• Title/Summary/Keyword: Cloth Modeling

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Efficient Cloth Modeling Using Boundary CNN based Image Super-Resolution Method (효율적인 옷감 모델링을 위한 경계 합성곱 신경망 기반의 이미지 슈퍼 해상도 기법)

  • Kim, Jong-Hyun;Kim, Donghui
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.425-428
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    • 2020
  • 본 논문에서는 경계 합성곱 신경망(Convolutional neural network, CNN)기반의 슈퍼 해상도 기법을 이용하여 저해상도 옷감 메쉬를 슈퍼 해상도로 노이즈 없이 안정적으로 표현할 수 있는 기법을 제안한다. 저해상도와 고해상도 메쉬들 간의 쌍은 옷감 시뮬레이션을 통해 얻을 수 있으며, 이렇게 얻어진 데이터를 이용하여 고해상도-저해상도 데이터 쌍을 설정한다. 학습할 때 사용되는 데이터는 옷감 메쉬를 지오메트리 이미지로 변환하여 사용한다. 우리가 제안하는 경계 합성곱 신경망은 저해상도 이미지를 고해상도 이미지로 업스케일링 시키는 이미지 합성기를 학습시키기 위해 사용된다. 테스트 결과로 얻어진 고해상도 이미지가 고해상도 메쉬로 다시 변환되면, 저해상도 메쉬에 비해 주름이 잘 표현되며, 경계 부근에서 나타나는 노이즈 문제가 완화된다. 합성 결과에 대한 성능으로는 전통적인 물리 기반 시뮬레이션보다 약 10배 정도 빠른 성능을 보여준다.

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안정적 좌굴 모델을 통한 저감쇠 직물 시뮬레이션

  • Choe, Gwang-Jin;Go, Hyeong-Seok
    • Journal of the Korea Computer Graphics Society
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    • v.8 no.1
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    • pp.37-45
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    • 2002
  • We present a cloth simulation technique that is very stable yet also responsive. The stability of the technique allows the use of a large fixed time step when simulating various types of fabrics and character motions. The animations generated using this technique are strikingly realistic. Wrinkles form and disappear in a quite natural way, which is the feature that most distinguishes textile fabrics from other sheet materials. Significant improvements in both the stability and realism were made possible by overcoming the post-buckling instability as well as the numerical instability. The instability caused by buckling arises from a structural instability and therefore cannot be avoided by simply employing an implicit method. Addition of a damping force may help to avoid instabilities; however, it can significantly degrade the realism of the cloth motion. In this paper, a new buckling model based on immediate buckling assumption is proposed. A cloth element is assumed to reach a stable configuration immediately once it begins to buckle. This assumption makes it possible to simulate the fabric buckling stably without introducing any fictitious damping force. Consequently, it produces highly responsive cloth motion as well as improves the stability by modeling the fabric-specific buckling property adequately.

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A realistic modeling and rendering of cloth textures by photometry (사진 측정에 의한 옷감의 질감 모델링 및 사실적 렌더링)

  • Kim Min-Soo;Kim Myoung-Jun
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11a
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    • pp.685-687
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    • 2005
  • 본 논문에서는 옷감의 결이 보이는 정도의 자세함을 가지는 옷감의 표면 질감 모델을 제안한다. 촬영한 옷감 이미지에서 "Shape from Shading" 기법을 이용하여 표면의 노말맵과 반사 계수 맵을 추출하고, 이 맵을 짜깁기(tiling)하였을 때 연결자리(Seam)가 보이는 것을 방지하기 위하여 주파수 성분 분석에 의해 맵의 오류 성분을 제거한다. 이 방법을 통하여 다양한 종류의 옷감을 짧은 시간 안에 렌더링 할 수 있게 된다.

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A Study on the Fitness Evaluation of Virtual Model Using 3D Clothes Modeling Software - Focused on Qualoth Program - (3D 의상 모델링소프트웨어를 이용한 가상모델의 착의 평가 연구 - 퀄로스(QUALOTH)프로그램을 중심으로 -)

  • Yang, Chung-Eun;Kim, Suk-Jin
    • Journal of the Korean Home Economics Association
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    • v.44 no.7 s.221
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    • pp.153-162
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    • 2006
  • This study was attempted to investigate the possibilities of fitness evaluation of virtual model using 3D clothes modeling software. For the purpose, two one-piece dresses were made with two kinds of patterns using Qualoth program, and then each dress was fitted to a real model and a virtual model, and the results were compared and discussed. The result of this study was as follows. First, the fitness evaluation of real model showed a significant difference only at a little difference in figures (1-2.5cm) of the pattern, while any significant difference in appearance was not found in case of a virtual model fitted a dress made out of a pattern with the same difference in figures. Second, items to evaluate a difference in patterns using 3D clothes modeling software were shoulder line, the distance between shoulder points, armhole line, ease of armscye depth, and overall appearance. Because all the items fall under design lines which make up outer lines of a cloth, it can be said that the Qualoth program is good for representing design, rather than exposing a small difference in patterns.

Dynamic Remeshing for Real-Time Representation of Thin-Shell Tearing Simulations on the GPU

  • Jong-Hyun Kim
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.12
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    • pp.89-96
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    • 2023
  • In this paper, we propose a GPU-based method for real-time processing of dynamic re-meshing required for tearing cloth. Thin shell materials are used in various fields such as physics-based simulation/animation, games, and virtual reality. Tearing the fabric requires dynamically updating the geometry and connectivity, making the process complex and computationally intensive. This process needs to be fast, especially when dealing with interactive content. Most methods perform re-meshing through low-resolution simulations to maintain real-time, or rely on an already segmented pattern, which is not considered dynamic re-meshing, and the quality of the torn pattern is low. In this paper, we propose a new GPU-optimized dynamic re-meshing algorithm that enables real-time processing of high-resolution fabric tears. The method proposed in this paper can be used for virtual surgical simulation and physics-based modeling in games and virtual environments that require real-time, as it allows dynamic re-meshing rather than pre-split meshes.

