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Author :
Release : 1990
Genre : Image processing
Kind : eBook
Book Rating : /5 ( reviews)
Book Synopsis Textural Analysis of Range Images by :
Download or read book Textural Analysis of Range Images written by . This book was released on 1990. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Chih-Cheng Hung
Release : 2019-06-05
Genre : Computers
Kind : eBook
Book Rating : 732/5 ( reviews)
Book Synopsis Image Texture Analysis by : Chih-Cheng Hung
Download or read book Image Texture Analysis written by Chih-Cheng Hung. This book was released on 2019-06-05. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Maria M. P. Petrou
Release : 2021-03-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 55X/5 ( reviews)
Book Synopsis Image Processing by : Maria M. P. Petrou
Download or read book Image Processing written by Maria M. P. Petrou. This book was released on 2021-03-22. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Majid Mirmehdi
Release : 2008
Genre : Computers
Kind : eBook
Book Rating : 158/5 ( reviews)
Book Synopsis Handbook of Texture Analysis by : Majid Mirmehdi
Download or read book Handbook of Texture Analysis written by Majid Mirmehdi. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: 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 analysis must be sought out through a variety of research papers. This collection of chapters brings together in one handy volume the major topics of importance, and categorizes the various techniques into comprehensible concepts. The methods covered will not only be relevant to those working in computer vision, but will also be of benefit to the computer graphics, psychophysics, and pattern recognition communities, academic or industrial.
Author :
Release : 2024
Genre :
Kind : eBook
Book Rating : 091/5 ( reviews)
Book Synopsis Image Processing by :
Download or read book Image Processing written by . This book was released on 2024. Available in PDF, EPUB and Kindle. Book excerpt:
