Image Texture Analysis: Foundations, Models and Algorithms - Softcover

Hung, Chih-Cheng; Song, Enmin; Lan, Yihua

Softcover

ISBN 10: 3030137740 ISBN 13: 9783030137748

Publisher: Springer, 2019

Synopsis

Part I: Existing Models and Algorithms for Image Texture

Image Texture, Texture Features, and Image Texture Classification and Segmentation

Texture Features and Image Texture Models

Algorithms for Image Texture Classification

Dimensionality Reduction and Sparse Representation

Part II: The K-Views Models and Algorithms

Basic Concept and Models of the K-Views

Using Datagram in the K-Views Model

Features-Based K-Views Model

Advanced K-Views Algorithms

Part III: Deep Machine Learning Models for Image Texture Analysis

Foundations of Deep Machine Learning in Neural Networks

Convolutional Neural Networks and Texture Classification

Edition details

• Publisher: Springer
• Publication date: 2019
• Language: English
• ISBN 10: 3030137740
• ISBN 13: 9783030137748
• Binding: Paperback