• Journal of KIISE:Software and Applications
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• v.29 no.8
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• pp.521-528
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• 2002

We propose a new approach to the feature selection for the classification of handwritten characters using two-dimensional(2D) wavelet packet bases. To extract key features of an image data, for the dimension reduction Principal Component Analysis(PCA) has been most frequently used. However PCA relies on the eigenvalue system, it is not only sensitive to outliers and perturbations, but has a tendency to select only global features. Since the important features for the image data are often characterized by local information such as edges and spikes, PCA does not provide good solutions to such problems. Also solving an eigenvalue system usually requires high cost in its computation. In this paper, the original data is transformed with 2D wavelet packet bases and the best discriminant basis is searched, from which relevant features are selected. In contrast to PCA solutions, the fast selection of detailed features as well as global features is possible by virtue of the good properties of wavelets. Experiment results on the recognition rates of PCA and our approach are compared to show the performance of the proposed method.

• Journal of KIISE:Computing Practices and Letters
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• v.16 no.7
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• pp.768-774
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• 2010

Reconstruction of implicit surfaces from scattered point data sets have been developed in various engineering and scientific studies. In this paper, we represent a method to construct functions of 2D point data using multi-scale kernels and show it can be applied to graphics applications needed to access data in real-time. Our approach is similar to previous work in that a set of coefficients of the functions are calculated and stored in the preprocessing stage and function values at arbitrary positions are evaluated for real-time applications, however, it is different from others in that users can choose detail levels freely in real-time processing stage. The reason why the functions implicitly supports multi-resolution results from the mathematical properties of multi-scale kernels, and proposed method can be expanded to represent multi-resolution functions of n-dimensional data.

• Korean Journal of Remote Sensing
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• v.14 no.1
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• pp.17-36
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• 1998

The Radon transform has been widely used in various techniques of digital image processing such as the computerized topography, lineament analysis in a remotely sensed image, slant-stack processing of seismic data, and so on. Compared to the Fourier transform, the utility of two-dimensional convolutional or correlational properties of the Radon transform, however, has been underestimated. We show that the two-dimensional convolution and correlation is respectively reduced to be one-dimensional convolution and correlation with respect to ρ in the Radon space. Therefore, one can achieve a two dimensional filtering by applying a simple one-dimensional convolution in the Radon space followed by an inverse Radon transform. Tests of the approach using FIR filters are carried out specifically for enhancing the ship wake in a RADARSAT SAR image. The test results demonstrate that the two-dimensional filtering through the Radon transform effectively enhance the ship wake features as well as reducing sea speckle in the image. Although two-dimensional convolution and correlation through the Radon transform are not so much useful as those through the courier transform in views of efficiency and effectiveness, it can be utilized to improve the quality of a digitally processed output when the process should be accompanied by the Radon transform such as topography and lineament analysis of SAR image.

• Journal of Energy Engineering
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• v.8 no.1
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• pp.67-75
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• 1999

여러 종류의 내화재로 구성된 석탄가스화기에서의 온도분포 및 열손실량을 구하기 위한 전산해석을 수행하였다. 석탄가스화기 내화재 설계를 위한 적절한 방법론을 제안하기 위하여 1차원 이론적 해석, 2차원 전도열전달 해석 및 3차원 대류-전도 복합열전달 해석 등 세가지 방법론으로 해석을 각각 수행하였다. 해석 결과들은 석탄가스화기 실험 결과와 정상적 정량적으로 잘 일치하는 것으로 나타났다. 결과의 정확성, 수치해석 상의 수렴성 및 계산시간 등을 종합적으로 고려해 볼 때, 전산해석에 핵심 경계조건인 가스화기 내벽의 온도를 적절히 설정할 수 있는 경우에는 2차원 전도열전달 해석이 공학적 설계에 적용하기 알맞은 방법론으로 판단되었다. 전산해석 결과에 의하면, 현재 실험이 진행중인 하루 3톤 처리 용량급의 석탄가스화기에서의 총 열손실량은 설계치 운전 기준으로 약 1% 정도인 것으로 판별되었다.

• Proceedings of the Korea Multimedia Society Conference
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• 2000.11a
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• pp.205-208
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• 2000

인간의 좌·우 두 눈에 투영되는 2차원 영상의 양안 시차를 이용하여 물체의 깊이를 인식하는 스테레어 영상이라고 한다. 이러한 2차원 스테레오 영상으로부터 3차원 모델 생성을 위한 깊이 정보를 알기 위해서는 각각의 두 영상에 대응되는 점의 위치를 알 수 있는 변위의 추정이 매우 중요하다. 본 논문에서는 블록 크기에 매우 민감하게 영향 받는 영역기반 방식의 단점을 보완하기 위하여 경계선 정보를 이용한 가변 블록 방식의 변위 추정을 수행한다. 이것은 블록의 크기를 경계선 정보에 따라 가변적으로 정함으로써 정밀한 변위 추성을 할 수 있고 또한 계산량도 많이 줄일 수 있음을 알 수 있다. 이렇게 추정된 변위 정보를 이용하여 특징점에 대한 깊이 정보를 찾아 3차원 모델을 생성한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2007.11a
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• pp.690-692
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• 2007

