• 제목/요약/키워드: Wavelet Correlation

검색결과 256건 처리시간 0.027초

웨이브릿 영역에서의 영역분류와 대역간 예측 및 선택적 벡터 양자화를 이용한 다분광 화상데이타의 압축 (Multispectral Image Compression Using Classification in Wavelet Domain and Classified Inter-channel Prediction and Selective Vector Quantization in Wavelet Domain)

  • 석정엽;반성원;김병주;박경남;김영춘;이건일
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(4)
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    • pp.31-34
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    • 2000
  • In this paper, we proposed multispectral image compression method using CIP (classified inter-channel prediction) and SVQ (selective vector quantization) in wavelet domain. First, multispectral image is wavelet transformed and classified into one of three classes considering reflection characteristics of the subband with the lowest resolution. Then, for a reference channel which has the highest correlation with other channels, the variable VQ is performed in the classified intra-channel to remove spatial redundancy. For other channels, the CIP is performed to remove spectral redundancy. Finally, the prediction error is reduced by performing SVQ. Experiments are carried out on a multispectral image. The results show that the proposed method reduce the bit rate at higher reconstructed image quality and improve the compression efficiency compared to conventional method.

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M-band 웨이블릿 변환을 이용한 볼테라 적응 등화기 (An Adaptive Volterra Series-based Nonlinear Equalizer Using M-band Wavelet Transform)

  • 김영근;강동준;남상원
    • 제어로봇시스템학회논문지
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    • 제7권5호
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    • pp.415-419
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    • 2001
  • This paper proposes and adaptive nonlinear equalizer based on Volterra Series along with M-band wavelet transform(M-DWT). The proposed wavelet transform-domain approach leads to diagonalization of the input vector auto-correlation matrix, which yields clustering its eigenvalue spread around one, and improving the convergence rate of the corresponding transform-domain LMS algorithm. In particular, the proposed adaptive Volterra equalizer is employed to compensate for the output distortion produced by a weakly nonlinear system. Finally, some simulation results obtained by using a TWT amplifier model are provide to demonstrated the converging performance of the proposed approach.

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CDMA 통신을 위한 Wavelet,기저 최적 비이원 확산부호계열 발생 (Generation of Wavelet-Based Optimal Non-Binary Spreading Code Sequences for CDMA Communication)

  • 이정재
    • 한국정보통신학회논문지
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    • 제2권4호
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    • pp.511-517
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    • 1998
  • 본 논문에서는 CDMA 통신을 위한 확산부호계열의 발생에 대한 새로운 기술을 소개하였다. Wavelet 패킷 부분공간을 이루는 기저의 직교성을 이용한 최적확산부호계열 발생의 효율적인 방법을 제시하고 3단계 QMF의 구조를 이용하여 최적부호계열을 발생하였다. 발생된 최적부호계열은 통상적인 PN 기저 Gold 부호 계열과는 달리 비이원으로 불규칙적인 형태로 발생되므로 의도적인 방해자로부터 보안성을 유지할 수 있으며 또한 상관함수 특성이 우수함을 보였다.

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노이지 제거기법을 이용한 지중송전계통 고장점 추정 (Fault Location Using Noise Cancellation Technique on Underground Power Cable Systems)

  • 정채균;이종범
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 A
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    • pp.440-441
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    • 2006
  • The fault location algorithm based on wavelet transform was developed to locate the fault more accuracy after the operation of relay. The stationary wavelet transform(SWT) was introduced instead of conventional discrete wavelet transform(DWT) because SWT has redundancy properties which is more useful in noise signal processing. The algorithm was based on the correlation of wavelet coefficients at multi-scales. Fault location algorithm was tested by simulation on real power cable system. From these results, the fault can be located even in very difficult situations, such as at different inception angle and fault resistance.

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SWT와 진행파를 이용한 지중송전계통 고장점 추정 기법 개발 (Development of Fault Location Method Using SWT and Travelling Wave on Underground Power Cable Systems)

  • 정채균;이종범
    • 전기학회논문지
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    • 제57권2호
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    • pp.184-190
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    • 2008
  • The fault location algorithm based on stationary wavelet transform was developed to locate the fault point more accurately. The stationary wavelet transform(SWT) was introduced instead of conventional discrete wavelet transform(DWT) because SWT has redundancy properties which is more useful in noise signal processing. In previous paper, noise cancellation technique based on the correlation of wavelet coefficients at multi-scales was introduced, and the efficiency was also proved in full. In this paper, fault section discrimination and fault location algorithm using noise cancellation technique were tested by ATP simulation on real power cable systems. From these results, the fault can be located even in very difficult and complicated situations such as different inception angle and fault resistance.

