• 제목/요약/키워드: wearing image

검색결과 252건 처리시간 0.032초

저화질 안면 이미지의 화질 개선를 통한 안면 특징점 검출 모델의 성능 향상 (Enhancing the performance of the facial keypoint detection model by improving the quality of low-resolution facial images)

  • 이경욱;이예진;박종혁
    • 지능정보연구
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    • 제29권2호
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    • pp.171-187
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    • 2023
  • 저화소의 감시카메라와 같은 촬영 장비를 통해 사람의 얼굴을 인식할 경우, 화질이 낮아 얼굴을 포착하기 어렵다는 문제점이 있다. 이렇게, 사람의 얼굴을 인식하기 어렵다면 범죄용의자나 실종자를 특정해내지 못하는 등의 문제가 발생할 수 있다. 기존 이미지 속 안면 인식에 관한 연구들에서는 정제된 데이터셋을 사용하였기 때문에 다양한 환경에서의 성능을 가늠하기 어렵다는 한계가 존재한다. 이에, 본 논문에서는 저화질 이미지에서 안면 인식 성능이 떨어지는 문제를 해결하기 위해 다양한 환경을 고려한 저화질 안면 이미지에 대해 화질 개선을 수행하여 고화질 이미지를 생성한 뒤, 안면 특징점 검출의 성능 향상시키는 방법을 제안한다. 제안 방법의 현실 적용 가능성을 확인하기 위해 전체 이미지에서 사람이 상대적으로 작게 나타나는 데이터셋을 선정하여 실험을 수행하였다. 또한 마스크 착용 상황을 고려한 안면 이미지 데이터셋을 선정하여, 현실 문제로의 확장 가능성을 탐구하였다. 안면 이미지의 화질을 개선하여 특징점 검출 모델의 성능을 측정한 결과, 개선 후 안면의 검출 여부는 마스크를 착용하지 않은 이미지의 경우 평균 3.47배, 마스크를 착용한 경우 평균 9.92배로 성능 향상을 확인할 수 있었다. 안면 특징점에 대한 RMSE는 마스크를 착용한 이미지의 경우 평균 8.49배 감소, 마스크를 착용하지 않은 경우 평균 2.02배 감소한 것을 확인할 수 있었다. 이에, 화질 개선을 통해 저화질로 포착된 안면 이미지에 대한 인식률을 높여 제안 방법의 활용 가능성을 확인할 수 있었다.

비주얼 의류 검색기술을 위한 의류 속성 기반 Annotation 기법 개발 (Annotation Technique Development based on Apparel Attributes for Visual Apparel Search Technology)

  • 이은경;김양원;김선숙
    • 한국의류산업학회지
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    • 제17권5호
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    • pp.731-740
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    • 2015
  • Mobile (smartphone) search engine marketing is increasingly important. Accordingly, the development of visual apparel search technology to obtain easier and faster access to visual information in the apparel field is urgently needed. This study helps establish a proper classifying system for an apparel search after an analysis of search techniques for apparel search applications and existing domestic and overseas apparel sites. An annotation technique is developed in accordance with visual attributes and apparel categories based on collected data obtained by web crawling and apparel images collecting. The categorical composition of apparel is divided into wearing, image and style. The web evaluation site traces the correlations of the apparel category and apparel factors as dependent upon visual attributes. An appraisal team of 10 individuals evaluated 2860 pieces of merchandise images. Data analysis consisted of correlations between apparel, sleeve length and apparel category (based on an average analysis), and correlation between fastener and apparel category (based on an average analysis). The study results can be considered as an epoch-making mobile apparel search system that can contribute to enhancing consumer convenience since it enables an effective search of type, price, distributor, and apparel image by a mobile photographing of the wearing state.

네크라인 종류에 따른 3D 가상착의와 실제착의 비교 연구 (A Study on the Comparison of 3D Virtual Clothing and Real Clothing by Neckline Type)

  • 남영란;김동은
    • 한국의류산업학회지
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    • 제23권2호
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    • pp.247-260
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    • 2021
  • While it is an important element of clothing construction, research has so far been very limited on the similarities between virtual and real clothing in terms of the type of neckline. The purpose of this study is to verify the similarity, accuracy of virtualization, and actuality of neckline, which all play an important role in individual impressions and image formation, and require considerable modification when fitting real samples. A total of 5 neckline models were selected through the analysis of dress composition textbooks. The selected designs were then planned and manufactured in muslin. The specimen clothes were then tested on a female model in her 20s. 2 kinds of virtual bodies were created in order to compare the real and the virtual dressing. The first virtual body was made through an Artec 3D Eva scan of the model, and the other was made by entering the model's measurements in a CLO 3D program. A visual image of the front, side, and back image of both the real and virtual dressing were subsequently collected. The collected images were then evaluated by 20 professional fashion workers who checked the similarity between the real and the virtual versions. The current study found that the similarity between the actual and virtual wearing of the five neckline designs with reality appeared higher with the virtual wearing image using the 3D-scanned body. The results of this study could provide further information on the selection of appropriate avatars to clothing companies that check the fit of clothing by utilizing 3D virtualized programs.

