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Synopsis
Today, according to the increasing development of the information technologies the number of the images in textile industry is rising very fast. It seems that the textile images cannot be processed with manually. It is required that textile images are categorized as suitable classes to profit from these images. In this book, it is explained how huge textile images are classified into striped, plaided and speckled image classes. Striped images are also categorized into the classes of horizontal, vertical, 45 and 135 degree lines. Line and circle features have been used for the classification methods. To detect line and circle features of the images, it is applied to line detection operator and Hough transform method respectively. With the line feature, striped and plaided images are classified, but speckled images are found with circle feature. For the classification of the textile images, some classification methods are used as Manual Thresholding, Nearest Neighbor, k-Nearest Neighbor, Minimum Distance. The system has been evaulated in detail, and the experimental results show that the developed system categorized the textile images successfully.
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Textile Image Classification
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LAP LAMBERT Academic Publishing Apr 2010, 2010
ISBN 10: 3838357329
ISBN 13: 9783838357324
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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Today, according to the increasing development of the information technologies the number of the images in textile industry is rising very fast. It seems that the textile images cannot be processed with manually. It is required that textile images are categorized as suitable classes to profit from these images. In this book, it is explained how huge textile images are classified into striped, plaided and speckled image classes. Striped images are also categorized into the classes of horizontal, vertical, 45 and 135 degree lines. Line and circle features have been used for the classification methods. To detect line and circle features of the images, it is applied to line detection operator and Hough transform method respectively. With the line feature, striped and plaided images are classified, but speckled images are found with circle feature. For the classification of the textile images, some classification methods are used as Manual Thresholding, Nearest Neighbor, k-Nearest Neighbor, Minimum Distance. The system has been evaulated in detail, and the experimental results show that the developed system categorized the textile images successfully. 116 pp. Englisch. Seller Inventory # 9783838357324
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Textile Image Classification
Published by
LAP LAMBERT Academic Publishing Apr 2010, 2010
ISBN 10: 3838357329
ISBN 13: 9783838357324
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Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Today, according to the increasing development of the information technologies the number of the images in textile industry is rising very fast. It seems that the textile images cannot be processed with manually. It is required that textile images are categorized as suitable classes to profit from these images. In this book, it is explained how huge textile images are classified into striped, plaided and speckled image classes. Striped images are also categorized into the classes of horizontal, vertical, 45 and 135 degree lines. Line and circle features have been used for the classification methods. To detect line and circle features of the images, it is applied to line detection operator and Hough transform method respectively. With the line feature, striped and plaided images are classified, but speckled images are found with circle feature. For the classification of the textile images, some classification methods are used as Manual Thresholding, Nearest Neighbor, k-Nearest Neighbor, Minimum Distance. The system has been evaulated in detail, and the experimental results show that the developed system categorized the textile images successfully.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 116 pp. Englisch. Seller Inventory # 9783838357324
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Textile Image Classification : Categorizing huge amount of textile images efficiently
Published by
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3838357329
ISBN 13: 9783838357324
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Today, according to the increasing development of the information technologies the number of the images in textile industry is rising very fast. It seems that the textile images cannot be processed with manually. It is required that textile images are categorized as suitable classes to profit from these images. In this book, it is explained how huge textile images are classified into striped, plaided and speckled image classes. Striped images are also categorized into the classes of horizontal, vertical, 45 and 135 degree lines. Line and circle features have been used for the classification methods. To detect line and circle features of the images, it is applied to line detection operator and Hough transform method respectively. With the line feature, striped and plaided images are classified, but speckled images are found with circle feature. For the classification of the textile images, some classification methods are used as Manual Thresholding, Nearest Neighbor, k-Nearest Neighbor, Minimum Distance. The system has been evaulated in detail, and the experimental results show that the developed system categorized the textile images successfully. Seller Inventory # 9783838357324
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Textile Image Classification | Categorizing huge amount of textile images efficiently
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LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3838357329
ISBN 13: 9783838357324
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Taschenbuch. Condition: Neu. Textile Image Classification | Categorizing huge amount of textile images efficiently | R¿fat A¿l¿yan | Taschenbuch | 116 S. | Englisch | 2010 | LAP LAMBERT Academic Publishing | EAN 9783838357324 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Seller Inventory # 101193615
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Textile Image Classification: Categorizing huge amount of textile images efficiently
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LAP Lambert Academic Publishing, 2010
ISBN 10: 3838357329
ISBN 13: 9783838357324
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