Image Processing: Dealing with Texture

The second edition of Image Processing: Dealing with Textures is a classic text that covers practical image processing methods and theory for image texture analysis. It is structured around a series of helpful questions and answers and is designed to easily locate information on specific problems. It includes an update of the classic advanced text, a companion website with exercises and algorithms, and examples that are fully worked to enhance the learning experience. It is written for students and researchers of image processing.

\n Format: Hardback
\n Length: 816 pages
\n Publication date: 01 April 2021
\n Publisher: John Wiley and Sons Ltd
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The revised second edition of Image Processing: Dealing with Textures, a classic text on texture analysis theory and methods, has been updated to provide a comprehensive exploration of this important topic. This comprehensive work is essential for students and researchers in image processing, robotics, defense, medicine, and the geosciences.

The text is structured around a series of helpful questions and answers, making it easy to locate information on specific problems. It has been updated to include the most recent developments in the field, with many chapters revised to include new topics such as fractals and multifractals, image statistics, texture repair, local phase features, dual tree complex wavelet transform, ridgelets and curvelets, and deep texture features.

The book takes a two-level mathematical approach, covering light math in the main level and harder math in separate boxes. This approach ensures that readers of all levels can understand the material.

One of the key features of this text is its emphasis on an in-depth exploration of texture. It provides a comprehensive review of the latest techniques and algorithms for texture analysis, including supervised, unsupervised, and semi-supervised methods. The examples are fully worked to enhance the learning experience, and the companion website offers exercises and algorithms to further reinforce the concepts covered in the book.

Written for students and researchers of image processing, the second edition of Image Processing has been revised and updated to incorporate the foundational information on the topic as well as information on the latest advances. It is a valuable resource for anyone interested in developing and applying image processing techniques to real-world problems.

\n Weight: 1668g\n
Dimension: 188 x 261 x 49 (mm)\n
ISBN-13: 9781119618553\n
Edition number: 2nd Edition\n