• Journal of Digital Convergence
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• v.14 no.4
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• pp.277-283
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• 2016

This study proposed new methods to classify normal and epileptic seizure signals from EEG signals using peaks extracted by wavelet transform(WT) and Hilbert transform(HT) based on a neural network with weighted fuzzy membership functions(NEWFM). This study has the following three steps for extracting inputs for NEWFM. In the first step, the WT was used to remove noise from EEG signals. In the second step, the HT was used to extract peaks from the wavelet coefficients. We also selected the peaks bigger than the average of peaks to extract big peaks. In the third step, statistical methods were used to extract 16 features used as inputs for NEWFM from peaks. The proposed methodology shows that accuracy, specificity, and sensitivity are 99.25%, 99.4%, 99% with 16 features, respectively. Improvement in feature selection method in view to enhancing the accuracy is planned as the future work for selecting good features from 16 features.

• Proceedings of the KSME Conference
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• 2005.11a
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• pp.170.2-170.2
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• 2005

• Journal of the Korea Computer Graphics Society
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• v.11 no.1
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• pp.31-39
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• 2005

음함수 표면을 이용한 모델링 방법은 부드러운 곡면을 나타내기에 적합하며 날카로운 부분을 표현하기 위해서는 CSG 연산을 적용한다. 기존의 방식을 이용해서 얻은 매쉬에서는 흔히 음함수의 표면과 상당한 오차를 가지는 매쉬 첨점(vertex)을 얻거나 겹쳐지는 삼각형 또는 날카로운 부분의 표현이 안 되는 점 등의 문제가 나타난다. 본 논문에서는 타원체의 특성을 이용해서 타원체 기반 음함수 표면을 정확하게 샘플링하고 동시에 날카로운 부분을 효과적으로 표현할 수 있는 매쉬를 얻기 위한 폴리곤화 방법을 제안한다. 이러한 목표를 위해 타원체의 투사 특성과 표면 법선 벡터의 연속 특성을 이용해서 음함수 표면 위에 정확하게 위치하는 첨점(vertex)의 위치를 찾고 날카로운 부분을 효과적으로 표현하기 위해 점진적인 방법으로 정확한 첨점(vertex) 위치를 찾는 방법을 제안한다. 지금까지 약점으로 지적되어 왔던 음함수 표면 모델링의 시각화 절차를 이 방법을 통해 개선함으로써 음함수 표면 모델링 기법이 제공하는 다른 장점들을 적극 활용할 수 있을 것으로 기대한다.

• Journal of Digital Convergence
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• v.13 no.10
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• pp.287-293
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• 2015

This study proposed signal processing techniques and neural network with weighted fuzzy membership functions(NEWFM) to detect epileptic seizure from EEG signals. This study used wavelet transform(WT), sequential increment method, and phase space reconstruction(PSR) as signal processing techniques. In the first step of signal processing techniques, wavelet coefficients were extracted from EEG signals using the WT. In the second step, sequential increment method was used to extract peaks from the wavelet coefficients. In the third step, 3D diagram was produced from the extracted peaks using the PSR. The Euclidean distances and statistical methods were used to extract 16 features used as inputs for NEWFM. The proposed methodology shows that accuracy, specificity, and sensitivity are 97.5%, 100%, 95% with 16 features, respectively.

• Proceedings of the Korea Multimedia Society Conference
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• 2002.05c
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• pp.195-199
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• 2002

본 논문에서는 주어진 입력 이미지에서 얼굴 영역을 검출하기 위한 액티브 컨투어 모델(active contour models)을 제안한다. 제안한 모델은 스킨 칼라 모델(skin color model)에 의해 표현되는 사람 얼굴의 칼라 정보를 이용한다. 본 논문에서는 첨점(cusps), 모서리 (corners), 그리고 자동 위상 변화(automatic topological changes)를 고려한 레벨 셋 메소드(level set method)를 사용하여 액티브 컨투어를 진화시킨다. 실험 결과는 제안한 방법이 얼굴 영역 검출에 효과가 있음을 보여준다.

