• 제목/요약/키워드: fitting model

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중소·중견 제조기업 RPA 도입을 위한 사례 탐색 연구 (An Exploratory Case Study on RPA Introduction for Manufacturing SMEs)

  • 강영식;심선영
    • 한국정보시스템학회지:정보시스템연구
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    • 제31권1호
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    • pp.25-58
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    • 2022
  • Purpose The purpose of this study is to analyzes the RPA fitting processes by the casese of manufacturing SMEs(Small and Medium-sized Enterprises) in an exploraty approach. Based on the findings on the RPA fitting processes, we intend to provide a cornerstone for developing a general-purpose RPA introduction model in the future. Design/methodology/approach In this study, empirical cases of RPA fitting processes were analyzed based on interviews with project managers of specialized IT suppliers in charge of RPA development and managers of IT departments of manufacturing SMEs that actually introduced RPA. In order to explore various RPA fitting process in the manufacturing value chain, a total of 7 manufacturing SMEs were interviewed, ranging from companies using a legacy system to companies without a legacy system. Over the primary and secondary activity processes, the details of RPA processes were analyzed in the steps of 'Frequency Identification, Input Processing, Source Identification, Inquiry and Processing, Information Registration, Result Reporting'. Findings From the analysis, we derived some exploratory results that the processes over 0.25 FTE and related with many suppliers and clients are fitting for RPA introduction in manufacturing SMEs Our results will provide basic data for the development of the future general-purpose RPA introduction model for manufacturing SMEs, providing practical reference for RPA introduction.

인터넷 의류 판매용 가상피팅모델의 개발을 위한 여성의 신체치수 인지에 관한 연구 (A study on women's perceived body size for developing virtual fitting model in e-retailing of apparel)

  • 천종숙;박진순
    • 감성과학
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    • 제6권1호
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    • pp.17-26
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    • 2003
  • 의류상품의 전자상거래 시장이 확대됨에 따라 인터넷쇼핑에서 의류를 구매할 때 선택한 의류를 착용한 자신의 모습을 확인하는 도구로 가상피팅모델이 제공되고 있다. 본 연구에서는 가상피팅모델 구축 시 사용자의 주관적인 체형인식을 반영할 필요가 있는지 알아보기 위하여 여성의 신체 치수나 체형에 대한 인식이 어떻게 다른지 연구하였다. 의류학 전공 여자대학원 50명을 대상으로 실험한 본 연구의 결과는 인체부위에 대한 개인의 치수인식이 체형에 따라 다름을 보여준다. 연구자들은 인터넷 의류 쇼핑용 가상피팅모델을 구축하기 위해서는 사용자 신체치수뿐만 아니라 사용자가 인지하는 자신의 체형특성을 반영할 필요가 있다고 결론지었다 특히 배가 많이 나온 체형도 자신이 실제보다 배가 나오지 않은 체형으로 생각하는 경향이 있으므로 여성이용자에게 거부되지 않는 가상피팅모델을 구축하기 위해서는 지나치게 극단적인 체형의 가상피팅모델의 구축은 신중하게 고려해야함을 시사하였다.

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음함수 곡면 맞춤을 이용한 다각형 모델로부터 특징 추출 알고리즘 (Feature Extraction Algorithm from Polygonal Model using Implicit Surface Fitting)

  • 김수균
    • 한국멀티미디어학회논문지
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    • 제12권1호
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    • pp.50-57
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    • 2009
  • 본 논문은 3차원 다각형 모델에서 특징 선을 추출하기 위한 방법에 대해 제안한다. 이산 곡면으로 이루어진 다각형 모델에서 특징 선을 추출하기 위하여 기존 방법에서는 전역적인 음함수 곡면 맞춤 기법(Implicit Surface Fitting)을 이용하여 모델의 꼭지점에서 곡률과 곡률 미분 값을 측정하였다. 이러한 방법은 다각형 모델의 꼭지점에서 음함수 곡면으로 정확하게 투영할 수 있도록 사용자의 정의 파라미타를 찾아야 하며, 특징 추출을 위한 많은 계산 시간을 요구한다. 그러나 제안 방법은 지역적 음함수 곡면 맞춤 기법을 이용하여 모델의 꼭지점에 근사된 곡면을 통해 미분 정보를 측정한다. 측정된 미분 정보를 통해 쉽게 각각의 모서리에서 제로-클로싱을 통해 특징 점을 추출하고, 곡률 방향을 따라 추출된 점들을 연결하여 특징 선을 생성한다. 여러 가지 다각형 모델에서 실험을 하였고 기존 방법보다 빠르며 높은 품질의 특징 선을 추출한다.

