• 제목/요약/키워드: Cross-correlation analysis

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스테레오 비전에서 비용 축적 알고리즘의 비교 분석 (Comparative Analysis of Cost Aggregation Algorithms in Stereo Vision)

  • 이용환;김영섭
    • 반도체디스플레이기술학회지
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    • 제15권1호
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    • pp.47-51
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    • 2016
  • Human visual system infers 3D vision through stereo disparity in the stereoscopic images, and stereo visioning are recently being used in consumer electronics which has resulted in much research in the application field. Basically, stereo vision system consists of four processes, which are cost computation, cost aggregation, disparity calculation, and disparity refinement. In this paper, we present and evaluate the existing various methods, focusing on cost aggregation for stereo vision system to comparatively analyze the performance of their algorithms for a given set of resources. Experiments show that Normalized Cross Correlation and Zero-Mean Normalized Cross Correlation provide higher accuracy, however they are computationally heavy for embedded system in the real time systems. Sum of Absolute Difference and Sum of Squared Difference are more suitable selection for embedded system, but they should be required on improvement to apply to the real world system.

지하매설 배관의 누수지점 탐지를 위한 음향학적 해석 및 신호처리 (Acoustical analysis and signal processing for leak location of buried pipes)

  • 이영섭;윤동진;백광현;김상무
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 2004년도 춘계학술발표대회 논문집 제23권 1호
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    • pp.225-230
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    • 2004
  • Leak noise is a good source to identify the exact location of a leak point of underground water pipelines. Water leak generates broadband noise from a leak location and can be propagated to both directions of water pipes. However, the necessity of long-range detect ion of this leak location makes to identify low-frequency acoustic waves rather than high frequency ones. Acoustic wave propagation coupled with surrounding boundaries including cast iron pipes is theoretical analyzed and the wave velocity was confirmed with experiment The leak locations were identified both by the acoustic emission (AE) method and the cross-correlation method. In a short-range distance, both the AE method and cross-correlation method are effective to detect leak position. However, the detect ion for a long-range distance required a lower frequency range accelerometers only because higher frequency waves were attenuated very quickly with the increase of propagation paths. Two algorithms for the cross-correlation function were suggested and a long-range detection has been achieved at real underground water pipelines longer than 300m.

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상호상관성를 이용한 망상형 유리섬유 복합체의 속도분석 연구 (The Velocity Analysis of Woven Glass Fiber Composites Using Cross-correlation Properties)

  • 이영희;이승희
    • 비파괴검사학회지
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    • 제13권4호
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    • pp.18-24
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    • 1994
  • 본 논문은 상호 상관관계 함수의 특성을 이용하여 이 함수 특성인 입력파와 출력파의 상관관계를 구하여 Lamb파의 $A_o$ mode의 속도를 알루미늄(6061-T651)에서 측정하여 본 결과 정확한 값을 구하였기에 일반적으로 속도 측정이 매우 힘든 망상형 유리섬유 복합체에 대한 음파의 전파속도를 측정하였다. 본 상호 상관 관계 함수의 특징은 외부의 어떠한 잡음에도 영향을 받지않고 쉽고 정확히 측정할 수 있으므로 그 응용면에 상당한 가치가 있고 또한 여러가지 입력파에 대한 입력파 원천 및 전파 경로 분석이 용이하여 본 복합체의 섬유구조 형태도 조사하여 본 결과 정량적 분석도 가능함을 알 수 있었다.