체형 및 의복 색이 남자아동의 인상형성에 미치는 영향 (The Effects of Body shapes and Apparel Colors on male Children′s Impression)

  • 김재숙;송경자
    • 대한가정학회지
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    • 제40권2호
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    • pp.29-37
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    • 2002
  • The purpose of this study was to examine the effects of bodyshape and clothing color on boy's impression. The subjects were composed of 480 elementary students, 11-12 years old. The stimuli were consisted of 12 color photographs by using CAD system that was different in the bodyshape, the clothing color and the level of contained color each other. The subjects reported the stimuli's pression on the questionnaires. The image of the stimuli were emerged 5 differented dimensions ; attractiveness, evaluation, potency, bodyshape, visibility. The boy's impressions of normal bodyshape were more attractive, positive evaluation and thin than obese bodyshape. The boy's impressions who was dressed in pink color shirt were thin than blue color. The boy's impressions were positive evaluation when he was dressed in shirt with pink or blue color in collar and cuffs and the whole. The boy's impression of normal bodyshape wearing blue color shirt was the most attractive but the boy's impression of obese bodyshape wearing pink color shirt was not charm. The boy's evaluation who was normal bodyshape wearing pink color shirt was the most positive and the most thin.

치과위생사 유니폼 착용실태, 만족도, 디자인 평가에 관한 연구 (The Wearing Condition, Satisfaction, and Design Evaluation of Dental Hygienists' Uniform)

  • 황은경;정성지;장남경
    • 복식문화연구
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    • 제14권1호
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    • pp.93-107
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    • 2006
  • This study was designed from the concept that there is a need to establish the uniform for new emerging jobs in modern society. The purpose of the study was to examine dental hygienists'wearing condition, satisfaction, and design evaluation as to provide information for the development of dental hygienists' uniform. Three hundred fifteen dental hygienists completed questionnaires, and data were analyzed by descriptive statistics, factor analysis, multiple regression, ANOVA, and Duncan's test. The findings from the study were following. First, majority of dental hygienists currently wear shirts and pants two-piece uniform in white with no print. Second, dental hygienists' overall satisfaction level for their uniform was medium, and symbolic satisfaction as well as functional satisfaction did not reach the medium level while aesthetic satisfaction was above medium. The satisfaction levels were significant different between groups according to the education, clinic size, and work experience. Third, aesthetic satisfaction levels influenced on the job image as professional. Finally, designs consisting of two-piece style with shirts and pants and having Peter pan collar were recorded high evaluation. The findings can be implemented into dental hygienists' uniform design.

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옷차림에 영향을 미치는 디자인 특성 연구 - 성인여성의 외출복을 중심으로 - (A Study on Design Properties Affecting in Wearing - Focused on Adult Women's Town Wear -)

  • 이은령;이경희
    • 한국의류산업학회지
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    • 제6권5호
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    • pp.549-557
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    • 2004
  • The purpose of this study is to investigate design properties affecting in evaluated image by adult women's town wear in un-limited circumstance. The stimulus, adult women's town wear, were collected from shopping mall, department stores and churches and evaluated by 20's 150 people. Through the estimations, the 76 pictures of 'good image' and 65 pictures of 'bad image', were selected and analyzed by classification categories. The results were as follows : 1) 'Good Image' is classified 6 groups which are like active casual, feminine casual, adult casual, modern, sporty casual, and elegance. 2) "Bad Image' is classified 5 groups which are like easy casual, active casual, soft casual, modern casual, and feminine casual. 3) Central code of adult women's town wear from 'Good Image' are simple, bright, and harmony and 'Bad Image' are complicate, heavy, and inharmony. The coordination, how to wear, is very important to evaluate image of women's town wear with other properties. Also, body shape appeared by important variable in evaluation.

Differences in Clothing Selection Criteria of Regional Subculture Groups

  • Youn, Cho-Rong;Choo, Ho-Jung
    • International Journal of Costume and Fashion
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    • 제10권2호
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    • pp.51-59
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    • 2010
  • This study regarded fashion selection criteria as clothing consumption value and desired fashion images, and examined selection differences according to regional subculture groups. Clothing consumption value is a direct value that people seek with clothing products and a perceived value which is divided into emotional, social, price, quality values. Fashion image which is a feeling communicated to others by wearing a certain fashion style is the most superficial value. Multivariate Analysis of Variance (MANOVA) was performed to test the differences between regional subculture groups in clothing consumption values and desired fashion images. We found some differences in clothing consumption value specifically in emotional value and social value. The group differences were remarkably significant in fashion image comparison. 'Kang-nam' group pursued 'lively', 'sophisticated', 'charming', feminine', 'gorgeous' image more than 'Kang-buk' group. While 'Kang-buk' group produced lower scores in ideal fashion images, the group had significant higher seeking in 'sportive' image compared to 'Kangnam' group.

Keypoints-Based 2D Virtual Try-on Network System

  • Pham, Duy Lai;Ngyuen, Nhat Tan;Chung, Sun-Tae
    • 한국멀티미디어학회논문지
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    • 제23권2호
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    • pp.186-203
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    • 2020
  • Image-based Virtual Try-On Systems are among the most potential solution for virtual fitting which tries on a target clothes into a model person image and thus have attracted considerable research efforts. In many cases, current solutions for those fails in achieving naturally looking virtual fitted image where a target clothes is transferred into the body area of a model person of any shape and pose while keeping clothes context like texture, text, logo without distortion and artifacts. In this paper, we propose a new improved image-based virtual try-on network system based on keypoints, which we name as KP-VTON. The proposed KP-VTON first detects keypoints in the target clothes and reliably predicts keypoints in the clothes of a model person image by utilizing a dense human pose estimation. Then, through TPS transformation calculated by utilizing the keypoints as control points, the warped target clothes image, which is matched into the body area for wearing the target clothes, is obtained. Finally, a new try-on module adopting Attention U-Net is applied to handle more detailed synthesis of virtual fitted image. Extensive experiments on a well-known dataset show that the proposed KP-VTON performs better the state-of-the-art virtual try-on systems.