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ICPR
2004
IEEE

Statistical Classification of Raw Textile Defects

9 years 6 months ago
Statistical Classification of Raw Textile Defects
In this paper, the problem of classification of defects occurring in a textile manufacture is addressed. A new classification scheme is devised in which different features, extracted from the gray level histogram, the shape, and cooccurrence matrices, are employed. These features are classified using a Support Vector Machines (SVM) based framework, and an accurate analysis of different multiclass classification schemes and SVM parameters has been carried out. The system has been tested using two textile databases showing very promising results.
Ivan A. Rossi, Manuele Bicego, Vittorio Murino
Added 09 Nov 2009
Updated 09 Nov 2009
Type Conference
Year 2004
Where ICPR
Authors Ivan A. Rossi, Manuele Bicego, Vittorio Murino
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