기존의 2 차원 이미지를 통한 세포 분석은 단지 세포의 단면만을 볼 수 있기 때문에 정확한 구조를 파악하기 힘들다. 본 논문에서는 그리드 기술을 이용하여 2 차원 이미지들을 세포 구조에 대한 더욱 정확한 이해 및 연구 능률의 향상을 도모할 수 있는 3 차원 이미지로 재구성하는 시스템을 개발하였다. 이 시스템은 고성능 이미지 처리를 위해서 계산 그리드를 이용하며, 화질 개선을 위한 전처리 기술, 자동 영상 정렬 기술, 효과적인 삼차원 재구성 기술과 같은 다양한 이미지 처리 알고리즘 및 preStageIn, BgUpload, delegated preprocessing 등과 같은 데이터 전송 최적화 기술 등을 제공한다. 또한, 다양한 이미지 뷰어 기능 및 DirectX 를 이용한 3 차원 렌더링 기능을 제공한다.

• Proceedings of the Korea Water Resources Association Conference
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• 2020.06a
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• pp.389-389
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• 2020

최근 이상기후의 영향으로 게릴라성 호우 및 태풍과 같은 자연재해의 발생 요인이 증가하고 있다. 특히 여름철 집중호우는 농경지의 범람, 도심지역 저지대의 침수피해 유발, 하천 주변 저지대 및 수공구조물의 안전을 위협하고 있다. 이에 따라 본 연구에서는 HEC-RAS 5.0.3을 활용하여 금강 유역의 2차원 침수 모의를 수행하고, 그 적용성을 평가하고자 한다. 대상지역은 금강 수계 하천기본계획 보고서의 하천 횡단면도와 평면도를 활용하여 모형을 구축하였으며, 강우자료는 인근 기상관측소의 관측자료를 수집하였다. HEC-HMS를 이용하여 강우에 의한 유출량을 산정하였으며, 산정된 유출량을 HEC-RAS에 입력하여 수위를 계산하고 2차원 모의기능을 이용하여 침수해석을 수행하였다. HEC-RAS의 2차원 침수 모의 기능은 기존 1차원 하천 수위 모의와의 연계하여 하천기본계획 수립을 위한 침수 해석 등에 널리 활용될 수 있을 것이라 판단되고, 본 연구의 결과는 침수 모의 적용성 분석의 기초자료로 활용될 수 있을 것으로 기대된다.

• Journal of Korean Society of Coastal and Ocean Engineers
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• v.3 no.1
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• pp.29-37
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• 1991

A two-dimensional numerical model. using finite element method. was applied to calculation of the tides and tidal currents of four major tidal constituents($M_2, ;S_2, ;K_1, ;O_1$) in the southern part of the East Sea. The model results were compared with the observed data and with the existing tidal charts. and the computed results showed good agreement with the observation. As a result, the detailed tidal charts for four major tidal constituents and the tidal current ellipses of the M$_2$and $K_1$tides were produced respectively. The results indicate that the amphidromic point of diurnal tide locates near Korean coastal lines closer than that of the chart drawn by Nishida(1980).

• Journal of KSNVE
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• v.9 no.1
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• pp.206-213
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• 1999

In the beam-like ship vibration analysis. three-dimensional correction factor(J-factor) can be calculated by considering the three-dimensional effect of the two-dimensional added mass. However, existing method is time-consuming with low accuracy in respect of global vibration analyses for vessels with large breadth. In this paper, to improve the demerit of the previous method, a new method of the beam-like ship vibration analysis is introduced In this method. the three-dimensional fluid added mass of surrounding water is calculated directly by solving the velocity potential problem using the Boundary Element Method (BEM). Then the three-dimensional added mass is evaluated as the lumped mass for each strip. Also, the beam-like ship vibration analysis for the structural beam model if performed with the lumped mass considered. It was verified that this new method is useful for the beam-like ship vibration analysis by comparing results obtained from both the existing method and the new method with experimental measurements for the open top container model.

• Bulletin of the Society of Naval Architects of Korea
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• v.26 no.4
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• pp.27-34
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• 1989

A potential-based panel method is formulated for the analysis of a partially cavitating 2-dimensional hydrofoil. The method employs dipoles and sources distributed on the foil surface to represent the lifting and cavity problems, respectively. The kinematic boundry condition on the wetted portion of the foil surface is satisfied by requiring that the total potential vanish in the inner flow region of the foil. The dynamic boundary condition on the cavity surface is satisfied by requiring that the potential vary linearly, i.e., the velocity be constant. Green's theorem then results in a potential-based boundary value problem rather than a usual velocity-based formulation. With the singularities distributed on the exact hydrofoil surface, the pressure distributions are predicted with more improved accuracy than the zero-thickness hydrofoil theory, especially near the leading edge. The theory then predicts the cavity shape and cavitation number for an assumed cavity length. To improve the accuracy, the sources and dipoles on the cavity surface are moved to the newly computed cavity surface, where the boundary conditions are satisfied again. It was found that five iterations are necessary to obtain converged values, while only two iterations are sufficient for engineering purpose.