• Title/Summary/Keyword: 착용성

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Real-time mask facial expression recognition using Tiny-YOLOv3 and ResNet50 (Tiny-YOLOv3와 ResNet50을 이용한 실시간 마스크 표정인식)

  • Park, Gyuri;Park, Nayeon;Kim, Seungwoo;Kim, Seunghye;Kim, Jinsan;Ko, Byungchul
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • fall
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    • pp.232-234
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    • 2021
  • 최근 휴먼-컴퓨터 인터페이스, 가상현식, 증강현실, 지능형 자동차등에서 얼굴표정 인식에 대한 연구가 활발히 진행되고 있다. 얼굴표정인식 연구는 대부분 맨얼굴을 대상으로 하고 있지만 최근 코로나-19로 인해 마스크 착용한 사람들이 많아지면서, 마스크를 착용했을 때의 표정인식에 대한 필요성이 증가하고 있다. 본 논문은 마스크를 착용했을 때에도 실시간으로 표정 분류가 가능한 시스템개발을 목표로 구동에 필요한 알고리즘을 조사했고, 그 중 Tiny-YOLOv3와 ResNet50 알고리즘을 이용하기로 했다. 얼굴과 표정 데이터셋 등에서 모은 이미지 데이터를 사용하여 실행해 보고 그 적절성 및 성능에 대해 평가해 보았다.

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A Study on Leggings for Athletic Leisure (애슬레저용 레깅스에 관한 연구)

  • Cha, Su-Joung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.323-324
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    • 2021
  • 본 연구는 애슬레저 레깅스의 주 소비층인 20대 여성의 체형에 적합한 레깅스 패턴을 개발하기 위한 선행연구로, 20대 대학생을 대상으로 레깅스의 착용실태를 알아보고 애슬레저 레깅스의 선호도를 파악하고자 하였다. 본 연구는 20대 여대생 189명을 대상으로 하였으며, 구글 설문지를 통해 조사하였다. 분석은 SPSS 26.0 프로그램을 활용하였다. 레깅스는 운동용으로 착용하고 검은색의 발목까지 오는 밀착되는 기본 레깅스 디자인에 대한 선호가 높았으며, Y존 부위에 대한 불편함을 호소하는 경우가 많았다. 동작 시에는 허리가 노출되는 것에 대한 불편함을 호소하는 경우가 많았다. 선호 브랜드는 아디다스가 가장 많았고 레깅스에 몸매 보정 기능이 추가되기를 원하였다. 선호하는 브랜드를 구매했을 경우 디자인, 치수, 소재, 활동성, 내구성 등 대부분 항목에서 만족도가 높았다. 원단을 고려하여 레깅스를 구매한 경우에는 봉제상태에 대한 만족도가 높고, 브랜드를 고려하여 구매한 경우 가격에 대한 만족도가 높은 것으로 나타났다. 본 연구의 결과를 일반화시키는 데 주의하여야 하며, 향후 연구에서는 좀 더 포괄적인 연령대와 남성에 대한 조사가 이루어져야 할 것으로 생각된다.

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Fashion Bag design study with wearable technology (착용가능한 기술을 적용한 패션 가방디자인)

  • Hong, Sungdae
    • Journal of the Korea Computer Graphics Society
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    • v.18 no.4
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    • pp.17-23
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    • 2012
  • The convergence of IT technology and fashion is a marked trend in recent years induding sportswear, m-dress (mobile phone dress), and wearable computing. Despite continued research and record high development in the field, however, there still are unsettled issues like power supply, fit, washability and mobility when it comes to commercializing technological fashion product. In this context, this thesis is to propose feasible technology effectively applied to a portable bag. The first case is a bag designed to maximize sensitivity for a family who enjoys leisure activities often. The second one is a limited editionHaute Couture style bag targeting single women in their 20s and 30s. These two case studies are an attempt to demonstrate the possibility of applying wearable technology to a product design.

