Applications of Computer Vision in Fashion and Textiles


Book 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. - 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




Artificial Intelligence for Fashion


Book Description

Learn how Artificial Intelligence (AI) is being applied in the fashion industry. With an application focused approach, this book provides real-world examples, breaks down technical jargon for non-technical readers, and provides an educational resource for fashion professionals. The book investigates the ways in which AI is impacting every part of the fashion value chain starting with product discovery and working backwards to manufacturing. Artificial Intelligence for Fashion walks you through concepts, such as connected retail, data mining, and artificially intelligent robotics. Each chapter contains an example of how AI is being applied in the fashion industry illustrated by one major technological theme. There are no equations, algorithms, or code. The technological explanations are cumulative so you'll discover more information about the inner workings of artificial intelligence in practical stages as the book progresses. What You’ll Learn Gain a basic understanding of AI and how it is used in fashion Understand key terminology and concepts in AI Review the new competitive landscape of the fashion industry Conceptualize and develop new ways to apply AI within the workplaceWho This Book Is For Fashion industry professionals from designers, managers, department heads, and executives can use this book to learn about how AI is impacting roles in every department and profession.




Digital Visions for Fashion and Textiles


Book Description

The latest innovation in textiles design, paired with images that range from digital patterns to catwalk shots of the finished article The invention of the Jacquard loom in eighteenth-century France paved the way for computing and revolutionary change. From its punch-card origins, code has evolved to define and enable new methods in design, making, visualization, production and communication, achieving the previously unimaginable. Digital Visions for Fashion + Textiles: Made in Code considers how computing has reinvented image, material and structural processes, highlighting newly advancing 2D, 3D and interactive output. Pioneering shifts of practice have developed from hybrid technical and creative collaborations. Digital and analogue fusions are defining new contexts for the innovative fabrication of surfaces, products and environments. Twenty-two of the most forward-thinking practitioners, established and emerging, who have embraced developing digital technologies are profiled. Featured are household names, such as Hussein Chalayan, Prada and Issey Miyake, early pioneers (Vibeke Riisberg, Peter Struycken) and more independent, avant-garde individuals (Iris van Herpen, Casey Reas, Tom Gallant). Complete with a reference section and bibliographic information, this unique and richly illustrated book is the perfect resource and inspiration for designers, students, industry professionals, and anyone looking for an exploration of how computer technology has creatively permeated fashion, textiles and related digital sectors. A richly illustrated exploration of how computer technology has creatively permeated fashion, textiles and related digital sectors. Features profiles of 22 of the most forward-thinking creative practitioners at the vanguard of these developments. Includes essential list of key biographies and bibliography.







Artificial Intelligence on Fashion and Textiles


Book Description

The book includes the Proceedings of the Artificial Intelligence on Fashion and Textiles conference 2018 which provides state-of-the-art techniques and applications of AI in the fashion and textile industries. It is essential reading for scientists, researchers and R&D professionals working in the field of AI with applications in the fashion and textile industry; managers in the fashion and textile enterprises; and anyone with an interest in the applications of AI. Over the last two decades, with the great advancement of computer technology, academic research in artificial intelligence (AI) and its applications in fashion and textile supply chain has been becoming a very hot topic and has received greater attention from both academics and industrialists. A number of AI-related techniques has been successfully employed and proven to handle the problems including fashion sales forecasting, supply chain optimization, planning and scheduling, textile material defect detection, fashion and textile image recognition, fashion image and style retrieval, human body modeling and fitting, etc.




Automation in Garment Manufacturing


Book Description

Automation in Garment Manufacturing provides systematic and comprehensive insights into this multifaceted process. Chapters cover the role of automation in design and product development, including color matching, fabric inspection, 3D body scanning, computer-aided design and prototyping. Part Two covers automation in garment production, from handling, spreading and cutting, through to finishing and pressing techniques. Final chapters discuss advanced tools for assessing productivity in manufacturing, logistics and supply-chain management. This book is a key resource for all those engaged in textile and apparel development and production, and is also ideal for academics engaged in research on textile science and technology. - Delivers theoretical and practical guidance on automated processes that benefit anyone developing or manufacturing textile products - Offers a range of perspectives on manufacturing from an international team of authors - Provides systematic and comprehensive coverage of the topic, from fabric construction, through product development, to current and potential applications




Visual Sensors


Book Description

Visual sensors are able to capture a large quantity of information from the environment around them. A wide variety of visual systems can be found, from the classical monocular systems to omnidirectional, RGB-D, and more sophisticated 3D systems. Every configuration presents some specific characteristics that make them useful for solving different problems. Their range of applications is wide and varied, including robotics, industry, agriculture, quality control, visual inspection, surveillance, autonomous driving, and navigation aid systems. In this book, several problems that employ visual sensors are presented. Among them, we highlight visual SLAM, image retrieval, manipulation, calibration, object recognition, navigation, etc.




Handbook of Research on Machine Learning Applications and Trends: Algorithms, Methods, and Techniques


Book Description

"This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic algorithms and in their application to real-life problems"--Provided by publisher.




Handbook of Artificial Intelligence Applications for Industrial Sustainability


Book Description

The subject of Artificial Intelligence (AI) is continuing on its journey of affecting each and every individual and will keep on this path in the times to come. This handbook is a collection of topics on the application of artificial intelligence applications for sustainability in different areas. It provides an insight into the various uses of concepts and practical examples for different domains all in one place, which makes it unique and important for the potential reader. Handbook of Artificial Intelligence Applications for Industrial Sustainability: Concepts and Practical Examples examines the influence of AI and how it can be used in several industries to improve corporate performance, reduce security concerns, improve customer experience, and ultimately generate value for customers and maximize profits. The handbook offers practical examples, concepts, and applications that provide an easy understanding and implementation process. It provides AI applications in many fields, such as sustainable credit decisions, cyber security and fraud prevention, warehouse management, and much more. This handbook will provide insight to customers, managers, professionals, engineers, researchers, and students on the various uses of AI and sustainability in different domains. All of this needed information compiled into one handbook makes it unique and important for the engineering, business, and computer science communities.




Creative Textile Industry


Book Description