Image Texture Analysis: Foundations, Models and Algorithms
Author:   Chih-Cheng Hung ,  Enmin Song ,  Yihua Lan
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
ISBN:  

9783030137755


Pages:   258
Publication Date:   06 October 2020
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Image Texture Analysis: Foundations, Models and Algorithms


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Author:   Chih-Cheng Hung ,  Enmin Song ,  Yihua Lan
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Weight:   0.454kg
ISBN:  

9783030137755


ISBN 10:   3030137759
Pages:   258
Publication Date:   06 October 2020
Audience:   College/higher education ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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

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Author Information

Dr. Chih-Cheng Hung is a Tenured Professor of Computer Science in the College of Computing and Software Engineering at Kennesaw State University, where he serves as the Director of the Center for Machine Vision and Security Research. He also holds the position of YinDu Scholar at Anyang Normal University, China. Dr. Enmin Song is a Professor and Director of the Department of Computer Science and Application at Huazhong University of Science and Technology, Wuhan, China. Dr. Yihua Lan is an Associate Professor of Computer Science in the School of Computer and Information Technology at Nanyang Normal University, China.

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