• 제목/요약/키워드: Number Field

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텐서보팅과 마르코프 랜덤 필드를 이용한 자연 영상의 텍스트 이진화 (Natural Scene Text Binarization using Tensor Voting and Markov Random Field)

  • 최현수;이귀상
    • 스마트미디어저널
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    • 제4권4호
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    • pp.18-23
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    • 2015
  • 본 논문에서는 텐서보팅을 이용하여 기존 마르코프 랜덤 필드 메소드 안의 가우시안 혼합 모델 함수의 성능을 향상시킬 수 있는 적합한 클러스터 개수 검출 방법을 제시한다. 제안하는 방법의 핵심 포인트는 텐서보팅의 인풋 데이터 토큰의 연속성인 saliency map을 통한 중심점 개수의 추출이다. 우리는 가장 먼저 주어진 자연 영상에서 전경 및 배경 후보 영역을 분리한다. 다음으로, 분리된 각 후보 영역에 대하여 텐서보팅을 적용하여 적절한 클러스터 개수를 추출한다. 우리는 검출된 클러스터 개수를 이용하여 정확한 가우시안 혼합 모델 모델링을 수행할 수 있다. 그리고 이를 적용한 마르코프 랜덤 필드의 unary term과 pairwise term을 계산하여 자연 영상의 텍스트 이진화 결과를 반환한다. 실험 결과, 제안된 방법이 최적의 클러스터 개수를 반환하고, 향상된 텍스트 이진화 결과를 반환함을 확인하였다.

Broadband Spectrum Sensing of Distributed Modulated Wideband Converter Based on Markov Random Field

  • Li, Zhi;Zhu, Jiawei;Xu, Ziyong;Hua, Wei
    • ETRI Journal
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    • 제40권2호
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    • pp.237-245
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    • 2018
  • The Distributed Modulated Wideband Converter (DMWC) is a networking system developed from the Modulated Wideband Converter, which converts all sampling channels into sensing nodes with number variables to implement signal undersampling. When the number of sparse subbands changes, the number of nodes can be adjusted flexibly to improve the reconstruction rate. Owing to the different attenuations of distributed nodes in different locations, it is worthwhile to find out how to select the optimal sensing node as the sampling channel. This paper proposes the spectrum sensing of DMWC based on a Markov random field (MRF) to select the ideal node, which is compared to the image edge segmentation. The attenuation of the candidate nodes is estimated based on the attenuation of the neighboring nodes that have participated in the DMWC system. Theoretical analysis and numerical simulations show that neighboring attenuation plays an important role in determining the node selection, and selecting the node using MRF can avoid serious transmission attenuation. Furthermore, DMWC can greatly improve recovery performance by using a Markov random field compared with random selection.

핀-핀 형 또는 판-판 형 전극에 인가된 AC 전기장이 에틸렌 정상 확산 화염 Soot 입자 배출에 미치는 영향 (Effects of AC Electrostatic Field Applied to fin-to-Pin/Plate-to-Plate Electrodes on Soot Reduction in a C2B4 Normal Diffusion Flame)

  • 이재복;황정호
    • 대한기계학회논문집B
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    • 제26권8호
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    • pp.1062-1068
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    • 2002
  • In our previous study, it was proven that the mean size and the total number concentration of carbon soot particles emitted from a $C_2$H$_4$ normal diffusion flame decreased when a DC corona was discharged to pin-pin electrodes. In this work the effect of AC corona discharge on soot emission was investigated and compared with that of DC corona discharge. For the pin-pin electrodes the size of soot particles and the number concentration decreased by the AC voltage. There were only slight changes in size distribution with frequencies, while the magnitude of applied voltage was constant. When the electric field was applied to plate-plate electrodes, the size and the number concentration also decreased with the applied AC voltages. For applied voltages above 2kV the effect of frequency increase on the soot emission was effective.

Semi-automatic Field Morphing : Polygon-based Vertex Selection and Adaptive Control Line Mapping

  • Kwak, No-Yoon
    • International Journal of Contents
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    • 제3권4호
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    • pp.15-21
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    • 2007
  • Image morphing deals with the metamorphosis of one image into another. The field morphing depends on the manual work for most of the process, where a user has to designate the control lines. It takes time and requires skills to have fine quality results. It is an object of this paper to propose a method capable of realizing the semi-automation of field morphing using adaptive vertex correspondence based on image segmentation. The adaptive vertex correspondence process efficiently generates a pair of control lines by adaptively selecting reference partial contours based on the number of vertices that are included in the partial contour of the source morphing object and in the partial contour of the destination morphing object, in the pair of the partial contour designated by external control points through user input. The proposed method generates visually fluid morphs and warps with an easy-to-use interface. According to the proposed method, a user can shorten the time to set control lines and even an unskilled user can obtain natural morphing results as he or she designates a small number of external control points.

