NDLI: Advanced Texture Analysis in Cork Quality Detection

Content Provider	IEEE Xplore Digital Library
Author	Paniagua-Paniagua, B. Vega-Rodriguez, M.A. Bustos-Garcia, P. Gomez-Pulido, J.A. Sanchez-Perez, J.M.
Copyright Year	2007
Description	Author affiliation: Univ. Extremadura, Caceres (Paniagua-Paniagua, B.; Vega-Rodriguez, M.A.; Bustos-Garcia, P.; Gomez-Pulido, J.A.; Sanchez-Perez, J.M.)
Abstract	In this paper we study advanced texture analysis techniques in order to solve a classification problem existing in the cork industry: the cork stopper/disk quality classification. Cork is a material that can be mostly found in the occidental shores of the Mediterranean sea and its production has a great importance in those areas. Due to cork is a natural and heterogeneous material its automatic quality detection (usually, seven different quality classes exist) is difficult, but necessary in the cork industry. After previous studies, we know that cork stopper/disk quality can be detected by its texture. In this work we evaluate the performance of two advanced texture analysis techniques: Laws textures and Varma-Zisserman textures. Due to these two techniques are very different we have obtained different results. As conclusion we can state Laws texture measures widely improve our previous results using texture analysis, being suitable for this industry.
Starting Page	311
Ending Page	315
File Size	332962
Page Count	5
File Format	PDF
ISBN	9781424408504
ISSN	19354576
DOI	10.1109/INDIN.2007.4384775
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-06-23
Publisher Place	Austria
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Wine industry Statistical analysis Error analysis Building materials Humans Sea measurements Energy measurement Production Pattern analysis Testing
Content Type	Text
Resource Type	Article

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