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Handbook of texture analysis / edited by Majid Mirmehdi, Xianghua Xie, Jasjit Suri.
- Format:
- Book
- Language:
- English
- Subjects (All):
- Computer vision.
- Visual texture recognition.
- Physical Description:
- 1 online resource (424 p.)
- Place of Publication:
- London : Imperial College Press ; Singapore ; Hackensack, NJ : Distributed by World Scientific, c2008.
- Language Note:
- English
- Summary:
- Texture analysis is one of the fundamental aspects of human vision by which we discriminate between surfaces and objects. In a similar manner, computer vision can take advantage of the cues provided by surface texture to distinguish and recognize objects. In computer vision, texture analysis may be used alone or in combination with other sensed features (e.g. color, shape, or motion) to perform the task of recognition. Either way, it is a feature of paramount importance and boasts a tremendous body of work in terms of both research and applications.Currently, the main approaches to texture ana
- Contents:
- ch. 1. Introduction to texture analysis / E. R. Davies
- ch. 2. Texture modelling and synthesis / R. Paget
- ch. 3. Local statistical operators for texture classification / M. Varma and A. Zisserman
- ch. 4. TEXEMS: random texture representation and analysis / X. Xie and M. Mirmehdi
- ch. 5. Colour texture analysis / P. F. Whelan and O. Ghita
- ch. 6. 3D texture analysis / M. Chantler and M. Petrou
- ch. 7. Shape, surface roughness and human perception / S. C. Pont and J. J. Koenderink
- ch. 8. Texture for appearance models in computer vision and graphics / O. G. Cula and K. J. Dana
- ch. 9. From dynamic texture to dynamic shape and appearance models / G. Doretto and S. Soatto
- ch. 10. Divide-and-texture: hierarchical texture description / G. Caenen, A. Zalesny, and L. Van Gool
- ch. 11. A tutorial on the practical implementation of the trace transform / M. Petrou and F. Wang
- ch. 12. Face analysis using local binary patterns / A. Hadid, G. Zhao, T. Ahonen, and M. Pietik�ainen
- ch. 13. A galaxy of texture features / X. Xie and M. Mirmehdi.
- Notes:
- Description based upon print version of record.
- Includes bibliographical references and index.
- ISBN:
- 9781848161160
- 1848161166
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