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Applications of Computer Vision in Fashion and Textiles
Provides detailed coverage of the principles, state-of-the-art techniques and applications of computer vision in the fashion and textiles industries
Calvin Wong (Edited by)
9780081012178
Hardback, published 10 October 2017
312 pages
22.9 x 15.1 x 2.3 cm, 0.63 kg
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.
Part 1: Fundamentals of common computer vision techniques for fashion and textile applications 1. Fundamentals of common computer vision techniques for textile quality control 2. Fundamentals of common computer vision techniques for fashion and textile recognition, modeling and retrieval Part 2: Computer vision techniques for textile quality control 3-6. Wavelet transform, Gibor filter, Fourier transform, neural network technique Part 3: Fashion and textile recognition, modeling and retrieval 7. Fashion extraction and segmentation 8. Fashion accessory segmentation 9. Cloth modelling and simulation 10. Fashion modeling 11. Textile image retrieval Part 4: Human shape modeling and estimation for fashion 12-14. Human shape modeling 15. Precise shape estimation of dressed subjects from two-view image sets
Subject Areas: Materials science [TGM], Textile & fibre technology [TDH]
