• 제목/요약/키워드: Decorrelation

검색결과 75건 처리시간 0.027초

시각 장치를 이용한 직불 결합 인식에 관한 연구 (A Study on The Visual Inspection of Fabric Defects)

  • 경계현;고명삼;이상욱;이범희
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 정기총회 및 창립40주년기념 학술대회 학회본부
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    • pp.311-315
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    • 1987
  • This paper describes the automatic visual inspect ion system of fabric defects based on pattern recognition techniques. To extract features for detection of fabric defects, four different techniques such as SGLDM. GCM, decorrelation method, and Laws' texture measure were investigated. From results of computer simulation, it has been found that GCM and decorrelation techniques provide good features. By employing a simple statistical pattern recognition technique, theaccuracy of classification of defect and nondefect was more than 90%. Some experimental results arm also presented.

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GPS 주파수간 편이 추정정확도 분석 (Estimation Accuracy Analysis of GPS Inter-Frequency Biases)

  • 김민우;김정래;허문범
    • 항공우주시스템공학회지
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    • 제4권1호
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    • pp.19-22
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    • 2010
  • The accuracy and integrity of global navigation satellite systems (GNSS) can be improved by using GNSS augmentation systems. Large ionospheric spatial gradient, during ionosphere storm, is a major threat for using GNSS augmentation systems by increasing the spatial decorrelation between a reference system and users. Ionosphere decorrelation behavior can be analyzed by using dual frequency GPS data. GNSS receivers have their own biases, called inter-frequency bias (IFB) between dual(P1 and P2) frequencies and they must be accurately estimated before computing ionosphere delays. GPS network data in Korea is used to compute each receiver's IFB, and their estimation accuracy and variability are analyzed. IFB estimation methodology to apply for ionosphere gradient analysis is discussed.

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매개하향변환 과정에서 발생하는 광자쌍의 상관관계에 따른 동시계수 측정 (Effects of the decorrelation on the coincidence detection with correlated photons in a parametric down-conversion)

  • 김헌오;고정훈;김태수
    • 한국광학회지
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    • 제12권6호
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    • pp.431-436
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    • 2001
  • 자발적인 매개하향변환과정에서 발생하는 광자쌍을 이용하여, 광학계내의 광손실에 따른 상관관계의 감소가 단일광자계수 와 두-광자 동시계수에 미치는 영향을 조사하였다. 두 검출기 앞에 얇은 유리판을 설치하고 유리판의 편광에 따른 투과율을 변화시켜 두 광자들간의 상관관계를 인위적으로 조절하였다. 상관관계의 정도에 따라 측정된 단일광자계수는 광자를 측정하는 검출기 앞에 놓인 유리판의 투과율에 비례하는 반면에, 두-광자 동시계수는 두 검출기 안에 놓인 두 유리판의 투과율의 곱에 비례하였다.

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A Double-channel Four-band True Color Night Vision System

  • Jiang, Yunfeng;Wu, Dongsheng;Liu, Jie;Tian, Kuo;Wang, Dan
    • Current Optics and Photonics
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    • 제6권6호
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    • pp.608-618
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    • 2022
  • By analyzing the signal-to-noise ratio (SNR) theory of the conventional true color night vision system, we found that the output image SNR is limited by the wavelength range of the system response λ1 and λ2. Therefore, we built a double-channel four-band true color night vision system to expand the system response to improve the output image SNR. In the meantime, we proposed an image fusion method based on principal component analysis (PCA) and nonsubsampled shearlet transform (NSST) to obtain the true color night vision images. Through experiments, a method based on edge extraction of the targets and spatial dimension decorrelation was proposed to calculate the SNR of the obtained images and we calculated the correlation coefficient (CC) between the edge graphs of obtained and reference images. The results showed that the SNR of the images of four scenes obtained by our system were 125.0%, 145.8%, 86.0% and 51.8% higher, respectively, than that of the conventional tri-band system and CC was also higher, which demonstrated that our system can get true color images with better quality.

Filtering of Filter-Bank Energies for Robust Speech Recognition

  • Jung, Ho-Young
    • ETRI Journal
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    • 제26권3호
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    • pp.273-276
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    • 2004
  • We propose a novel feature processing technique which can provide a cepstral liftering effect in the log-spectral domain. Cepstral liftering aims at the equalization of variance of cepstral coefficients for the distance-based speech recognizer, and as a result, provides the robustness for additive noise and speaker variability. However, in the popular hidden Markov model based framework, cepstral liftering has no effect in recognition performance. We derive a filtering method in log-spectral domain corresponding to the cepstral liftering. The proposed method performs a high-pass filtering based on the decorrelation of filter-bank energies. We show that in noisy speech recognition, the proposed method reduces the error rate by 52.7% to conventional feature.

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Fault Detection and Diagnosis of Dynamic Systems with Sequentially Correlated Measurement Noise

  • Kim, B.S.;Y, J. Lee;Kim, K.Y.;Lee, I.S.;Lee, D.Y.;Lee, J.W.
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.157.4-157
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    • 2001
  • An effective approach to detect and diagnose multiple failures in a dynamic system is proposed for the case where the measurement noise is correlated sequentially in time. It is based on the modified interacting multiple-model (MIMM) estimation algorithm in which a generalized decorrelation process is developed by employing the autoregressive (AR) model for the correlated measurement noise. Numerical example for the nuclear steam generator is provided to illustrate the enhanced performance of the proposed algorithm.