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마이크로셀 환경에서 편파 다이버시티 기법 적용을 위한 파라미터 분석 (Analysis of Parameters for Polarization Diversity Scheme in Microcell)

  • 이영수;홍순학;석우찬;윤영중
    • 한국전자파학회논문지
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    • 제11권3호
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    • pp.403-409
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    • 2000
  • 본 논문에서는 마이크로셀 환경에서 상향경로(Up- Link)에서의 면파 다이버시티 기법 적용에 필요한 파라미 터인 교차편파 변별도(cross polarization discrimination: XPD). 신호상관계수(signal correlation coefficient:$\rho$). 수신선호 감쇠값(received signal decrease) 등을 측정을 통하여 분석하였다. 1.9 GHz에서 측정되었으며 빌딩밀집지역, 주택밀집지역. 상권지역, 학교지역 등 서울 도심지역의 여러 환경에서 자료들을 수집하였다. 자료분석 결과 교차편파 변별도(XPD)는 환경에 따라 6~11 dB 측정되었고, 신호상관계수($\rho$)는 0.7보다 낮았으며, 수신선호 감쇠값은 3dB보다 작았다. 공간 다이버시티와 성능비교 분석결과. 편파 다이버시티 이득이 환경에 따라 2-5 dB 정도 높은 것으로 분석되었다. 그러므로, 편파 다이버시티 기법은 마이크로 셀 환경에서 효과적으로 사용될 수 있는 다이버시티 기법으로 판단된다

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2자유도 진동계의 운동정보 전달에 관한 연구;경계면열저항 (A Study on the Transfer of the Oscillator's Motion Information with 2 Degrees of Freedom;Thermal Boundary Resistance)

  • 최순호;최현규;김창복;김경근;윤석훈;오철
    • 한국마린엔지니어링학회:학술대회논문집
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    • 한국마린엔지니어링학회 2005년도 전기학술대회논문집
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    • pp.1102-1107
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    • 2005
  • The analysis of the thermal boundary resistance is very important in the both cases of microscale and macroscale systems because it plays a role of thermal barrier against a heat flow. Especially, since fairly large heat energy is generated in microscale or nanoscale systems with electronic chips, the thermal boundary resistance is a key factor to guarantee the performance of those devices. In this study, the transfer of the oscillator's motion information with 2 degrees of freedom is investigated for clarifying the mechanism of a thermal boundary resistance. We found that the transfer of the oscillator's motion information is defined as a cross-correlation coefficient and the magnitude of it determines the temperature jump over a solid interface. That is, the temperature jump over an interface increases as the magnitude of a cross-correlation coefficient decreases and vice versa.

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교외 및 주거 지역에서의 편파 다이버시티 전파전파 특성 연구 (A Study on the Propagation Characteristics of Polarization Diversity in rural and Residential Areas)

  • 임종태;김성진;유봉국
    • 한국전자파학회논문지
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    • 제9권3호
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    • pp.369-377
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    • 1998
  • 본 논문에서는 편파 다이버시티에 대한 전파전파 특성 분석과 상용의 이동전화 기지국 시스템에 적용하기 위 한 가능성을 검증하였다. 이를 위하여 교외지역 및 주거지역을 대상으로 $\pm45^{\circ}$ 선형 편파특성을 가진 이중편파 안테나를 이용하였고, 다이버시티 이득(Diversity gain)과 상호상관계수(Cross correlation coefficients)의 관 점에서 기존의 공간 다이벼시티의 성능과 비교 분석하였다. 분석 결과 공간 다아버시티가 편파 다이버시티보다 1~2 dB 정도의 다이버시티 이득은 높게 나타났으며, 휴대용 이동전화 환경에서는 편파다이버시티와 공간다이 버시티 각각에 대한 상호 상관 계수는 그 차이가 $\pm0.1$ 이내로 큰 차이가 없음올 CDF(Cummulative Distrib bution Function) 분석을 통하여 확인할 수 있었다.

