Identification of Granite Varieties from Colour Spectrum Data
Open Access
- 14 September 2010
- Vol. 10 (9) , 8572-8584
Abstract
The granite processing sector of the northwest of Spain handles many varieties of granite with specific technical and aesthetic properties that command different prices in the natural stone market. Hence, correct granite identification and classification from the outset of processing to the end-product stage optimizes the management and control of stocks of granite slabs and tiles and facilitates the operation of traceability systems. We describe a methodology for automatically identifying granite varieties by processing spectral information captured by a spectrophotometer at various stages of processing using functional machine learning techniques.Keywords
This publication has 19 references indexed in Scilit:
- Functional statistical techniques applied to vine leaf water content determinationMathematical and Computer Modelling, 2010
- Functional classification of ornamental stone using machine learning techniquesJournal of Computational and Applied Mathematics, 2010
- Discriminating acidic and alkaline enzymes using a random forest model with secondary structure amino acid compositionProcess Biochemistry, 2009
- Dual Features Functional Support Vector Machines for Fault Detection of Rechargeable BatteriesIEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), 2009
- Functional support vector machines and generalized linear models for glacier geomorphology analysisInternational Journal of Computer Mathematics, 2008
- Geographical classification of olive oils by the application of CART and SVM to their FT‐IRJournal of Chemometrics, 2007
- Fast color texture recognition using chromaticity momentsPattern Recognition Letters, 2000
- Automatic identification of rocks in thin sections using texture analysisMathematical Geology, 1995
- Study of colors and degrees of weathering of granitic rocks by visible diffuse reflectance spectroscopy.GEOCHEMICAL JOURNAL, 1989
- Méthodes statistiques et numériques de l'analyse harmoniqueAnnales de L'insee, 1974