Feature-based reverse engineering of mannequin for garment design

Au, Chi Kit; Yuen, M.M.F.

doi:10.1016/s0010-4485(99)00068-8

Cited by 59 publications

(33 citation statements)

References 15 publications

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“…The stochastic forest algorithm [5][6][7][8] uses the bagging model to construct a number of independent trees by using a stochastic, random set of training sample sets and stochastic feature sets. The algorithm uses several independent decision tree to vote for the prediction As a result, the algorithm flow is as follows:…”

Section: Feature Recognition Of 3d Humanmentioning

confidence: 99%

Application of Random Forest to the Prototying of the 3D Garment

Wang¹,

Yuan²,

Dun³

2016

Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016)

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Abstract-A digital 3D scanning technique for human body is proposed. Firstly, feature point recognition is carried out on point cloud model of 3D sweeping human body. This method adopts the more mature random forest algorithm, and the algorithm has higher recognition effect. Then, based on the recognition of the feature points, the clothing garment of 3D clothing was constructed by Bezier curve, including the shoulder piece, the chest piece, the abdominal piece and the back piece, and the clothing was simulated. Then cut parts of the garment using the level of B-spline editing, making it more suitable for 3D human body model. Finally, the Euler algorithm is used to simulate the 3D garment. The experimental results show that the method is simple, effective and feasible.Keywords-3D scanning body; random forest prototying of the 3D Garment

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Section: Feature Recognition Of 3d Humanmentioning

confidence: 99%

Application of Random Forest to the Prototying of the 3D Garment

Wang¹,

Yuan²,

Dun³

2016

Proceedings of the 2016 2nd International Conference on Artificial Intelligence and Industrial Engineering (AIIE 2016)

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“…Au and M.M.F. Yuen [1] propose a feature-based reverse engineering method for mannequin in garment design. An automated reverse engineering approach for human torsos creates accurate parameterized models.…”

Section: Literature Surveymentioning

confidence: 99%

Modeling of Complex and Freeform Surfaces by using Reverse Engineering Approach

Jadhav¹

2016

IOSR

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“…Međutim, u tom slučaju se nije moglo doći do potpunih podataka sa 3D modela ljudskog tela, pa je bilo teško stvarati praktične odevne uzorke. Nedavno su, usled razvitka tehnologije merenja bez kontakta, podaci sa 3D ljudskog tela postali dostupni i urađeno je mnogo studija vezanih za ovu temu (McCartney et al, 2000;Daanen & Water, 1998;Au & Yuen, 1999;Paquette, 1996). Kim et al su pokušali da stvore uzorke odeće kombinovanjem podataka sa 3D ljudskog modela i odevnog modela.…”

Section: Primena Računarskog Sistemaunclassified

Primena računarskih sistema u modnoj industriji sa tendencijom prilagođavanja unikatnih modela serijskoj proizvodnji

Maksimović¹

2015

Proceedings of the International Scientific Conference - Synthesis 2015

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Apstrakt:Analiza inovativnih postupaka i strategija u dizajnu, menadžmentu i marketingu u modnoj industriji potvrđuje mogućnost daljeg razvoja kroz primenu visokih tehnologija, sa akcentom na elektronici i digitalnoj tehnologiji. Na pitanje od kojih se novih tehnologija očekuje da će izazvati revoluciju u modnoj industriji na globalnom planu i na koji način, odgovor je prilično složen. Naglasak je pre svega na onim tehnologijama koje omogućavaju proizvodu da održi svoj digitalni identitet na zavidnom nivou, uključujući i distribuciju proizvoda. Činjenica je da Internet kao globalna mreža predstavlja značajno sredstvo komunikacije, koje prenosi bitne informacije o proizvodu na globalnom nivou. Razvoj digitalnog dodira i digitalizovanog mirisa pružiće klijentima sve neophodne informacije pri kupovini i izboru odevnog predmeta, bez prethodnog fizičkog kontakta sa uzorkom. Naime, sama proizvodnja mora da postane proces prelaska iz digitalnog ka fizičkom. Kroz interdisciplinarnost i sintezu novih materijala, novih tehnologija i dizajna, uključujući i komercijalni aspekt, rad ukazuje na nove puteve, metode i donosi zaključke da su koncept i kvalitet dizajna u svakom aspektu od presudnog značaja za buduća istraživanja i napredak u modnoj industriji. Abstract:The analysis of innovative procedures and strategies used in design, management and marketing in the fashion industry indicates the possibility of further development through application of high-technology, with a special emphasis on electronics and digital technology. The answer to the question regarding the type of technology that is expected to cause breakthrough in the fashion industry at the global level, is rather complex. The emphasis is primarily on those technologies that allow the product to maintain its original digital identity at a high level, including the product distribution. It is well-known that the Internet as a global network represents an important means of communication, which conveys important information about the product on a global scale. The development of 'digital touch' and 'digital smell' will provide customers with necessary information when choosing and purchasing an item of clothing, without prior physical contact with the sample. Namely, the production itself must become a process of conversion from digital to physical. The product should assume physical form at some point, but such process is quite tedious and time-consuming. Through interdisciplinarity and synthesis of new materials, the latest technologies and designs, including the commercial aspect, the paper reveals the new ways and methods, and reaches the conclusion that the concept and design quality are of vital importance for future research and advancement in the fashion industry.Ključne reči: modna industrija, digitalne tehnologije, digitalna izrada krojnih slika, 3D simulacija modela. UVODRazvoj tehnološkog proizvodnog sistemama u modnoj industriji doveo je do značajnih promena u pogledu globalne industrijske automatizacije. Intenzivno ulaganje u proizvodni sistem i ...

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Feature-based reverse engineering of mannequin for garment design

Cited by 59 publications

References 15 publications

Application of Random Forest to the Prototying of the 3D Garment

Application of Random Forest to the Prototying of the 3D Garment

Modeling of Complex and Freeform Surfaces by using Reverse Engineering Approach

Primena računarskih sistema u modnoj industriji sa tendencijom prilagođavanja unikatnih modela serijskoj proizvodnji

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