• Title/Summary/Keyword: optical filter

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Rotation-invariant pattern recognition using an optical wavelet circular harmonic matched filter (광웨이브렛 원형고조 정합필터를 이용한 회전불변 패턴인식)

  • 이하운;김철수;김정우;김수중
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.34S no.1
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    • pp.132-144
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    • 1997
  • The rotation-invariant pattern recognition filter using circular harmonic function of the wavelet transforme dsreference image by morlet, mexican-hat, and haar wavelt function is proposed. The rotated reference images, the images sililar to the reference image, and the images which are added by random noise are used for the inpt images, and in case of the input images with random noise, they are applied to the recognition after removing the random noise by the transformed moving average method with proper thresholding value and window size. The proposed optical wavelet circular harmonic matched filter (WCHMF) is a type of the matche dfilter, so that it can be applied to the 4f vander lugt optical correlation system. SNR and discrimination capability of the proposed filter are compared with those of the conventional HF, the POCHF, and the BPOCHF. The proper wavelet function for the reference image used in this paper is achieved by applying morlet, mexican-hat, and harr wavelet function ot the proposed filter, and the proposed filter has good SNR and discrimination capability with rotation-invariance in case of the morlet wavelet function.

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Development Robust Video Stabilization algorithm based Opticla Flow (Optical flow를 이용한 영상의 흔들림 보정 알고리듬 개발)

  • Cho, Gyeong-Rae;Doh, Deog-Hee;Kim, Hong-Yeob;Jin, Gwang-Ja;Kim, Do-Hyun
    • Journal of the Korean Society of Visualization
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    • v.17 no.3
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    • pp.66-69
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    • 2019
  • An image compensating algorithm with high-vibration movement is proposed, using optical flow and the Kalman Filter. The temporal motion vector field is calculated by Optical flow and suspicious vectors are removed or adjusted by the Gaussian interpolation method. The high-vibrated vector filled is stabilized by the Kalman filter. Lastly, compensated images are obtained by affine transformation. This proposed algorithm gives good compensated video images on high-vibration situations.

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

  • Kim, Do Hyoung;Shin, Ho Jun;Yoo, Young Tae
    • Journal of the Korean Society for Precision Engineering
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    • v.30 no.1
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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.

A Effect of Frequency Response Effect of Butter-Worth Filter on Optical Receive System (광 수신시스템에서 버터워쓰필터의 주파수 응답 효과에 관한 영향)

  • Kim, Sun-Yeob
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.2
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    • pp.25-31
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    • 2020
  • In an optical system that serves as the backbone of an information transmission system, it is essential to evaluate the statistical characteristics of the signal and noise for a performance evaluation and optimization of the system. The optical receiver system improves the reception sensitivity by adopting an optical amplifier in front of the optical detector to improve the reception sensitivity, but some problems change the bandwidth of the electronic signal to the optical signal in the optical receiver due to the ASE noise added to the output of the optical detector. The problem of changing the ratio of the bandwidth of these signals varies according to the passband characteristics of the filter present at the output stage. The frequency response effect can be solved by constructing an infinite order filter, but it is almost impossible to implement it. In this paper, the Butterworth filter was implemented to evaluate the frequency response characteristics of an optical receiver system according to the filter order. The simulation results showed that the receiver sensitivity increases as the order of Butter-Worth filters increases. In addition, as a result of simulation of the change of various values, it was confirmed that the reception sensitivity increased with increasing. That is, the average photocurrent increases, and the dispersion decreases with increasing.

패턴인식을 위한 Off-Axis SDF Filter Off-Zxis SDF Filter for Pattern Classification

  • 임종태
    • Proceedings of the Optical Society of Korea Conference
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    • 1991.06a
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    • pp.181-184
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    • 1991
  • 본 논문에서는 off-axis 평면 기준파의 각분할(angular multiflexing) 방식과 pseudo-inverse 알고리듬에 의한 SDF 필터를 결합하여 상관기를 구성하고 상관면에서의 상관반응을 관측하여, off-axis SDF 필터가 유형분류에 유용함을 입증하고, 광상관기로의 적용가능성을 보여주고자 한다.

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Design of optimal multiplexed filter and an analysis on the similar discrimination for music notatins recognition (음악기보 인식을 위한 다중필터의 설계 및 유사판별 성능분석)

  • Yeun, Jin-Seon;Kim, Nam
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.34D no.6
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    • pp.65-74
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    • 1997
  • In this paper, SA-multiplexed filter is designed using SA (simulated ananealing) to recognize music notation patterns varying in size, shape, position and having considerably many similar shapes for optical pattern recognition system. This filter has correlation resutls at wanted location and can identify same class, classify similar class for scale-varianted or rotation-varianted music notation patterns havng learning process. Also, the optimum filter is oriented to analyze on the similar discrimination at acquired position using SA and enhances optical diffractive efficiency as well as peak beam intensity. Compared with POF *(phase only filter), cosine-BPOF(cosine-binary phase only filter), that has excellent discrimination capability even if the different rate is 0.1% quantitatively.

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