3D Reconstruction of a Single Clothing Image and Its Application to Image-based Virtual Try-On (의상 이미지의 3차원 의상 복원 방법과 가상착용 응용)

  • Ahn, Heejune;Minar, Matiur Rahman
    • Journal of Korea Society of Industrial Information Systems
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    • v.25 no.5
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    • pp.1-11
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    • 2020
  • Image-based virtual try-on (VTON) is becoming popular for online apparel shopping, mainly because of not requiring 3D information for try-on clothes and target humans. However, existing 2D algorithms, even when utilizing advanced non-rigid deformation algorithms, cannot handle large spatial transformations for complex target human poses. In this study, we propose a 3D clothing reconstruction method using a 3D human body model. The resulting 3D models of try-on clothes can be more easily deformed when applied to rest posed standard human models. Then, the poses and shapes of 3D clothing models can be transferred to the target human models estimated from 2D images. Finally, the deformed clothing models can be rendered and blended with target human representations. Experimental results with the VITON dataset used in the previous works show that the shapes of reconstructed clothing are significantly more natural, compared to the 2D image-based deformation results when human poses and shapes are estimated accurately.

Why Are People Wearing Masks When They Are Relieved of Their Obligation? -Choosing Under Uncertainty by News Big Data Analysis (착용 의무 해제에도 마스크를 쓰는 이유 -뉴스 빅데이터 분석으로 확인한 불확실성하의 선택)

  • Ki-Ryang Seo;SangKhee Lee
    • The Journal of the Convergence on Culture Technology
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    • v.9 no.4
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    • pp.113-119
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    • 2023
  • Despite the lifting of the mandatory wearing of masks, which was the main tool of the COVID-19 quarantine policy, we paid attention to the fact that some people are still wearing masks, and we wanted to clarify why people do not take off their masks. Through a survey in this regard, we were able to ascertain why some people continue to wear masks in a broader context. In this article, we directly and indirectly confirm the hidden side of citizens' continued wearing of masks by analyzing how the lifting of the mask-wearing obligation was reported in media articles that have a significant impact on citizens' behavior and attitude. Through this, it was confirmed that citizens continue to wear masks to protect themselves in an uncertain situation where the COVID-19 endemic has not been declared, despite the quarantine authorities' announcement of lifting the mandatory wearing. In a situation where crises such as COVID-19 are expected to repeat frequently in the future, it was concluded that it is important to build trust in the quarantine authorities.

Change of physical property on PET and PTT yarn after heat treatment (PET와 PTT사의 열처리후 물성변화)

  • 김일래;김광수
    • Proceedings of the Korean Fiber Society Conference
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    • 2003.04a
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    • pp.337-338
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    • 2003
  • PTT(poly trimethylene terephthalate)섬유는 PET(polyethylene terephthalate)섬유에 비하여 탄성 (elasticity)가 우수하고 염색성이 PET와 유사한 점에서 차세대섬유로 분류되고 있다. 분자의 구조가 trans-trans의 fully extended chain(rod shape)형태인 PET에 비하여 trans-gauche-gauche-trans의 스프링과 같은 extended zigzag(helix shape)이어서 탄성회복성이 우수하다. 또한 PTT의 탄성계수값은 PET에 비하여 $\frac{1}{2}$정도이다. 의복을 착용중 신장과 수축을 반복하는 과정에서 섬유는 탄성을 점차 상실하게 되는데, 이 응력완화의 변화특성에 따라서 착용감이 영향을 끼친다. (중략)

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Identifying the Causal Relationships of Appearance Management through an Analysis of One's Own Clothing and Wearing Experiences over a 10-day Period (10일 동안 선택한 자신의 의복 및 착용 경험의 분석을 통한 외모관리에 대한 관련성 연구)

  • Moody, Wendy;Kinderman, Peter;Sinha, Pammi;You, Kyung-Sook
    • Journal of the Korean Society of Clothing and Textiles
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    • v.33 no.6
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    • pp.841-852
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    • 2009
  • The aim of the study was to quantify and explore the causal relationships of appearance management through an analysis of one's own clothing and wearing experience, namely clothing preference, personality factors, emotion and mood, newness, familiarity of one's own clothing, and social interaction. Explorative quantitative and qualitative research was carried out using a uniformly composed sample of 10 size 12 females. A personality questionnaire was completed a short while prior to the study. A 10 day ‘wearing diary’ was administered to record where and when outfits were worn. Two questionnaires were completed measure emotion and mood, prior to changing into clothing (a daily baseline), and when they were wearing or changed clothing (dynamic mood). Qualitative information was recorded and included their thoughts and feelings other than the questionnaires, along with photographs that were taken by participants. Preference, social and newness ratings for each outfit worn were recorded after the 10 day period. SPSS analysis identified relationships and linear regression analysis identified preference indicators. Thematic analysis identified 9 themes regarding the management of mood, personality and social factors when wearing one's own clothing. The results indicated strong relationships between emotion, mood, personality and preference and how much newness and different levels of social interaction influence these factors. Participants tended to match their mood and personality with their clothing choices but in some cases also compensated. This research recognises the value of consumer psychological processes involved in appearance management, and has implications for further research into product involvement, post-purchase behaviour and retail strategies for personal shoppers.

