Applications of Computer Vision in Fashion and Textiles - 1st Edition - ISBN: 9780081012178, 9780081012185

Applications of Computer Vision in Fashion and Textiles

1st Edition

Editors: Calvin Wong
eBook ISBN: 9780081012185
Hardcover ISBN: 9780081012178
Imprint: Woodhead Publishing
Published Date: 10th October 2017
Page Count: 312
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Table of Contents

Part 1: Fundamentals of common computer vision techniques for fashion and textile applications

Chapter 1: Fundamentals of common computer vision techniques for textile quality control

W.K. Wong (editor), Institute of Textiles and Clothing, The Hong Kong polytechnic University

Chapter 2: Fundamentals of common computer vision techniques for fashion and textile recognition, modeling and retrieval

W.K. Wong (editor), Institute of Textiles and Clothing, The Hong Kong polytechnic University

Part 2: Computer vision techniques for textile quality control

Chapters  3 - 6: Wavelet transform , Gibor filter, Fourier transform, neural network technique

W.K. Wong (editor), Institute of Textiles and Clothing, The Hong Kong polytechnic University

Wen Zhijie, Department of Mathematics, College of Sciences, Shanghai University, Shanghai, China

Chung-Feng Jeffrey Kuo, Department of Materials Science and Engineering, National Taiwan University of Science & Technology

Abdel Salam Malek, Universite´ de Haute Alsace (UHA), France

Part 3: Fashion and textile recognition, modeling and retrieval

Chapter 7: Fashion extraction and segmentation

Marco Manfredi, Università degli Studi di Modena e Reggio Emilia, Italy

Costantino Grana, Università degli Studi di Modena e Reggio Emilia, Italy

Chapter 8: Fashion accessory segmentation

Proposed Author: Wen Jiajun, Harbin Institute of Technology, China

Chapter 9: Cloth modelling and simulation

Jia Lu, Department of Mechanical and Industrial Engineering, The University of Iowa

Chapter 10: Fashion modeling

Kota Yamaguchi, Stony Brook University, Stony Brook, NY, USA

M. Hadi Kiapour, UNC at Chapel Hill, Chapel Hill, NC, USA

Chapter 11: Textile image retrieval

Cui Yan, Nanjing University of Science and Technology, China

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Description

Applications of Computer Vision in Fashion and Textiles provides a systematic and comprehensive discussion of three key areas that are taking advantage of developments in computer vision technology, namely textile defect detection and quality control, fashion recognition and 3D modeling, and 2D and 3D human body modeling for improving clothing fit. It introduces the fundamentals of computer vision techniques for fashion and textile applications, also reviewing computer vision techniques for textile quality control, including chapters on wavelet transforms, Gibor filters, Fourier transforms, and neural network techniques. Final sections cover recognition, modeling, retrieval technologies and advanced human shape modeling techniques.

The book is essential reading for scientists and researchers working in the field of fashion production, quality assurance, product development, textiles, fashion supply chain managers, R&D professionals and managers in the textile industry.

Key Features

  • Explores computer vision technology with reference to improving budget, quality and schedule control in textile manufacturing
  • Provides a thorough understanding of the role of computer vision in developing intelligent systems for the fashion and textiles industries
  • Elucidates the connections between human body modeling technology and intelligent manufacturing systems

Readership

Scientists and researchers working in the field of fashion production, quality assurance, and product development; textiles and fashion supply chain managers; R&D professionals and managers in the textile industry; and anyone with an interest in the applications of computer vision technology


Details

No. of pages:
312
Language:
English
Copyright:
© Woodhead Publishing 2018
Published:
Imprint:
Woodhead Publishing
eBook ISBN:
9780081012185
Hardcover ISBN:
9780081012178

Ratings and Reviews


About the Editors

Calvin Wong Editor

W. K. Wong is full professor at The Hong Kong Polytechnic University, Hong Kong and is currently with the endowed professorship title as Cheng Yik Hung Professor in Fashion. His areas of research range from computer vision to artificial intelligence with applications in the textile and fashion industries. He has published over hundred research articles in high-impact artificial intelligence related journals and serves as editorial board member of several journals. He also provides consultancy services to fashion and textile companies in the industry.

Affiliations and Expertise

Institute of Textiles and Clothing, The Hong Kong Polytechnic University, Hong Kong