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소비자용 가상모델 개발을 위한 성인여성 체형구분 및 가상모델치수 분석 (An Analysis of Women's Somatotype and Virtual Fitting Model Size for the Development of Virtual Fitting Models for Consumer)

  • 강여선
    • 한국의류학회지
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    • 제40권5호
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    • pp.894-909
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    • 2016
  • This study analyzed a somatotype that was more suitable to a virtual fitting model and to improve the reality of a virtual model size. We analyzed 1,868 women 18-59 years old from the 6th Size Korea data. First, factor analysis was done for abstracting new criteria for dividing the somatotype; subsequently, we selected the waist height proportion to stature (body proportion) and drop (torso shape). Next, the cluster analysis was done with these criteria and 7 body proportion types and 11 torso shapes were distinguished. A virtual model size for the most common somatotype was also developed by a regression analysis of constituting sizes of each factor that was compared with body sizes well as with Clo's virtual model size. The model of this research showed a high similarity in sizes with body as well as improved better realisty than the Clo model which presented size problems such as longer limbs, bigger bust, smaller waist and a smaller arm circumference than the real body.

전기화학적 임피던스 Fitting 개선을 위한 전극/전해질 계면의 전기회로 모델 연구 (A Study on the Electrical Circuit Model of the Electrode/Electrolyte Interface for Improving Electrochemical Impedance Fitting)

  • 장종현;박정호
    • 전기학회논문지
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    • 제56권6호
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    • pp.1087-1091
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    • 2007
  • Exact impedance modeling of the electrode/electrolyte interface is important in bio-signal sensing electrode development. Therefore, the investigation of the equivalent circuit models for the interface has been pursued for a long time by several researchers. Previous circuit models fit the experimental results in limited conditions such as frequency range, type of electrode, or electrolyte. This paper describes a new electrical circuit model and its capability of fitting the experimental results. The proposed model consists of three resistors and two constant phase elements. Electrochemical impedance spectroscopy was used to characterize the interface for Au, Pt, and stainless steel electrode in 0.9% NaCl solution. Both the proposed model and the previous model were applied to fit the measured impedance results for comparison. The proposed model fits the experimental data more accurately than other models especially at the low frequency range, and it enables us to predict the impedance at very low frequency range, including DC, using the proposed model.

유리함수 근사를 이용한 등가회로 모델링 (Equivalent Circuit Modeling Applying Rational Function Fitting)

  • 백현;고재형;김군태;김형석
    • 정보통신설비학회논문지
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    • 제8권1호
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    • pp.1-5
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    • 2009
  • In this paper, we propose a method that applies Vector Fitting (VF) technique to the equivalent circuit model for RF passive components. These days wireless communication system is getting smaller and smaller. So EMI/EMC is an issue in RF. We can solve PI/SI (Power Integrity/Signal Integrity) that one of EMI/EMC problem apply IFFT for 3D EM simulation multiple with input signal. That is time consuming task. Therefore equivalent circuit model using RF passive component is important. VF schemes are implemented to obtain the rational functions. S parameters of the equivalent circuit model is compared to those of EM simulation in case of the microstrip line structure.

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최단거리 최소제곱법을 이용한 측정점군으로부터의 곡면 자동탐색 (Surface Type Detection and Parameter Estimation in Point Cloud by Using Orthogonal Distance Fitting)

  • 안성준
    • 한국CDE학회논문집
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    • 제14권1호
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    • pp.10-17
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    • 2009
  • Surface detection and parameter estimation in point cloud is a relevant subject in CAD/CAM, reverse engineering, computer vision, coordinate metrology and digital factory. In this paper we present a software for a fully automatic surface detection and parameter estimation in unordered, incomplete and error-contaminated point cloud with a large number of data points. The software consists of three algorithmic modules each for object identification, point segmentation, and model fitting, which work interactively. Our newly developed algorithms for orthogonal distance fitting(ODF) play a fundamental role in each of the three modules. The ODF algorithms estimate the model parameters by minimizing the square sum of the shortest distances between the model feature and the measurement points. We demonstrate the performance of the software on a variety of point clouds generated by laser radar, computer tomography, and stripe-projection method.