The Difference of Tear Break-Up Time by the Fitting States of Soft Contact Lens in Normal and Dry Eyes (정상안과 건성안에서 소프트렌즈 피팅 상태에 따른 비침입성 눈물막 파괴 시간의 차이)

  • Jung, Da I;Lee, Heum Sook;Kim, So Ra;Park, Mijung
    • Journal of Korean Ophthalmic Optics Society
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    • v.15 no.4
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    • pp.339-346
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    • 2010
  • Purpose: The study was performed to compare the difference of non-invasive tear break-up time (NIBUT) with alignment or steep fitting of soft contact lens in normal and dry eyes. Methods: Total 40 eyes (aged 20~30 years) were classified to the normal (n=20) or dry eye group (n=20) by the diagnosis methods for dry eyes and worn soft contact lens (polymacon material) with alignment or steep fitting. NIBUTs of lens wearers were separately measured at the points of before wearing, immediately after wearing and after stabilization of tear film. Results: With alignment fitting, averaged NIBUT in the dry eye group after stabilization of tear film was not significantly different from that of the normal eye group. However, averaged NIBUTs in the normal and dry eyes had significant difference when measured immediately after lens wearing. However, the number of eyes having NIBUT less than 4.0 second was 30% higher compared to the number of normal eyes with steep fitting when measured immediately after wearing. Some shorten NIBUT in dry eyes with steep fitting was also shown after stabilization of tear film. Conclusions: These results suggest that wearing soft contact lens in dry eyes differently affect tear film compared to normal eyes. Thus, dry eyes need more advertent fitting for contact lens wearing because of unstable tear film.

Development of Elbow Wearable Robot for Elderly Workers (고령층 근로자들을 위한 팔꿈치 착용형 로봇의 개발)

  • Lee, Seok-Hoon;Lee, Si-Haeng;Kim, Jung-Yup
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.39 no.6
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    • pp.617-624
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    • 2015
  • This paper describes the development of a wearable robot to assist the elbow muscle for use by elderly workers in aging societies. Various previously developed wearable robots have drawbacks in terms of their price, portability, and slow recognition of the wearer's intention. In this paper, emphasis is placed on the following features to minimize these drawbacks. The first feature is that an actuator is attached only at the elbow joint that withstands the highest moment during arm motion to reduce the weight, volume, and price of the robot and increase its practicality. The second is that operation of the wearable robot is divided into two modes, a tracking mode and a muscle strengthening mode, and the robot can automatically switch between these modes by analyzing the wearer's intention through the brachial muscle strength measuring device developed in this study. The assistive performance of the developed wearable robot is experimentally verified by motion tracking experiments without an external load and muscle strengthening experiments with an external load. During the muscle strengthening experiments, the power of the muscle of the upper arm is measured by a commercial electromyography (EMG) sensor. Motion tracking performance at a speed of $120^{\circ}/s$ and muscle assistance of over 60 % were obtained using our robot.

Dosimetric Analysis for Human Exposure to Body-Mounted Wireless Devices (인체 착용형 휴대 단말기에 대한 노출량 해석 연구)

  • Park Min-Young;Ko Chae-Ok;Kim Jeong-Ran;Pack Jeong-Ki
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.17 no.2 s.105
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    • pp.207-212
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    • 2006
  • A variety of wireless devices are commercially available now. Most of studies, however, have been directed to the biological effects of mobile-phone EMF. In this paper, dosimetric analysis for wireless devices of head-mounted display type and a wristwatch type were made to investigate possible biological effects of these devices. SAR(Specific Absorption Rate) distributions were calculated using FDTD(Finite Difference Time Domain) method, for adult human models such as standard Korean human model and VHP(Visible Human Project) model, as well as scaled child models. Measurements were also performed for SAM phantom wearing a simplified prototype for a wireless device for validation of the simulation results. It has been found that children are more vulnerable to such exposure, and these devices could cause some biological effects even for relatively lower power compared to conventional mobile pones.