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Article: A new method to evaluate the dynamic air gap thickness and garment sliding of virtual clothes during walking

TitleA new method to evaluate the dynamic air gap thickness and garment sliding of virtual clothes during walking
Authors
Keywordsdynamic air gap thickness
body–clothes interaction
3D garment vector field (3DGVF)
dynamic clothing fit
garment sliding
Issue Date2019
Citation
Textile Research Journal, 2019, v. 89, n. 19-20, p. 4148-4161 How to Cite?
Abstract© The Author(s) 2019. With the development of e-shopping, there is a significant growth in clothing purchases online. However, the virtual clothing fit evaluation is still under-researched. In the literature, the thickness of the air layer between the human body and clothes is a dominant geometric indicator to evaluate the clothing fit. However, such an approach has only been applied to the stationary positions of the mannequin/human body. Physical indicators such as the pressure/tension of a virtual garment fitted on the virtual body in a continuous motion are also proposed for clothing fit evaluation. Neither geometric nor physical evaluations consider the interaction of the garment with the body, e.g., the sliding of the garment along the human body. In this study, a new framework was proposed to automatically determine the dynamic air gap thickness. First, the dynamic dressed character sequence was simulated in three-dimensional (3D) clothing software via importing the body parameters, cloth parameters, and a walking motion. Second, a cost function was defined to convert the garment in the previous frame to the local coordinate of the next frame. The dynamic air gap thickness between clothes and the human body was determined. Third, a new metric, the 3D garment vector field was proposed to represent the movement flow of the dynamic virtual garment, whose directional changes are calculated by cosine similarity. Experimental results show that our method is more sensitive to the small air gap thickness changes compared with state-of-the-art methods, allowing it to more effectively evaluate clothing fit in a virtual environment.
Persistent Identifierhttp://hdl.handle.net/10722/288587
ISSN
2023 Impact Factor: 1.6
2023 SCImago Journal Rankings: 0.461
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorHu, Pengpeng-
dc.contributor.authorHo, Edmond S.L.-
dc.contributor.authorAslam, Nauman-
dc.contributor.authorKomura, Taku-
dc.contributor.authorShum, Hubert P.H.-
dc.date.accessioned2020-10-12T08:05:21Z-
dc.date.available2020-10-12T08:05:21Z-
dc.date.issued2019-
dc.identifier.citationTextile Research Journal, 2019, v. 89, n. 19-20, p. 4148-4161-
dc.identifier.issn0040-5175-
dc.identifier.urihttp://hdl.handle.net/10722/288587-
dc.description.abstract© The Author(s) 2019. With the development of e-shopping, there is a significant growth in clothing purchases online. However, the virtual clothing fit evaluation is still under-researched. In the literature, the thickness of the air layer between the human body and clothes is a dominant geometric indicator to evaluate the clothing fit. However, such an approach has only been applied to the stationary positions of the mannequin/human body. Physical indicators such as the pressure/tension of a virtual garment fitted on the virtual body in a continuous motion are also proposed for clothing fit evaluation. Neither geometric nor physical evaluations consider the interaction of the garment with the body, e.g., the sliding of the garment along the human body. In this study, a new framework was proposed to automatically determine the dynamic air gap thickness. First, the dynamic dressed character sequence was simulated in three-dimensional (3D) clothing software via importing the body parameters, cloth parameters, and a walking motion. Second, a cost function was defined to convert the garment in the previous frame to the local coordinate of the next frame. The dynamic air gap thickness between clothes and the human body was determined. Third, a new metric, the 3D garment vector field was proposed to represent the movement flow of the dynamic virtual garment, whose directional changes are calculated by cosine similarity. Experimental results show that our method is more sensitive to the small air gap thickness changes compared with state-of-the-art methods, allowing it to more effectively evaluate clothing fit in a virtual environment.-
dc.languageeng-
dc.relation.ispartofTextile Research Journal-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectdynamic air gap thickness-
dc.subjectbody–clothes interaction-
dc.subject3D garment vector field (3DGVF)-
dc.subjectdynamic clothing fit-
dc.subjectgarment sliding-
dc.titleA new method to evaluate the dynamic air gap thickness and garment sliding of virtual clothes during walking-
dc.typeArticle-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1177/0040517519826930-
dc.identifier.scopuseid_2-s2.0-85061926962-
dc.identifier.volume89-
dc.identifier.issue19-20-
dc.identifier.spage4148-
dc.identifier.epage4161-
dc.identifier.isiWOS:000485879100023-
dc.identifier.issnl0040-5175-

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