Image Texture Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Image Texture Analysis write by Chih-Cheng Hung. This book was released on 2019-06-05. Image Texture Analysis available in PDF, EPUB and Kindle. This useful textbook/reference presents an accessible primer on the fundamentals of image texture analysis, as well as an introduction to the K-views model for extracting and classifying image textures. Divided into three parts, the book opens with a review of existing models and algorithms for image texture analysis, before delving into the details of the K-views model. The work then concludes with a discussion of popular deep learning methods for image texture analysis. Topics and features: provides self-test exercises in every chapter; describes the basics of image texture, texture features, and image texture classification and segmentation; examines a selection of widely-used methods for measuring and extracting texture features, and various algorithms for texture classification; explains the concepts of dimensionality reduction and sparse representation; discusses view-based approaches to classifying images; introduces the template for the K-views algorithm, as well as a range of variants of this algorithm; reviews several neural network models for deep machine learning, and presents a specific focus on convolutional neural networks. This introductory text on image texture analysis is ideally suitable for senior undergraduate and first-year graduate students of computer science, who will benefit from the numerous clarifying examples provided throughout the work.
The Texture of Images
The Texture of Images - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Texture of Images write by Livia Cárdenas. This book was released on 2020-11-16. The Texture of Images available in PDF, EPUB and Kindle. Textures of Images presents for the first time a fundamental analysis and synopsis of the printed relic-book genre. The author brings into focus the specific mediality and aesthetics of this kind of printed books between the Late Middle Ages and the Early Modern Period.
Image Processing
Image Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Image Processing write by Maria M. P. Petrou. This book was released on 2021-03-22. Image Processing available in PDF, EPUB and Kindle. The classic text that covers practical image processing methods and theory for image texture analysis, updated second edition The revised second edition of Image Processing: Dealing with Textures updates the classic work on texture analysis theory and methods without abandoning the foundational essentials of this landmark work. Like the first, the new edition offers an analysis of texture in digital images that are essential to a diverse range of applications such as: robotics, defense, medicine and the geo-sciences. Designed to easily locate information on specific problems, the text is structured around a series of helpful questions and answers. Updated to include the most recent developments in the field, many chapters have been completely revised including: 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: light math is covered in the main level of the book, with harder math identified in separate boxes. This important text: Contains an update of the classic advanced text that reviews practical image processing methods and theory for image texture analysis Puts the focus exclusively on an in-depth exploration of texture Contains a companion website with exercises and algorithms Includes examples that are fully worked to enhance the learning experience 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 and information on the latest advances.
Texture Feature Extraction Techniques for Image Recognition
Texture Feature Extraction Techniques for Image Recognition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Texture Feature Extraction Techniques for Image Recognition write by Jyotismita Chaki. This book was released on 2019-10-24. Texture Feature Extraction Techniques for Image Recognition available in PDF, EPUB and Kindle. The book describes various texture feature extraction approaches and texture analysis applications. It introduces and discusses the importance of texture features, and describes various types of texture features like statistical, structural, signal-processed and model-based. It also covers applications related to texture features, such as facial imaging. It is a valuable resource for machine vision researchers and practitioners in different application areas.
Image Processing
Image Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Image Processing write by . This book was released on 2024. Image Processing available in PDF, EPUB and Kindle.