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Damage detction and characterization using EMI technique under varying axial load

  • Lim, Yee Yan;Soh, Chee Kiong
    • Smart Structures and Systems
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    • 제11권4호
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    • pp.349-364
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    • 2013
  • Recently, researchers in the field of structural health monitoring (SHM) have been rigorously striving to replace the conventional NDE techniques with the smart material based SHM techniques, employing smart materials such as piezoelectric materials. For instance, the electromechanical impedance (EMI) technique employing piezo-impedance (lead zirconate titanate, PZT) transducer is known for its sensitivity in detecting local damage. For practical applications, various external factors such as fluctuations of temperature and loading, affecting the effectiveness of the EMI technique ought to be understood and compensated. This paper aims at investigating the damage monitoring capability of EMI technique in the presence of axial stress with fixed boundary condition. A compensation technique using effective frequency shift (EFS) by cross-correlation analysis was incorporated to compensate the effect of loading and boundary stiffening. Experimental tests were conducted by inducing damages on lab-sized aluminium beams in the presence of tensile and compressive forces. Two types of damages, crack propagation and bolts loosening were simulated. With EFS for compensation, both cross-correlation coefficient (CC) index and reduction in peak frequency were found to be efficient in characterizing damages in the presence of varying axial loading.

Cross-Correlation of Oscillations in A Fragmented Sunspot

  • Lee, Kyeore;Chae, Jongchul
    • 천문학회보
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    • 제43권2호
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    • pp.45.3-46
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    • 2018
  • Oscillations in a sunspot are easily detected through the Doppler velocity observation. Although the sunspot oscillations look erratic, the wavelet analysis show that they consist of successive wave packets which have strong power near three or five minutes. Previous studies found that 3-min oscillation at the chromosphere is a visual pattern of upward propagating acoustic waves along the magnetic field lines. Resent multi-height observations help this like vertical study, however, we also focus on horizontal facet to extend three dimensional understand of sunspot waves. So, we investigate a fragmented sunspot expected to have complex wave profiles according to the positions in the sunspot observed by the Fast Imaging Solar Spectrograph. We choose 4 points at different umbral cores as sampling positions to determine coherence of oscillations. The sets of cross-correlation with three and five minutes bandpass filters during a single wave packet reveal interesting results. Na I line show weak correlations with some lags, but Fe I and Ni I have strong correlations with no phase difference over the sunspots. It is more remarkable at Ni I line with 3-min bandpass that all sets of cross-correlation look like the autocorrelation. We can interpret this as sunspot oscillations occur spontaneously over a sunspot at photosphere but not at chromosphere. It implies a larger or deeper origin of 3-min sunspot oscillation.

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족저 근막염의 계절성에 대한 인터넷 검색어 데이터와 건강보험심사평가원 자료의 연관성 (Correlation between Internet Search Query Data and the Health Insurance Review & Assessment Service Data for Seasonality of Plantar Fasciitis)

  • 황석민;이금호;오승열
    • 대한족부족관절학회지
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    • 제25권3호
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    • pp.126-132
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    • 2021
  • Purpose: This study examined whether there are seasonal variations in the number of plantar fasciitis cases from the database of the Korean Health Insurance Review & Assessment Service and an internet search of the volume data related to plantar fasciitis and whether there are correlations between variations. Materials and Methods: The number of plantar fasciitis cases per month was acquired from the Korean Health Insurance Review & Assessment Service from January 2016 to December 2019. The monthly internet relative search volumes for the keywords "plantar fasciitis" and "heel pain" were collected during the same period from DataLab, an internet search query trend service provided by the Korean portal website, Naver. Cosinor analysis was performed to confirm the seasonality of the monthly number of cases and relative search volumes, and Pearson and Spearman correlation analysis was conducted to assess the correlation between them. Results: The number of cases with plantar fasciitis and the relative search volume for the keywords "plantar fasciitis" and "heel pain" all showed significant seasonality (p<0.001), with the highest in the summer and the lowest in the winter. The number of cases with plantar fasciitis was correlated significantly with the relative search volumes of the keywords "plantar fasciitis" (r=0.632; p<0.001) and "heel pain" (r=0.791; p<0.001), respectively. Conclusion: Both the number of cases with plantar fasciitis and the internet search data for related keywords showed seasonality, which was the highest in summer. The number of cases showed a significant correlation with the internet search data for the seasonality of plantar fasciitis. Internet big data could be a complementary resource for researching and monitoring plantar fasciitis.