0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Image processing

Buy Now

Image Texture Analysis - Foundations, Models and Algorithms (Hardcover, 1st ed. 2019) Loot Price: R1,914
Discovery Miles 19 140
Image Texture Analysis - Foundations, Models and Algorithms (Hardcover, 1st ed. 2019): Chih-Cheng Hung, Enmin Song, Yihua Lan

Image Texture Analysis - Foundations, Models and Algorithms (Hardcover, 1st ed. 2019)

Chih-Cheng Hung, Enmin Song, Yihua Lan

 (sign in to rate)
Loot Price R1,914 Discovery Miles 19 140 | Repayment Terms: R179 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

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.

General

Imprint: Springer Nature Switzerland AG
Country of origin: Switzerland
Release date: June 2019
First published: 2019
Authors: Chih-Cheng Hung • Enmin Song • Yihua Lan
Dimensions: 235 x 155 x 20mm (L x W x T)
Format: Hardcover
Pages: 258
Edition: 1st ed. 2019
ISBN-13: 978-3-03-013772-4
Categories: Books > Computing & IT > Applications of computing > Image processing > General
Promotions
LSN: 3-03-013772-4
Barcode: 9783030137724

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Process Tomography - Principles…
M.S. Beck, Williams Hardcover R1,480 Discovery Miles 14 800
Story Structure and Development - A…
Craig Caldwell Hardcover R4,778 Discovery Miles 47 780
Digital Video Editing with Final Cut…
Charles Roberts Paperback R806 Discovery Miles 8 060
The Photography Storytelling Workshop…
Finn Beales Paperback R444 Discovery Miles 4 440
Drawn to Life: 20 Golden Years of Disney…
Walt Stanchfield Paperback R2,258 Discovery Miles 22 580
Cardiovascular and Coronary Artery…
Ayman S. El-Baz, Jasjit S. Suri Paperback R4,040 Discovery Miles 40 400
Digital Image Processing Applications
Paulo E. Ambrosio Hardcover R3,336 Discovery Miles 33 360
Industrial Tomography - Systems and…
M. Wang Paperback R7,483 Discovery Miles 74 830
Next-Generation Applications and…
Filipe Portela, Ricardo Queiros Hardcover R7,211 Discovery Miles 72 110
Advancements in Bio-Medical Image…
Rijwan Khan, Indrajeet Kumar Hardcover R8,630 Discovery Miles 86 300
Recent Trends in Computer-aided…
Saptarshi Chatterjee, Debangshu Dey, … Paperback R2,729 Discovery Miles 27 290
Handbook of Pediatric Brain Imaging…
Hao Huang, Timothy Roberts Paperback R3,751 Discovery Miles 37 510

See more

Partners