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GPS 반송파 위상을 이용한 정밀 측위의 최소자승법과 LAMBDA기법의 성능분석 (Performance Analysis of Least-Squares Estimation and LAMBDA Method for GPS Precise Positioning using Carrier Phase)

  • 박헌준;원종훈;고선준;이자성
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.146-146
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    • 2000
  • This paper presents field test results of the GPS precise positioning using carrier phase observable. The Least-squares AMBiguity Decorrelation Adjustment(LAMBDA) method is implemented to resolve integer ambiguity problem for two epoch Ll carrier phase measurement data. Field test results show that the GPS precise positioning of cm-level accuracy is obtainable with conventional low cost, single frequency C/A code GPS receivers.

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SAR 영상을 이용한 수치표고모형 제작방법에 관한 연구

  • 이창원;문우일
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2000년도 춘계 학술대회 논문집 통권 3호 Proceedings of the 2000 KSRS Spring Meeting
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    • pp.85-90
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    • 2000
  • 백두산 지역의 JERS-1 SLC 영상과 볼리비아 지역의 RADARSAT 영상에 대해 각각 interferometry와 radargrammetry를 이용하여 수치표고모형을 제작하였다. Interferometry 는 coregistration, interferogram 작성, phase unwrapping 과정으로 나눠지는데 temporal decorrelation으로 낮은 coherence, 부정확한 궤도정보가 DEM의 정확도를 저하시키는 주요 원인으로 작용하였다. Radargrammetry는 photogrammetry와 동일한 처리과정, 즉 GCP를 이용한 stereo model 설정, 영상 matching, 고도추출단계로 이루어지지만 광학영상 과는 다른 SAR 영상의 기하학적, 방사적 특성이 고려되어야 한다.

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Partial Principal Component Elimination Method and Extended Temporal Decorrelation Method for the Exclusion of Spontaneous Neuromagnetic Fields in the Multichannel SQUID Magnetoencephalography

  • Kim, Kiwoon;Lee, Yong-Ho;Hyukchan Kwon;Kim, Jin-Mok;Kang, Chan-Seok;Kim, In-Seon;Park, Yong-Ki
    • Progress in Superconductivity
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    • 제4권2호
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    • pp.114-120
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    • 2003
  • We employed a method eliminating a temporally partial principal component (PC) of multichannel-recorded neuromagnetic fields for excluding spatially correlated noises from event-evoked signals. The noises in magnetoencephalography (MEG) are considered to be mainly spontaneous neuromagnetic fields which are spatially correlated. In conventional MEG experiments, the amplitude of the spontaneous neuromagnetic field is much lager than that of the evoked signal and the synchronized characteristics of the correlated rhythmic noise makes it possible for us to extract the correlation noises from the evoked signal by means of the general PC analysis. However, the whole-time PC of the fields still contains a little projection component of the evoked signal and the elimination of the PC results in the distortion of the evoked signal. Especially, the distortion will not be negligible when the amplitude of the evoked signal is relatively large or when the evoked signals have a spatially-asymmetrical distribution which does not cancel out the corresponding elements of the covariance matrix. In the period of prestimulus, there are only the spontaneous fields and we can find the pure noise PC that is not including the evoked signal. Besides that, we propose a method, called the extended temporal decorrelation method (ETDM), to suppress the distortion of the noise PC from remanent evoked signal components. In this study, we applied the Partial Principal component elimination method (PPCE) and ETDM to simulated signals and the auditory evoked signals that had been obtained with our homemade 37-channel magnetometer-based SQUID system. We demonstrate here that PPCE and ETDM reduce the number of epochs required in averaging to about half of that required in conventional averaging.

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헤드폰 청취환경에서의 실감 오디오 재현을 위한 음상 외재화 기법 (A Sound Externalization Method for Realistic Audio Rendering in a Headphone Listening Environment)

  • 김용국;전찬준;김홍국;이용주;장대영;강경옥
    • 대한전자공학회논문지SP
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    • 제47권5호
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    • pp.1-8
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    • 2010
  • 본 논문에서는 헤드폰 재생 환경에서의 머리 밖 음상정위를 위한 음상 외재화(externalization) 기법을 제안한다. 제안된 기법에서는 기존의 머리전달함수(HRTF) 또는 초기 반사음 등을 이용한 외재화 기법들에서 발생하는 정위된 음성의 음색 왜곡을 줄이는 것에 그 초점을 맞춘다. 즉, 제안된 음상 외재화 기법은 모델 기반의 HRTF와 잔향 기법을 결합하고, 전방 음상 외재화의 성능 향상을 위하여 decorrelation 및 spectral notch 필터링 기법 등을 포함한다. 제안된 음상 외재화 기법의 성능을 평가하기 위하여 백색잡음, 효과음, 음성 및 오디오 등 다양한 장르의 음원을 이용하여, 평가자의 주관에 의한 청취평가를 수행하였다. 제안된 음상 외재화 알고리즘은 성능평가 결과에서 기존의 방법에 비해 더 좋은 외재화 거리 성능을 보였다.