• 제목/요약/키워드: projection model

검색결과 612건 처리시간 0.029초

A SIMPLE METHOD FOR OBTAINING PROJECTION MATRIX USING ALGEBRAIC PROPERTIES

  • Hasik, Sun-Woo
    • Journal of applied mathematics & informatics
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    • 제8권2호
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    • pp.651-658
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    • 2001
  • The projection matrix plays an important role in the linear model theory. In this paper we derive an algebraic relationship between the projection matrices of submatrices of the design matrix. Using this relationship we can easily obtain the projection matrices of any submatrices of the design matrix. Also we show that every projection matrix can be obtained as a linear combination of Kronecker products of identity matrices and matrices with all elements equal to 1.

Three Dimensional Target Volume Reconstruction from Multiple Projection Images

  • Cheong, Kwang-Ho;Suh, Tae-Suk;Lee, Hyoung-Koo;Choe, Bo-Young
    • 한국의학물리학회:학술대회논문집
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    • 한국의학물리학회 2002년도 Proceedings
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    • pp.439-441
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    • 2002
  • The aim of this study is to reconstruct the 3D target volume from multiple projection images. It was assumed that we were already aware of the target position exactly, and all processes were performed in Target Coordinates whose origin was the center of the target. We used six projections: two projections were used to make a Reconstruction Box and four projections were for image acquisition. Reconstruction Box was made up of voxels of 3D matrix. Projection images were transformed into 3D volume in this virtual box using geometrical based back-projection method. Algorithm was applied to an ellipsoid model and horse-shoe shaped model. Projection images were created using C program language by geometrical method and reconstruction was also accomplished using C program language and Matlab(The Mathwork Inc., USA). For ellipsoid model, reconstructed volume was slightly overestimated but target shape and position was proved to be correct. For horse-shoe shaped model, reconstructed volume was somewhat different from original target model but there was a considerable improvement in target volume determination.

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Nonnegative variance component estimation for mixed-effects models

  • Choi, Jaesung
    • Communications for Statistical Applications and Methods
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    • 제27권5호
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    • pp.523-533
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    • 2020
  • This paper suggests three available methods for finding nonnegative estimates of variance components of the random effects in mixed models. The three proposed methods based on the concepts of projections are called projection method I, II, and III. Each method derives sums of squares uniquely based on its own method of projections. All the sums of squares in quadratic forms are calculated as the squared lengths of projections of an observation vector; therefore, there is discussion on the decomposition of the observation vector into the sum of orthogonal projections for establishing a projection model. The projection model in matrix form is constructed by ascertaining the orthogonal projections defined on vector subspaces. Nonnegative estimates are then obtained by the projection model where all the coefficient matrices of the effects in the model are orthogonal to each other. Each method provides its own system of linear equations in a different way for the estimation of variance components; however, the estimates are given as the same regardless of the methods, whichever is used. Hartley's synthesis is used as a method for finding the coefficients of variance components.

Creep strain modeling for alloy 690 SG tube material based on modified theta projection method

  • Moon, Seongin;Kim, Jong-Min;Kwon, Joon-Yeop;Lee, Bong-Sang;Choi, Kwon-Jae;Kim, Min-Chul
    • Nuclear Engineering and Technology
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    • 제54권5호
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    • pp.1570-1578
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    • 2022
  • During a severe accident, steam generator (SG) tubes undergo rapid changes in the pressure and temperature. Therefore, an appropriate creep model to predict a short term creep damage is essential. In this paper, a novel creep model for Alloy 690 SG tube material was proposed. It is based on the theta (θ) projection method that can represent all three stages of the creep process. The original θ projection method poses a limitation owing to its inability to represent experimental creep curves for SG tube materials for a large strain rate in the tertiary creep region. Therefore, a new modified θ projection method is proposed; subsequently, a master curve for Alloy 690 SG material is also proposed to optimize the creep model parameters, θi (i = 1-5). To adapt the implicit creep scheme to the finite element code, a partial derivative of incremental creep with respect to the stress is necessary. Accordingly, creep model parameters with a strictly linear relationship with the stress and temperature were proposed. The effectiveness of the model was validated using a commercial finite element analysis software. The creep model can be applied to evaluate the creep rupture behavior of SG tubes in nuclear power plants.