저류함수형(貯溜凾數型) 비선형(非線型) 수문예측모형(水文豫測模型) (Storage Type Nonlinear Hydrological Forecasting Model)

  • 백운일;윤태훈
    • 대한토목학회논문집
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    • 제2권2호
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    • pp.29-38
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    • 1982
  • 유효강우량(有效降雨量), 섬체시간(暹滯時間) 및 유출(流出)의 비선형(非線型)을 포함하는 비선형(非線型) 수문학적(水文學的) 모형(模型)이 기술(記述)된다. 모형(模型)의 입력자료(入力資料)를 구성하는 유효강우량(有效降雨量)의 산정(算定)은 polynomial fitting 방법(方法)이 이용되었으며 섬체시간(暹滯時間)의 비선형성(非線型性)이 고려된 비선형섬체모형(非線型暹滯模型)을 남한강(南漢江) 상류(上流)에 위치한 섬강유역(蟾江流域)에 적용하여 상수(常數)값을 산정하고 종래의 방법인 fitting 방법(方法) 및 저류함수모형(貯溜凾數模型)에 변형(變型)을 가한 상관모형(相關模型)의 상수(常數)값들과 비교하였다. 각 모형(模型)에서 구한 상수(常數)값의 결과로부터 본연구(本硏究)의 수학적(數學的) 해법(解法)인 연속근사해법(連續近似解法)과 수치해법(數値解法)인 Newton-Rhapson 방법(方法)이 비선형(非線型) 유출과정해석(流出過程解析)에서 종전의 계산도해법(計算圖解法) 등에 비해 우수함이 밝혀졌다.

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가상 피팅 서비스 사용의도에 영향을 미치는 요인 연구 - UTAUT2를 중심으로 - (Understanding factors influencing usage intention of virtual fitting services - An application of the UTAUT2 model -)

  • 정세리;정제라;신은정
    • 복식문화연구
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    • 제31권4호
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    • pp.489-503
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    • 2023
  • This study utilized the unified theory of acceptance and use of technology 2 (UTAUT2) to examine usage intentions associated with virtual fitting services. Six independent variables were examined: performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, and habit. The study collected responses from 445 participants who had utilized virtual fitting services. Regarding factors related to usage intentions associated with these services, performance expectancy and social influence were found to significantly influence the usage intentions associated with photo-based virtual fitting services. Furthermore, performance expectancy, social influence, and habit significantly influenced the usage intention of avatar-based virtual fitting services. This suggests that higher levels of performance expectancy and social influence positively impact the usage intentions associated with both types of virtual fitting services, while habit influences only avatar-based virtual fitting services. Moreover, the findings confirm that effort expectancy, facilitating conditions, and hedonic motivation from UTAUT2 do not significantly influence usage intentions associated with virtual fitting services. By analyzing factors influencing potential customers' virtual fitting service usage intentions, this study can suggest effective strategies to increase usage intentions for companies providing virtual fitting services. Additionally, these findings can be utilized in the formulation of virtual fitting service marketing strategies.

Geometric Fitting of Parametric Curves and Surfaces

  • Ahn, Sung-Joon
    • Journal of Information Processing Systems
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    • 제4권4호
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    • pp.153-158
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    • 2008
  • This paper deals with the geometric fitting algorithms for parametric curves and surfaces in 2-D/3-D space, which estimate the curve/surface parameters by minimizing the square sum of the shortest distances between the curve/surface and the given points. We identify three algorithmic approaches for solving the nonlinear problem of geometric fitting. As their general implementation we describe a new algorithm for geometric fitting of parametric curves and surfaces. The curve/surface parameters are estimated in terms of form, position, and rotation parameters. We test and evaluate the performances of the algorithms with fitting examples.