNATIONAL JOURNAL OF SCIENCES. - ISSN 2305-3925. - STAMPA. - 6:03(2017), pp. 106-112. [10.18483/ijSci.1227]
The GIMP Retinex Filter Applied to the Fabric Fault Detection
SPARAVIGNA, Amelia Carolina;MARAZZATO, ROBERTO
2017
Abstract
In this paper we are proposing the use of a Retinex filter, the GIMP Retinex, for improving the methods for fabric fault detection based on image processing. Since the Retinex filtering is simulating the human vision, it can act in the processing of the images as the trained staff of textile industry is acting in the visual inspection of fabrics on off-line stations. Here some examples are proposed. These examples show that an image preprocessing based on a Retinex filter can help any further analysis aimed to detect the presence of defects.File | Dimensione | Formato | |
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68-V62017031227-GIMP-retinex-fabrics.pdf
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Descrizione: GIMP-Retinex-for-Fabric-Fault-Detection
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2. Post-print / Author's Accepted Manuscript
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Creative commons
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1.87 MB
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https://hdl.handle.net/11583/2668128
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