전사방식 광조형 시스템의 해상도 최적화를 통한 출력물의 정밀도 향상 (Accuracy Improvement of Output in Projection Stereolithography by Optimizing Projection Resolution)

  • 김영흠;김규언;이치범
    • 한국생산제조학회지
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    • 제24권6호
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    • pp.710-717
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    • 2015
  • Projection stereolithography is an additive manufacturing method that uses beam projection to cure the photo-reactive resin used. The light source of a cross-section layer-form illuminates photo-curable resin for building a three-dimensional (3D) model. This method has high accuracy and a fast molding speed because the processing unit is a face instead of a dot. This study describes a Scalable Projection Stereolithography 3D Printing System for improving the accuracy of the stereolithography. In a conventional projection 3D printer, when printing a small sized model, many pixels are not used in the projection or curing. The proposed system solves this problem through an optical adjustment, and keeps using the original image as possible as filling the whole projection area. The experimental verification shows that the proposed system can maintain the highest level of precision regardless of the output size.

Projection mapping onto multiple objects using a projector robot

  • Yamazoe, Hirotake;Kasetani, Misaki;Noguchi, Tomonobu;Lee, Joo-Ho
    • Advances in robotics research
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    • 제2권1호
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    • pp.45-57
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    • 2018
  • Even though the popularity of projection mapping continues to increase and it is being implemented in more and more settings, most current projection mapping systems are limited to special purposes, such as outdoor events, live theater and musical performances. This lack of versatility arises from the large number of projectors needed and their proper calibration. Furthermore, we cannot change the positions and poses of projectors, or their projection targets, after the projectors have been calibrated. To overcome these problems, we propose a projection mapping method using a projector robot that can perform projection mapping in more general or ubiquitous situations, such as shopping malls. We can estimate a projector's position and pose with the robot's self-localization sensors, but the accuracy of this approach remains inadequate for projection mapping. Consequently, the proposed method solves this problem by combining self-localization by robot sensors with position and pose estimation of projection targets based on a 3D model. We first obtain the projection target's 3D model and then use it to accurately estimate the target's position and pose and thus achieve accurate projection mapping with a projector robot. In addition, our proposed method performs accurate projection mapping even after a projection target has been moved, which often occur in shopping malls. In this paper, we employ Ubiquitous Display (UD), which we are researching as a projector robot, to experimentally evaluate the effectiveness of the proposed method.

DIRECT EPIPOLAR IMAGE GENERATION FROM IKONOS STEREO IMAGERY BASED ON RPC AND PARALLEL PROJECTION MODEL

  • Oh, Jae-Hong;Kim, Kyung-Ok
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2006년도 Proceedings of ISRS 2006 PORSEC Volume II
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    • pp.860-863
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    • 2006
  • Epipolar images have to be generated to stereo display aerial images or satellite images. Pushbroom sensor is used to acquire high resolution satellite images. These satellite images have curvilinear epipolar lines unlike the epipolar lines of frame images, which are straight lines. The aforementioned fact makes it difficult to generate epipolar images for pushbroom satellite images. If we assume a linear transition of the sensor having constant speed and attitude during image acquisition, we can generate epipolar images based on parallel projection model (2D Affine model). Recent high resolution images are provided with RPC values so that we can exploit these values to generate epipolar images without using ground control points and tie point. This paper provides a procedure based on the parallel projection model for generating epipolar images directly from a stereo IKONOS images, and experimental results.

