• Title/Summary/Keyword: 단일경계

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Improving Weak Classifiers by Using Discriminant Function in Selecting Threshold Values (판별 함수를 이용한 문턱치 선정에 의한 약분류기 개선)

  • Shyam, Adhikari;Yoo, Hyeon-Joong;Kim, Hyong-Suk
    • The Journal of the Korea Contents Association
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    • v.10 no.12
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    • pp.84-90
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    • 2010
  • In this paper, we propose a quadratic discriminant analysis based approach for improving the discriminating strength of weak classifiers based on simple Haar-like features that were used in the Viola-Jones object detection framework. Viola and Jones built a strong classifier using a boosted ensemble of weak classifiers. However, their single threshold (or decision boundary) based weak classifier is sub-optimal and too weak for efficient discrimination between object class and background. A quadratic discriminant analysis based approach is presented which leads to hyper-quadric boundary between the object class and background class, thus realizing multiple thresholds based weak classifiers. Experiments carried out for car detection using 1000 positive and 3000 negative images for training, and 500 positive and 500 negative images for testing show that our method yields higher classification performance with fewer classifiers than single threshold based weak classifiers.

Direct-current Dielectrophoretic Motions of a Single Particle due to Interactions with a Nearby Nonconducting Wall (비전도성 벽과의 상호작용에 따른 단일 입자의 직류 유전영동 운동)

  • Kang, Sangmo
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.39 no.5
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    • pp.425-433
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    • 2015
  • In this paper, we have numerically investigated two-dimensional dielectrophoretic (DEP) motions of a single particle suspended freely in a viscous fluid, interacting with a nearby nonconducting planar wall, under an externally applied uniform direct-current electric field. Particularly, we solve the Maxwell equation with a large sharp jump in the electric conductivity at the particle-fluid interface and then integrate the Maxwell stress tensor to compute the DEP force on the particle. Results show that, under an electric field parallel to the wall, one particle is always repelled to move far away from the wall and the motion depends strongly on the particle-wall spacing and the particle conductivity. The motion strength vanishes when the particle is as conductive as the fluid and increases as the conductivity deviates further from that of the fluid.

Automatic Generatio of Korean Pronunciation Variants (TTS 시스템을 위한 한국어 발음열 자동 생성)

  • 차선화
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1998.08a
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    • pp.413-418
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    • 1998
  • 음성 합성 시스템의 한 모듈로서 한국어 문자열을 음소열로 자동 변환하는 시스템을 구현하였다. 문자열을 음소열로 변환할 때에는 한국어 음운현상에 대한 체계적인 분석 과정이 필요하다. 한국어의 음운 변화 현상은 단일 형태소 내부와 여러 형태소가 결합하여 한 어절을 이루는 경우 그 형태소 경계, 그리고 어절 경계에서 서로 다른 음운규칙이 적용된다. 따라서 언절이나 문장 등의 입력을 음소열로 변환하기 위해서는 형태소 분석, 태깅작업이 반드시 수행되어야 올바른 발음열을 유도할 수 있다. 본 논문에서 제안한 시스템은 한국어의 형태음운현상을 반영하기 위해 형태소 분석을 선행한 후, 한국어에서 빈번하게 발생하는 음운 변화 현상의 분석을 통해 정의된 음소 변동 규칙과 변이음 규칙을 선택적으로 적용하여 형태소, 어절, 언절 또는 문장 등의 다양한 형태의 입력에 대해 발음열을 생성한다. 기존의 연구에서 분리되어 있던 형태소 태거와 변환시스템을 통합하여 사용자 편의성을 높였으며 텍스트 기반의 형태소 분석기를 사용하기 때문에 원형이 복원되는 형태소들에 대한 처리 루틴을 두어 오류를 감소 시켰다.

