• 제목/요약/키워드: Correlation coefficient

검색결과 8,530건 처리시간 0.036초

상관계수와 하프변환을 이용한 차량번호판 자동인식 (The automatic recognition of the plate of vehicle using the correlation coefficient and hough transform)

  • 김경민;이병진;류경;박귀태
    • 제어로봇시스템학회논문지
    • /
    • 제3권5호
    • /
    • pp.511-519
    • /
    • 1997
  • This paper presents the automatic recognition algorithm of the license number in on vehicle image. The proposed algorithm uses the correlation coefficient and Hough transform to detect license plate. The m/n ratio reduction is performed to save time and memory. By the correlation coefficient between the standard pattern and the target pattern, licence plate area is roughly extracted. On the extracted local area, preprocessing and binarization is performed. The Hough transform is applied to find the extract outline of the plate. If the detection fails, a smaller or a larger standard pattern is used to compute the correlation coefficient. Through this process, the license plate of different size can be extracted. Two algorithms to each separate number are proposed. One segments each number with projection-histogram, and the other segments each number with the label. After each character is separated, it is recognized by the neural network. This research overlomes the problems in conventional methods, such as the time requirement or failure in extraction of outlines which are due to the processing of the entire image, and by processing in real time, the practical application is possible.

  • PDF

수치사진측량을 위한 영상정합의 허용상관계수 결정에 관한 연구 (A Study on the Allowable Correlation Coefficient Determination for Image Matching in Digital Photogrammetry)

  • 이재기;조재호
    • 대한공간정보학회지
    • /
    • 제5권2호
    • /
    • pp.99-110
    • /
    • 1997
  • 수치사진측량에서 공액점을 자동으로 결정하기 위한 영상정합은 가장 핵심적인 주제이며 이를 자동화하기 위한 많은 연구가 진행 중이다 본 연구에서는 영역기반 영상정합에서 영상정합의 정확도를 제어하기 위한 허용상관계수의 설정이 수치사진측량의 정확도에 미치는 영향을 고찰하였다. 이를 위해 영상상관계수 정합법, 영상피라미드 정합법, 특징점 추출에 의한 정합법을 각각 구현하고 각 방법에서 허용상관계수가 수치사진측량의 정확도에 미치는 영향을 비교 분석하였고 최적 허용상관계수를 결정하는 방법을 제시하였다.

  • PDF

국내해성점토의 수평압밀계수 특성 (Characteristics of Coefficient of Consolidation in Horizontal Direction of Korean Marine clays)

  • 전상현;김창섭;유남재
    • 산업기술연구
    • /
    • 제28권B호
    • /
    • pp.71-79
    • /
    • 2008
  • Reports about coefficients of consolidation in horizontal direction of marine clays located at seven different sites on western and southern coast area in Korea were reviewed and characteristics of them were investigated. As results of analyses, for relation between the depth of ground and coefficients, any trend and correlation between them can not be found since they are more influenced by the nature of geological formation rather than the depth of ground. Dissipation time t50, one of important factors in estimating value of coefficient of consolidation in horizontal direction, was found to be quite related to them. For the correlation between the maximum pore pressure developed and coefficients, coefficient of consolidation in the horizontal direction tend to decrease with increase of the maximum pore pressure whereas the ground water level or static pore pressure do not have any specific correlation with those coefficients. Values of coefficient tends to increase with values of liquid limit, plastic limit and plastic index and thus they are found to be directly influenced by the contents of fines. Values of coefficient of consolidation in horizontal direction are also increased with increases of permeability in horizontal direction and coefficient of consolidation in vertical direction. They were highly correlated between coefficient of consolidation and permeability in horizontal direction while values of coefficient of consolidation in horizontal direction have a relatively low correlation with values of coefficient of consolidation in horizontal direction. Sometimes, coefficient of consolidation in horizontal direction obtained from field tests were estimated 2-3 times greater than those from laboratory tests.

  • PDF

Bayesian Hypothesis Testing for Intraclass Correlation Coefficient

  • Lee, Seung-A;Kim, Dal-Ho
    • Communications for Statistical Applications and Methods
    • /
    • 제13권3호
    • /
    • pp.551-566
    • /
    • 2006
  • In this paper, we consider a Bayesian model selection for the intraclass correlation coefficient in familiar data. In particular, we compare two nested models such as the independence and intraclass models using the reference prior. A criterion for testing is the Bayesian Reference Criterion by Bernardo (1999) and the Intrinsic Bayes Factor by Berger and Pericchi (1996). We provide numerical examples using simulation data sets for illustration.

A Simple Geometric Approach to Evaluating a Bivariate Normal Orthant Probability

  • Lee, Kee-Won;Kim, Yoon-Tae;Kim, U-Jung
    • Communications for Statistical Applications and Methods
    • /
    • 제6권2호
    • /
    • pp.595-600
    • /
    • 1999
  • We present a simple geometric approach which uses polar transformation and elementary trigonometry to evaluating an orthant probability in a bivariate normal distribution. Figures are provided to illustrate the situation for varying correlation coefficient. We derive the distribution of the sample correlation coefficient from a bivariate normal distribution when the sample size is 2 as an application.

