Feature Extraction and Classification Methods of Texture Images
Language: English
Published by LAP LAMBERT Academic Publishing Jul 2013, 2013
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 44.21
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -In texture classification the goal is to assign an unknown sample texture image to one of a set of known texture classes.Important applications include industrial and bio medical surface inspection, for example for defects and disease, ground classification and segmentation of satellite or aerial imagery, segmentation of textured regions in document analysis, and content-based access to image databases. However, despite many potential areas of application for texture analysis in industry there is only a limited number of successful examples. A major problem is that textures in the real world are often not uniform, due to changes in orientation, scale or other visual appearance. In addition, the degree of computational complexity of many of the proposed texture measures is very high.A wide variety of techniques for describing image texture have been proposed in literature. This work is an analysis of texture image classification in different classifier under two different features called wavelet and statistical. The result shows that image classification with wavelet feature and feed forward neural network gives better result. 96 pp. Englisch.…
Seller Inventory # 9783659417399
- Title
- Feature Extraction and Classification Methods of Texture Images
- Author
- Ajay Kumar Singh
- Publisher
- LAP LAMBERT Academic Publishing Jul 2013
- Publication year
- 2013
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3659417394
- ISBN 13
- 9783659417399
- Item weight
- 161 grams
- Dimensions
- 220x150x6 mm
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BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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