Applications of Computer Vision in Fashion and Textiles
- 1st Edition - October 10, 2017
- Latest edition
- Editor: Calvin Wong
- Language: English
- Hardback ISBN:9 7 8 - 0 - 0 8 - 1 0 1 2 1 7 - 8
- eBook ISBN:9 7 8 - 0 - 0 8 - 1 0 1 2 1 8 - 5
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… Read more
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.
- 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
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
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
Part 4: Human shape modeling and estimation for fashion
Chapters 12 - 14: Human shape modeling
Xiaowu Chen, State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University, P.R. China
Yu Guo, State Key Laboratory of Virtual Reality Technology and Systems, School of Computer Science and Engineering, Beihang University, P.R. China
Sungmin Kim, Graduate School of Polymer Science and Engineering, Chonnam National University, Gwangju, South Korea
Gaoming Jiang, Engineering Research Center for Knitting Technology, Jiangnan University, Wuxi, China
Chapter 15: Precise shape estimation of dressed subjects from two-view image sets
P.Y. Mok, Institute of Textiles and Clothing, The Hong Kong polytechnic University
- Edition: 1
- Latest edition
- Published: October 10, 2017
- Language: English
CW
Calvin Wong
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 KongRead Applications of Computer Vision in Fashion and Textiles on ScienceDirect