A STUDY FOR MODELING AND ANIMATION OF A HUMAN WITH BONE STRUCTURE AND CLOTHES

  • Suzuki, Tohru;Yamamoto, Toshiyuki;Nagase, Hiroshi
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.01a
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    • pp.821-824
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    • 2009
  • A method to visualize human body is proposed for various human pose. The method affords three 3D-styles of the same body: firstly, one which wares clothes specified from pattern of dresses, second, body shape, lastly bone structure of body. For this objective, standard body data are prepared which is constructed from CT images. Individual body is measured by 3D body scanner. The present status of our research is limited to offer still images, though we are engaged to accommodate various poses.

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Modeling of Cloth Material for Garment Animation (의상 애니메이션을 위한 직물 소재의 모델링)

  • 이상곤;남양희
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10d
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    • pp.418-420
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    • 2002
  • 980년대로부터 컴퓨터 그래픽스 분야에서 의상의 자연스러운 움직임을 생성하기 위한 연구가 계속되어 왔다. 유한요소 연속체 모델, 질량-스프링 모델과 같은 물리학적 모델이 등장하고, 수치적 적분법과 정확한 충돌 검사 및 반응처리를 접목하여 그럴듯한 옷감의 움직임을 얻을 수 있게 되었다. 그러나 이들 연구는 대개 표준적 모양 변형을 다루었기에, 두께, 질감, 빳빳한 정도 등 소재의 특성에 따른 차이를 묘사할 수 없었다. 본 논문에서는 의류학을 통해 연구되어온 직물들의 소재특성을 조사분석하고, 시뮬레이션 된 가상 옷감과 실제 옷감의 시각적 유사성 평가를 통한 직물들의 특성 파라미터 추출법을 제안하고 실험하였다. 그 결과 대표적인 옷감 종류에 따라 구별되는 애니메이션 패턴을 생성 할 수 있었다.

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A cloth simulation method using adaptive mesh size control depending on the system performance (시스템의 성능에 따라 적절한 메쉬 크기 조절이 가능한 천 시뮬레이션 방법)

  • 김대목;유관우;이종원;백낙훈
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10b
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    • pp.529-531
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    • 2001
  • 물리기반 모델링(physically based modeling)기법은 현실 세계에서 볼 수 있는 물체의 다양한 움직임을 물리 수식을 통해 사실적으로 표현 할 수 있다는 장점을 가지고 있다. 그러나 이 기법을 적용하기 위해서는 많은 계산량을 필요로 하기 때문에 사용하는 시스템의 성능에 의존적이다. 예를 들어, 동일한 천 동작 알고리즘과 메쉬 크기를 가진 시스템을 서로 다른 성능을 가진 시스템에서 작동할 경우, 시스템의 성능에 따라 서로 다른 프레임 수를 나타낸다. 즉, 성능이 낮은 시스템에서는 계산 시간이 많아지기 때문에 느린 결과를 생성하게 된다. 반면에 성능이 높은 시스템에서는 상대적으로 계산 시간이 적기 때문에 보다 빠른 결과를 얻을 수 있다. 본 논문에서는 이러한 문제점을 해결하기 위해 사용자의 요구에 맞는 프레임 속도를 보장할 수 있는 적합한 메쉬 크기로 구성하여 동작하도록 하는 시스템을 제안한다.

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A Study on the Flattening of 3D Mesh data of Shoes (신발 곡면의 3차원 격자 데이터의 평면화에 관한 연구)

  • Kim Young-Bong;Lee Yun-Jung
    • Journal of Game and Entertainment
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    • v.2 no.1
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    • pp.64-70
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    • 2006
  • CAD system is a very important technology in designing many products which we are using today. This CAD technology have enlarging its area into 3D CAD systems with the development of computer graphics technologies. In particular, such advances have also been realized in special area such as the CAD system for designing shoes. 3D CAD systems for shoes design must provide compatibility between 3D and 2D data because shoes are made using 2D parts of pieces of leather or cloth. Many designers get high performances using 2D shoe CAD systems because they have had long practices with the 2D systems. Therefore, to get the mapping between 2D modeling and 3D modeling is one of very important components in 3D CAD system. In this paper, we proposed a flattening method that convert 3D shoes data to 2D data.

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Simluation of PEM Fuel Cell with 2D Steady-state Model (2차원 정상상태 모델을 이용한 고분자전해질형 연료전지의 모사)

  • Chung, Hyunseok;Ha, Taejung;Kim, Hyowon;Han, Chonghun
    • Korean Chemical Engineering Research
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    • v.46 no.5
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    • pp.915-921
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    • 2008
  • In most PEM fuel cell research, effects of cell geometry, physical properties of component such as membrane, carbon cloth, catalyst, etc. and water transport phenomena are key issues. The scope of these research was limited to single cell and stack except BOP(Balance of plant) of fuel cell. The research fouced on the fuel cell system usually neglect to consider detailed transport phenomena in the cell. The research of the fuel cell system was interested in a system performance and system dynamics. In this paper, the effect of the anode recirculation is calculated using the 2D steady-state model. For this work, 2D steady-state modeling and experiments are performed. For convenience of modifying of model equation, not commercial pakage but the in-house algorithm was used in simulation. For an vehicle industry, the analysis of the anode recirculation system helps the optimization of operating condition of the fuel cell.