Gabor Wavelet과 Fuzzy LDA을 이용한 홍채인식 (Iris Recognition Using the Gabor Wavelet and Fuzzy LDA)

  • 고현주;유병진;전명근
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2005년도 춘계학술발표대회
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    • pp.427-430
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    • 2005
  • 사람의 홍채는 태어날 때 한번 정해지면 평생 변화하지 않는 특성을 가지고 있으며, 개개인별로 모양이 모두 다른 것으로 알려져 있다. 이에, 본 논문에서는 홍채영상 취득시 조명에 의한 동공의 크기 변화에 민감하지 않은 2차원의 홍채패턴을 취득하여, 2D Gabor Wavelet과 Fuzzy LDA를 이용하여 특징 벡터를 추출한다. 인식과정에서는 correlation 계수를 이용하여 서로 다른 홍채의 특징 값에 대해 유사도를 측정하고 유사도가 가장 큰 대상을 찾게 된다. 이때, 4개 방향의 Gabor Wavelet을 거쳐 얻어진 영상에 대해 최고의 값을 인식 대상자로 인정하므로 오 인식 될 확률을 최소화 할 수 있다. 제안한 알고리듬의 유용성을 확인하기 위해 대상자 50명에 대하여 각각 6회씩 촬영한 두 가지 데이터베이스(CASIA, CBNU)를 이용하였으며, 실험 결과 90% 이상의 높은 인식률을 얻었다.

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웨이브렛 평면 AR 모델을 이용한 초음파 비파괴 검사의 스펙클 잡음 감소 및 결함 검출 (Speckle Noise Reduction and Flaw Detection of Ultrasonic Non-destructive Testing Based on Wavelet Domain AR Model)

  • 이영석;임래묵;김덕영;신동환;김성환
    • Journal of Welding and Joining
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    • 제17권6호
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    • pp.100-107
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    • 1999
  • In this paper, we deal with the speckle noise reduction and parameter estimation of ultrasonic NDT(non-destructive test) signals obtained during weld inspection of piping. The overall approach consists of three major steps, namely, speckle noise analysis, proposition of wavelet domain AR(autoregressive) model and flaw detection by proposed model parameter. The data are first processed whereby signals obtained using vertical and angle beam transducer. Correlation properties of speckle noise are then analyzed using multiresolution analysis in wavelet domain. The parameter estimation curve obtained using the proposed model is classified a flaw in weld region where is contaminated by severe speckle noise and also clear flaw signal is obtained through CA-CFAR threshold estimator that is a nonlinear post-processing method for removing the noise from reconstructed ultrasonic signal.

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웨이브릿 SDF 필터를 이용한 잡음을 갖는 한글의 모양불변 인식 (Shape invariant recognition of korean characters with noise using wavelet SDF filter)

  • 김용규;김철수;김정우;이하운;도양회;김수중
    • 전자공학회논문지B
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    • 제33B권7호
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    • pp.147-153
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    • 1996
  • For shape invariant recognitin of korean characters iwth noise, an optical wavelet SDF filter is proposed To preserve the features of a reference image and inimize effects of a random noise in the inpt image wavelet transformed images with different dialation parameters are used. And to adapt to divese variations in the combinatorial form, eCP-SDF filter synthesis algorithm is used. The proposed optical wavelet SDF filter is the type of the matched filter so that it can use the structure of 4f optical correlation system. The computer simulation results show that the proposed filter is useful in the noisy input.

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웨이브릿 변환 영역에서 다중 해상도를 이용한 특징점 추적 알고리즘 (Feature tracking algorithm using multi resolution in wavelet transform domain)

  • 장성군;석정엽;진상훈;김성운;여보연
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.447-448
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    • 2006
  • In this paper, we propose tracking algorithm using multi resolution in wavelet transform domain. This algorithm consists of two steps. The first step is feature extraction that is select feature-points using 1-level wavelet transform in ROI (Region of Interest). The other step is feature tracking. Based on multi resolution of wavelet transform, we estimate a displacement between current frame and next frame on the basis of selected feature-points. Experimental results show that the proposed algorithm confirmed a better performance than a centroid tracking and correlation tracking.

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레이저 용접 모니터링에 적합한 디지털 필터와 웨이블렛 변환 방법에 관한 연구 (A Study on the Digital Filter and Wavelet Transform of Monitoring for Laser Welding)

  • 김도형;신호준;유영태
    • 한국정밀공학회지
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    • 제30권1호
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    • pp.67-76
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    • 2013
  • We present an innovative real-time laser welding monitoring technique employing the correlation analysis of the plasma plume optical emission generated during the process. The plasma optical radiation emitted during Nd:YAG laser welding of S45C steel samples has detected with a Photodiode and analyzed under different process conditions. The discrete DC voltage difference, filter methods and wavelet transform has been used to decompose the optical signal into various discrete series of sequences over different frequency bands. Considering that wavelet analysis can decompose the optical signals, extract the characteristic information of the signals and define the defects location accurately, it can be used to implement process-control of laser welding.