• Transactions of the Korean Society of Mechanical Engineers A
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• v.35 no.3
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• pp.241-250
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• 2011

The new gerotor developed in this paper has an inner rotor in which a circular arc is inserted between the hypocycloid and epicycloid curves, whereas the outer rotor is designed using the simulation results for the rotor and a modification method. The new gerotor has no cusps and loops and no limit on the eccentricity. We increase the average flow rate by adding a new design parameter, $\gamma$, which is the inclined angle of the inner rotor at the intersection of the hypocycloid and the circular arc. A calculation method to calculate the chamber area is also developed. This method can also be used to calculate the flow rate and flow rate irregularity when the contact points are unknown. The control of eccentricity and $\gamma$ is expected to lead to an efficient rotor.

• Communications of Mathematical Education
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• v.23 no.3
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• pp.625-642
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• 2009

In the school mathematics the concept of tangent is introduced in several steps in suitable contexts. Students are required to reflect and revise their concepts of tangent in order to apply the improved concept to wider range of contexts. In this paper we consider the tangent as the optimal linear approximation to a curve at a given point and make three discussions on pedagogical aspects of it. First, it provides a method of finding roots of real numbers which can be used as an application of tangent. This may help students improve their affective variables such as interest, attitude, motivation about the learning of tangent. Second, this concept reflects the modern point of view of tangent, the linear approximation of nonlinear problems. Third, it gives precise meaning of two tangent lines appearing two sides of a cusp point of a curve.

• 한국전산유체공학회:학술대회논문집
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• 2008.03b
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• pp.304-307
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• 2008

Two-dimensional Stokes flow due to the line source and line sink of same strength in semi-infinite flow region with free surface is analysed using complex variable theory and conformal mapping. Surface tension effects are included while gravity is neglected. From the results of analysis, flow pattern and free surface shape are obtained and velocity distribution on the free surface is determined with 2 independent parameters Ca (capillary number) and h (non-dimensionalized distance between source and sink). When the location of the sink is above the source, velocity on the free surface converges and a cusp occurs on the free surface for the value of Ca above some critical capillary number.

• Proceedings of the KIEE Conference
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• 2007.07a
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• pp.2044-2045
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• 2007

코로나 발생은 전극의 첨점이 형성되어 전극에 전계가 집중될 경우 불균질성에 의한 방전이다. 수용가용 154kV 인류형 클램프 말단의 전선처리는 코로나 발생을 가속시켜 전력손실, 노이즈 발생 등의 영향을 미친다. 본 연구에서는 수용가용 154kV 수전설비용 자기애자 (Porcelain Insulator)와 가공선로(Overhead Line)의 지지용 금구사이에서 발생하는 코로나 특성을 고찰하였다, 일반적 방법으로 확인 되지않는 코로나를 UV Image 이용하여 애자의 소손 위험성 및 상태를 제시하였으며, 유한요소법(FEMLAB)을 이용하여 나전선의 길이별로 전계분포에 의한 위험성을 제시하였다. 수전설비의 설치조건 및 금구류의 유지보수 및 안전성 향상에 활용될 것으로 기대한다.

• Journal of the Korean Society for Precision Engineering
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• v.23 no.4 s.181
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• pp.124-131
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• 2006

A gerotor pump is suitable for oil hydraulics of machine tools, automotive engines, compressors, constructions and other various applications. Especially the pump is an essential machine element of an automotive engine to feed lubricant oil. The subject of this paper is the theoretical analysis of internal lobe pump whose the main components are the rotors: usually the outer one is characterized by lobes with circular shape, while the inner rotor profile is determined as conjugate to the other. For this reason the first topic presented here is the definition of the geometry of the rotors starting from the design parameters. The choice of these parameters is subject to some limitations in odor to limit the pressure angle between the rotors. Now we will consider the design optimization. The first step is the determination of the instantaneous flow rate as a function of the design parameter. This allows us to calculate three performance indexes commonly used far the study of positive displacement pumps: the flow rate irregularity, the specific flow rate, and the specific slipping. These indexes are used to optimize the design of the pump and to obtain the sets of optimum design parameter. Results obtained from the analysis enable the designer and manufacturer of oil pump to be more efficient in this field, and the system could serve as a valuable one for experts and as a dependable training aid for beginners.