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Heat Transfer on a Jet Vane Surface Installed in a Rocket Nozzle (로켓노즐에 장착된 제트베인 표면의 열전달 특성)

  • Yu Man Sun;Cho Hyung Hee;Hwang Ki Young;Bae Ju Chan
    • Journal of the Korean Society of Propulsion Engineers
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    • v.9 no.1
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    • pp.9-16
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    • 2005
  • Jet vane is an useful component which is installed at the end of a nozzle for the purpose of the posture control and the secure controlling stability during the initial launching of a rocket. During several seconds from its initial launching moment, the JV driving part is heated due to the direct contact of the vane with the combusted gas and the vane is ablated mechanically or chemically. In this study, as the fundamental study for the thermal analysis of jet vane, the heat transfer into a jet vane which is located in the uniform supersonic flow field is calculated. For this, boundary layer integral method and finite difference method are used simultaneously. Based on the thermal boundary conditions derived from the analysis, the transient heat conduction in the vane is also calculated.

A Study on Delay Time and Capacitance Calculation for Interconnection Line in Multi-Dielectric Layer (다층 유전체에서의 Interconnection Line에 대한 커패시턴스와 지연시간 계산 방법에 관한 연구)

  • 김한구;곽계달
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.29A no.9
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    • pp.46-55
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    • 1992
  • This paper propose how to calculate the capacitance for VLSI interconnection lines in multi-dielectric layer. The proposed method is a expansive form of 3-dimensional direct intergral method developed in single-dielectric layer. We took into consideration the effect of multi-dielectric layer by using additional boundary condition instead of modified Green's function. It is used the potential equations in line surface and the electric field equations in dielectric interface as the boundary condition. RC delay time for interconnection line of multi-dielectric layer is obtained from the calculated capacitance value. At this time, we are used Al and WSiS12T as interconnection materials.

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Study of SUVm Cut-off Value for the Distinction of Pancreatic Cancer In PET/CT Exam (PET/CT 검사에서 췌장암 판별을 위한 SUVm 경계값 연구)

  • Chang, Boseok;Kim, Jae Ho;Liu, Guoxu;Jang, Eun Sung
    • The Journal of the Korea Contents Association
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    • v.17 no.10
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    • pp.567-575
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    • 2017
  • In this study, when diagnosis pancreatic cancer by dual time point PET/CT, we propose SUVm 2.52 as the threshold value for performing the dual time point PET/CT exam. The hypothesis of normal distribution was adopted through data conversion of 60 pancreatic diseases. The proposed SUVm2.52 boundary value showed a significance level that could be applied to both 120 and 180 minutes of delay time scan for pancreatic cancer determination (p<0.05). C-value variation shows that delay time 2 hour test is more useful than delay time 3 hour test. When the SUVm 2.52 is set to the boundary value and the double-time point PET/CT exam is performed, the probability of distinguishing cancer from inflammation in the delayed image is 95%. When the delayed test is performed with the proposed boundary value SUVm 2.52, Compared with general PET / CT scans, it is thought that it may be helpful to distinguish pancreatic cancer.

An Analysis of A Circularly Polarized Conformal Microstrip Parch Antenna Using The Unsplit Anisotropic Perfectly Matched Layer(UAPML) (비분리형 비등방성 완전 정합층(UAPML)을 이용한 원형편파 등각 마이크로스트립 패치 안테나의 해석)

  • 박동희;김정기
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.9 no.6
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    • pp.813-823
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    • 1998
  • This paper analyzed the circularly polarized conformal microstrip patch antennal using the unsplit anisotropic perfectly matched layer(UAPML) method. Also, this paper are treated effectively the edge and corner parts on the 3 dimensional UAPML. Especially, to analyze microstrip patch antennas with the coaxial feeder line, it was applied to mixed the UAPML with Mur's first order absorbing boundary condition. Therefore this paper suggest the new the method to mix the UAPML with Mur's first order absorbing boundary condition. The results show the time responses of electromagnetics $E_z$ and $H\chi'$, input impedances of coaxial cable and radiation patterns of strip parchs on the single and the array patchs with central frequencies 1.575 GHz, 1.778 GHz and 4.8 GHz in L-band and C-band for mobile communication. The results of this paper shows that its results was compared the Mur's first order abc and mixed the second order dispersion boundary condition(SDBC) with the Mur's first order absorbing boundary condition. In accordance with, the validity of the method is confirmed.