  • PDF

경계선추적과 상관계수법을 이용한 부품의 형상인식과 소프트웨어개발 (Shape Recognition of Parts and Software Development by using Border Tracking and Cross Correlatioin Method)

  • 유성민
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 1998년도 춘계학술대회 논문집
    • /
    • pp.100-105
    • /
    • 1998
  • Image processing was used to recognize parts at various disposition. Non-transpatent tachometer panel for automobile and semi-transparent panel have been used as test specimen. Laplacian filter and various threshold values have been applied for preprocessing and edge following algorithm has been applied. Series of length data between edges have been generated from each image and compared using cross correlation coefficient. The result using cross correlation coefficient. The result using both edge following and cross correlation coefficient was proven to be the best fit for the proposed parts.

  • PDF

DEVELOPING NONINFORMATIVE PRIORS FOR THE FAMILIAL DATA

  • Heo, Jung-Eun;Kim, Yeong-Hwa
    • Journal of the Korean Statistical Society
    • /
    • 제36권1호
    • /
    • pp.77-91
    • /
    • 2007
  • This paper considers development of noninformative priors for the familial data when the families have equal number of offspring. Several noninformative priors including the widely used Jeffreys' prior as well as the different reference priors are derived. Also, a simultaneously-marginally-probability-matching prior is considered and probability matching priors are derived when the parameter of interest is inter- or intra-class correlation coefficient. The simulation study implemented by Gibbs sampler shows that two-group reference prior is slightly edge over the others in terms of coverage probability.

On Power of Correlated Superposition Coding in NOMA

  • Chung, Kyuhyuk
    • 전기전자학회논문지
    • /
    • 제24권1호
    • /
    • pp.360-363
    • /
    • 2020
  • We present the power of the correlated superposition coding (SC) in non-orthogonal multiple access (NOMA). This paper derives closed-form expressions for the total allocated power with the constant total transmitted power. It is shown that the total allocated power is the function of a correlation coefficient. In result, the correlated SC NOMA should be designed with consideration of the correlation coefficient.

수평압밀계수의 영향인자에 관한 연구 (A Study on Factors Influencing to Coefficient of Consolidation in Horizontal Direction)

  • 김창섭;박병수;유남재
    • 산업기술연구
    • /
    • 제28권B호
    • /
    • pp.81-89
    • /
    • 2008
  • This paper is results of investigating the dominant factors influencing to coefficient of consolidation in horizontal direction of Korean marine clays and their correlations through literature review. From the results of analyzing data obtained from field tests such as piezocone penetration and dilatometer tests as well as laboratory tests, coefficient of consolidation in the horizontal direction was found to increase with increase of stiffness index of soil while it decreases with the increase of dissipation time of pore pressure developed during field tests. In general, the coefficient of consolidation in the horizontal direction tends to increase with increase of undrained shear strength and preconsolidation pressure although correlation between them are relatively low. Friction ratio has a high correlation with coefficient of consolidation in the horizontal direction in case of friction ratio being greater than 1.0. For methods of estimating coefficient of consolidation in the horizontal direction with different testing device, values obtained from methods of P2-logt and DMT-A with dilatometer were quite similar to values from piezocone penetration test. Consistency of soil is quite proportional to coefficient of consolidation in the horizontal direction. Clear correlation between coefficients of consolidation in the horizontal and the vertical directions could not be found. coefficient of consolidation in the horizontal direction estimated from the results of field test tends to be 1.13~3.11 times greater than that obtained from laboratory tests.

  • PDF

Correlation Between Lateral Photovoltaic Effect and Conductivity in p-type Silicon Substrates

  • Lee, Seung-Hoon;Shin, Muncheol;Hwang, Seongpil;Park, Sung Heum;Jang, Jae-Won
    • Bulletin of the Korean Chemical Society
    • /
    • 제34권6호
    • /
    • pp.1845-1847
    • /
    • 2013
  • The lateral photovoltaic effect (LPE) can be observed in semiconductors by irradiating a light spot position between electrodes on sample's surface. Because lateral photovoltaic voltage (LPV) is sensitively changed by light spot position, a LPE device has been tried as a position-sensitive detector. This study discusses the correlation between LPV and conductivity in p-type silicon and nano-structured Au deposited p-type silicon (nano-Au silicon), respectively. Conductivity measurement of the sample was carried out using the four-wire method to eliminate contact resistance, and conductivity dependence on LPV was simultaneously measured by changing the light irradiation position. The result showed a strong correlation between conductivity and LPV in the p-type silicon sample. The correlation coefficient was 0.87. The correlation coefficient between LPV and conductivity for the nano-Au silicon sample was 0.41.