Please use this identifier to cite or link to this item:
PIRA download icon_1.1View/Download Full Text
Title: Intelligent textiles : designing a gesture-controlled illuminated textile based on computer vision
Authors: Tan, J 
Shao, L 
Lam, NYK
Toomey, A
Ge, L 
Issue Date: Sep-2022
Source: Textile research journal, Sept 2022, v. 92, no. 17-18, p. 3034-3048
Abstract: Artificial intelligence (AI) offers the potential for the development of e-textiles that give wearers a smart and intuitive experience. An emerging challenge in intelligent materials design is hand gesture recognition textiles. Most current research focuses on number gesture recognition via smart gloves, so there is a gap in research that studies contact-less number gesture recognition textiles via computer vision. Meanwhile, there is lack of exploration on the integration of illuminating function and number gesture recognition textiles to improve interactivity by real-time visualizing detection results. In this research, a novel interactive illuminating textile with a touch-less number gesture recognition function has been designed and fabricated by using an open-source AI model. It is used in sync with a polymeric optical fiber textile with illuminative features. The textile is color-changing, controlled by the system's mid-air interactive number gesture recognition capability and has a woven stripe pattern and a double-layer weave structure with open pockets to facilitate integration of the system's components. Also described here is a novel design process that permits textile design and intelligent technology to integrate seamlessly and in synchronization, so that design in effect mediates continuously between the physical textile and the intangible technology. Moreover, this design method serves as a reference for the integration of open-source intelligent hardware and software into e-textiles for enhancement of the intuitive function and value via economy of labor.
Keywords: Hand gesture recognition
Intelligent textile design
Polymeric optical fiber
Publisher: SAGE Publications
Journal: Textile research journal 
ISSN: 0040-5175
EISSN: 1746-7748
DOI: 10.1177/00405175211034245
Rights: This is the accepted version of the publication Tan J, Shao L, Lam NYK, Toomey A, Ge L. Intelligent textiles: designing a gesture-controlled illuminated textile based on computer vision. Textile Research Journal. 2022;92(17-18):3034-3048. Copyright © 2021 (The Author(s)). DOI:10.1177/00405175211034245.
Appears in Collections:Journal/Magazine Article

Files in This Item:
File Description SizeFormat 
Tan_Intelligent_Textiles_Designing.pdfPre-Published version1.74 MBAdobe PDFView/Open
Open Access Information
Status open access
File Version Final Accepted Manuscript
View full-text via PolyU eLinks SFX Query
Show full item record

Page views

Last Week
Last month
Citations as of May 28, 2023


Citations as of May 28, 2023


Citations as of May 25, 2023


Citations as of May 25, 2023

Google ScholarTM



Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.