Efficiency Evaluation of the Unconditional Maximum Likelihood Estimator for Near-Field DOA Estimation

  • Arceo-Olague, J.G.;Covarrubias-Rosales, D.H.;Luna-Rivera, J.M.
    • ETRI Journal
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    • 제28권6호
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    • pp.761-769
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    • 2006
  • In this paper, we address the problem of closely spaced source localization using sensor array processing. In particular, the performance efficiency (measured in terms of the root mean square error) of the unconditional maximum likelihood (UML) algorithm for estimating the direction of arrival (DOA) of near-field sources is evaluated. Four parameters are considered in this evaluation: angular separation among sources, signal-to-noise ratio (SNR), number of snapshots, and number of sources (multiple sources). Simulations are conducted to illustrate the UML performance to compute the DOA of sources in the near-field. Finally, results are also presented that compare the performance of the UML DOA estimator with the existing multiple signal classification approach. The results show the capability of the UML estimator for estimating the DOA when the angular separation is taken into account as a critical parameter. These results are consistent in both low SNR and multiple-source scenarios.

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Near-Field Imaging of Graphene

  • 권혁상;김덕수;김지환
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
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    • pp.127-127
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    • 2012
  • We carried out the high-resolution dielectric mapping of graphenes on $SiO_2$/Si substrate, using the scattering Apertureless Near-Field Scanning Optical Microscopy (s-ANSOM) in both visible (633 nm) and infrared (3.6 um) wavelengths. In the visible wavelength, the dielectric contrasts are almost proportional to the number of the graphene layers, which indicates that the near-field interaction between the tip and individual graphene layers leads to an image charge oscillation in two-dimension. In the infrared region, on the other hand, we observe unique layer-specific contrasts that do not linearly increase with number of layers. It is attributed to the layer-dependent band- structure of graphenes.

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직류 열 플라즈마의 발생 및 그특성에 관한 연구 (A Study on DC Thermal Plasma Generation and ist Characteristics)

  • 김원규;황기웅
    • 대한전기학회논문지
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    • 제39권11호
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    • pp.1219-1226
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    • 1990
  • This paper is to report the results on the design and construction of a thermal plasma generator with high current DC source. Also, this paper presents the methods to stabilize plasma and to find effects of process variables on plasma characteristics. For this purpose, the reaction chamber, vacuum system, plasma generating torch, magnetic field generating coil with power supply, high current DC source and the other parts have been designed. Fundamental properties of the thermal plasma under various conditions have been measured and analyzed. Magnetic Reynolds Number has been introduced to explain the relationship between plasma and external magnetic field. Through this number, the effect of magnetic field on the plasma has been explained under various flow rates and pressure. A sudden increase in the plasma voltage has been observed with the increase of magnetic field. From this, fundamental changes in plasma flow are believed to occur at the nozzle, and an effort to explain the phenomenon has been tried.

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The influence of model surface roughness on wind loads of the RC chimney by comparing the full-scale measurements and wind tunnel simulations

  • Chen, Chern-Hwa;Chang, Cheng-Hsin;Lin, Yuh-Yi
    • Wind and Structures
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    • 제16권2호
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    • pp.137-156
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    • 2013
  • A wind tunnel test of a scaled-down model and field measurement were effective methods for elucidating the aerodynamic behavior of a chimney under a wind load. Therefore, the relationship between the results of the wind tunnel test and the field measurement had to be determined. Accordingly, the set-up and testing method in the wind tunnel had to be modified from the field measurement to simulate the real behavior of a chimney under the wind flow with a larger Reynolds number. It enabled the results of the wind tunnel tests to be correlated with the field measurement. The model surface roughness and different turbulence intensity flows were added to the test. The simulated results of the wind tunnel test agreed with the full-scale measurements in the mean surface pressure distribution behavior.

유한요소법을 이용한 자연대류열전달 수치해석 연구 (A Numerical Study for Natural Convective Heat Transfer by Finite Element Method)

  • 이진욱
    • 에너지공학
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    • 제7권1호
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    • pp.113-121
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    • 1998
  • 자연대류열전달에 있어서 유체의 속도는 온도장에 의해 크게 영향을 받는다. 따라서 유체의 물성치의 변화는 유동장 및 온도장에 크게 영향을 미칠 수 있다. 본 연구에서는 물성치에 의한 영향을 분석하기 위하여 동일한 레이레이수(Rayleigh number)하에서 물성치의 대표적인 무차원수인 프란틀수(Prandtl number)가 넓은 범위에서 변하는 경우에 대한 연구를 수행하였다. 그리고 유체의 점성계수 및 열전도도를 온도에 따른 2차원 다항식 함수로 모델링하여 전산해석을 시도하여 그 영향을 분석하고자 시도하였다. 열전달량의 척도인 누셀트수(Nusselt number)의 프란틀수 의존도는 레이레이수 의존도에 비하면 약한 편이지만 비교적 강한 것으로 나타났다. 물성치가 온도의 함수로 주어지는 경우, 유동장은 경계면을 제외하고는 비교적 강한 것으로 나타났다. 물성치가 온도의 함수로 주어지는 경우, 유동장은 경계면을 제외하고는 비교적 약한 영향을 받지만 온도장은 강한 영향을 받는 것으로 나타났으며, 특히 열전도도가 온도의 함수로 주어지는 경우에 온도장에 미치는 영향은 상당히 강한 것으로 관찰되었다.

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