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NHPP 기반의 신뢰성 성장 예측 모델에 대한 민감도 분석 (Sensitivity Analysis for Reliability Growth Projection Model based on NHPP)

  • 조강훈;이홍철;장중순;박상철
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제16권4호
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    • pp.305-312
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    • 2016
  • Purpose: The purpose of this study is to provide a sensitivity analysis of system reliability for recognizing effectiveness of changing of BD mode failures using reliability growth projection model based on NHPP. Methods: Crow extended reliability projection model (CERPM) is used to analyze the changing of two factors 1) the number of BD mode failures, 2) fix effectiveness factor (FEF) values. Results: The system reliability has increased in accordance with the number of BD mode failures and FEF values have increased. Conclusion: It is necessary to design failure modes and FEF values to supervise the reliability.

Direct Epipolar Image Generation From IKONOS Stereo Imagery Based On RPC and Parallel Projection Model

  • Oh, Jae-Hong;Shin, Sung-Woong;Kim, Kyung-Ok
    • 대한원격탐사학회지
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    • 제22권5호
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    • pp.451-456
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    • 2006
  • Epipolar images have to be generated to stereo display aerial images or satellite images. Pushbroom sensor is used to acquire high resolution satellite images. These satellite images have curvilinear epipolar lines unlike the epipolar lines of frame images, which are straight lines. The aforementioned fact makes it difficult to generate epipolar images for pushbroom satellite images. If we assume a linear transition of the sensor having constant speed and attitude during image acquisition, we can generate epipolar images based on parallel projection model (20 Affine model). Recent high resolution images are provided with RPC values so that we can exploit these values to generate epipolar images without using ground control points and tie point. This paper provides a procedure based on the parallel projection model for generating epipolar images directly from a stereo IKONOS images, and experimental results.

다중투사영상을 이용한 표적체적의 3차원 재구성 (Three Dimensional Target Volume Reconstruction from Multiple Projection Images)

  • 정광호;진호상;이형구;최보영;서태석
    • 한국의학물리학회지:의학물리
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    • 제14권3호
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    • pp.167-174
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    • 2003
  • 정위적방사선수술과 같은 경우 치료계획 수립 시 병변의 정확한 위치뿐만 아니라 정확한 부피와 모양을 아는 것도 매우 중요하다. 병변의 확인을 위해서 때로는 혈관조영영상이 이용되기도 하는데 동정맥 기형과 같은 경우 이 방법이 병변의 구별을 위하여 가장 좋은 방법이기 때문이다. 병변의 정확한 위치는 두개의 투사영상으로부터 얻을 수 있지만 두 개의 투사영상 만으로는 병변을 3차원적으로 재구성하는 것은 불가능하다고 여겨지고 있다. 본 연구의 목적은 다수의 투사 영상들을 이용하여 병변을 3차원적으로 재구성하는 것이다. 이때 병변의 위치는 기존에 제안된 방법에 의하여 이미 알고 있다고 가정하였으며 모든 과정은 병변의 중심을 원점으로 하는 표적좌표계에서 수행되었다. 본 연구에서는 6개의 투사영상이 이용되었는데 정면과 측면 투사영상은 체적소(voxel)로 구성된 재구성상자를 구하기 위하여 이용되었으며 나머지 네 개의 투사영상은 역투사 방법(back-projection method)에 의하여 재구성 상자(Reconstruction Box) 내에서 3차원적으로 재구성하는데 이용되었다. 이 방법의 정확도와 해상도는 병변의 크기와 모양에 따라 달라질 수 있다. 본 연구에서 제안된 알고리듬의 검증을 위하여 C 언어와 Matlab을 이용하여 타원체 모델과 말굽형 모델에 대하여 투사영상을 얻고 그 영상을 이용하여 재구성해보았다. 타원체모델의 경우에는 원래의 모델보다 약간 크게 재구성되었지만 모양과 방향, 위치가 정확함을 확인할 수 있었다. 말굽형 모델은 재구성된 모양이 원래의 모양과 차이가 많이 났지만 기존 방법에 비하여 실제 모양에 근접하게 재구성할 수 있었으므로 병변을 확인하는 경우에는 도움이 될 것으로 사료된다.

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