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Dynamics and Flow Pattern in the Vertical single-tube Reflux Condenser (수직 단일 관에서의 재관수응축시 유동 패턴과 동적 특성분석)

  • 이재영
    • Journal of Energy Engineering
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    • v.9 no.4
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    • pp.358-365
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    • 2000
  • 본 연구에서는 수직 단일관에서의 재관수(reflux) 응축 현상에서 증기유량이 역류제한치보다 큰 경우에 발생하는 다양한 유동 패턴을 예측하고, 그 동적 특성을 해석하기 위한 모델을 개발하였다. 특히 L/D가 큰 재관수 응축기에서 발생하는 충전 방출 모드에서의 동적 특성을 예측하는 것이 목표이다. 응축기의 내부를 액체와 증기의 두 영역으로 나누어 질량, 에너지, 운동량 보존에 입각한 본 모델은, 형성된 물기둥의 진동시 갈래질 경계(bifurcation boundary)와 진동주기를 예측할 수 있다. 이 모델은 McMaster 대학에서 수행한 실험결과와 비교한 결과 양호한 예측을 했고, 튜브 직경변화 효과를 잘 묘사하였다. 이러한 단순 모델은 재관수 응축기의 설계시에 설계변수를 도출하는데 사용될 수 있고, 인위적으로 부여한 압력펄스를 이용하여 재관수 응축기의 운전영역을 개선하는데 기초로 활용될 수 있다.

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Flow Characteristics in a Cavity Due to a Single Rotating Disk and Co-Rotating Disks (구속된 단일 회전원판과 동시 회전원판 내부의 유동 특성)

  • Won, Chung Ho;Ryu, Goo Young;Cho, Hyung Hee
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.23 no.9
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    • pp.1192-1200
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    • 1999
  • The present study investigates flow characteristics in a cavity with one rotating disk and co-rotating disks for application to HDD. The experiments are conducted for rotating Reynolds numbers of $5.5{\times}104$ to $1.10{\times}105$ and for gap ratios of 0.059 to 0.175 in a single rotating and 0.047 to 0.094 in co-rotating disk. Time-resolved velocity components and turbulence intensity on the rotating disks are obtained by using LDA measurements. Detailed Knowledge of the flow characteristics is essential to analyze flow vibration and heat transfer and to design head-arm assembly and hub height in HDD. The results indicate that the velocity field in HDD is changed largely by the rotating Reynolds numbers and hub height of the disk.

High Frequency Vibration Analysis of Single Curved Beam Using the Ray Tracing Method (레이 추적 기법을 이용한 단일 곡보의 고주파수 진동 해석)

  • 정철호;이정권
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.11a
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    • pp.90-95
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    • 2001
  • 현재까지 고주파수 진동해석에 가장 많이 쓰이는 방법은 통계적 에너지 해석법 (SEA)이다. 그러나 SEA는 많은 가정을 사용하고 있고 시간 및 공간 평균된 에너지 값을 사용하기 때문에 결과에서 알아낼 수 있는 정보가 제한된다. 이러한 단점을 극복하기 위하여 진동 전도 해석법(VCA)이나 파동 인텐시티기법 (WIA)등이 제안되었고, 기하음향학의 한 방법인 레이 추적 기법 (RTM)도 구조음향학에 적용하고 있다. 본 논문에서는 레이 추적 기법을 이용하여 오일러-베르누이 보 이론에 근거한 고정단-자유단 경계조건을 가지는 단일 곡보의 진동 해석을 수행하였다. 예제를 통한 해석 결과, 주파수가 높을수록, 또 감쇠가 클수록 더 정확한 결과를 예측할 수 있음을 관찰할 수 있었으며, 따라서 기존 해석법들의 가정에 적합하지 않은 구조물에 적용할 수 있는 장점이 있다.

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