• Title/Summary/Keyword: 필터링특성

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Comparative Analysis of Filtering Techniques for Vegetation Points Removal from Photogrammetric Point Clouds at the Stream Levee (하천 제방의 영상 점군에서 식생 점 제거 필터링 기법 비교 분석)

  • Park, Heeseong;Lee, Du Han
    • Ecology and Resilient Infrastructure
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    • v.8 no.4
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    • pp.233-244
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    • 2021
  • This study investigated the application of terrestrial light detection and ranging (LiDAR) to inspect the defects of the vegetated levee. The accuracy of vegetation filtering techniques was compared by applying filtering techniques on photogrammetric point clouds of a vegetated levee generated by terrestrial LiDAR. Representative 10 vegetation filters such as CIVE, ExG, ExGR, ExR, MExG, NGRDI, VEG, VVI, ATIN, and ISL were applied to point cloud data of the Imjin River levee. The accuracy order of the 10 techniques based on the results was ISL, ATIN, ExR, NGRDI, ExGR, ExG, MExG, VVI, VEG, and CIVE. Color filters show certain limitations in the classification of vegetation and ground and classify grass flower image as ground. Morphological filters show a high accuracy of the classification, but they classify rocks as vegetation. Overall, morphological filters are superior to color filters; however, they take 10 times more computation time. For the improvement of the vegetation removal, combined filters of color and morphology should be studied.

Application of discrete stochastic optimal control system for aircraft autopilot design (항공기의 자동조종장치설계에 대한 이산확률최적설계의 적용)

  • 이상기
    • 제어로봇시스템학회:학술대회논문집
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    • 1987.10b
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    • pp.537-540
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    • 1987
  • 항공기가 평형상태로 비행하는 도중 돌풍과 같은 외부교란을 만난 교란상태운동은 선형화된 미분방정식으로 표현되며 비교적 짧은 비행시간동안의 비행은 선형시 불변계가 된다. 돌풍은 Gauss-Markov확률과정으로 모델링 되며, 항공기가 돌풍을 만난 교란상태운동은 시스템론적으로 보면 백색잡음이 성형필터를 거쳐 계에 입력되는 것과 같다. 초기의 설계방법은 고전적인 주파수영역에서의 해석방법을 사용하였으나 1960년대에 최적제어이론이 도입되면서 평가함수를 사용하여 원하는 비행특성을 얻는 방법을 사용하게 되었다. 그 후 계에 입력되는 외란과 측정시의 잡음으로 인한 불확실한 측정량으로부터 최적상태변수의 추정을 위해 필터링이론을 도입한 확률제어이론을 적용하여 자동조종장치를 설계하게 되었다. 이때까지는 연속제어계로 설계되었으며 그 후 측정신호를 샘플링하여 연속제어계와 등가의 이산제어계를 사용한 자동조종장치가 등장하였으며 이 경우 설계기법으로는 연속제어계를 사용하고 실현시킬 때는 디지털컴퓨터를 사용하였다. 이는 제어하는 동안 계의 계수와 제어법칙을 바꾸어 줄 수 있는 이산제어계의 장점을 이용하지 못하므로 처음부터 계를 등가의 이산계로 보고 제어계를 설계하는 방법이 도입되었다. 이 때 샘플링간격의 결정과 Quantization 영향이 설계시 고려되어야 한다.

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Characteristics of a Wavelength-swept Laser with a Polygon-based Wavelength Scanning Filter (다면체 거울 스캐닝 파장 필터를 이용한 파장 훑음 레이저의 출력 특성)

  • Ko, Myeong Ock;Kim, Namje;Han, Sang-Pil;Park, Kyung Hyun;Lee, Bong Wan;Jeon, Min Yong
    • Korean Journal of Optics and Photonics
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    • v.25 no.2
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    • pp.61-66
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    • 2014
  • We report the characterization of a wavelength-swept laser (WSL) using a polygon-based wavelength scanning filter and two semiconductor optical amplifiers (SOAs). The output intensity and scanning bandwidth of the WSL depend on the position of the two SOAs in the laser cavity and the coupling ratio of the output fiber coupler. The outputs of the WSL are characterized for coupling ratios of 10%, 30%, 50%, 70%, and 90% for the output fiber coupler. In the setup in which the output fiber coupler is located between the two SOAs, high output power and wide scanning bandwidth can be achieved with an optimized configuration. Using the optimized configuration of the WSL, the intensity increases with the coupling ratio. These results can be used to construct an optimized WSL using the polygon-based wavelength scanning filter.

Experimental fabrication of tapped band pass filter of $BiNbO_{4}$ ceramics ($BiNbO_4$ 세라믹스를 이용한 태핑기법의 적층칩 대역 필터에 관한 연구)

  • 고상기;지기만;김경용
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.23 no.4
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    • pp.988-996
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    • 1998
  • BN ceramics with 0.07wt% $V_{2}O_{5}$ and 0.03wt% CuO(BNC3V7) sintered at $900^{\circ}C$ where it is possible for these to be co-fired with Ag electrode. Dielectricconstant of 44.3, TCF of 22 ppm$/^{\circ}C$ and $Qxf_{o}$ value of 22,000 GHz can be obtained from BNC3V7, multilayer type band pass filters using tapped method and conventional method were designed for PCS (Personal Communication System) applications. Tapped method by adopting input/output-tapping scheme the chip filter stucture becomes simpler and needs fewer layers than that using the conventional input/output-coupling scheme. A multilayer type band pass filter fabricated by screen-printing with silver electrode after tape casting. The simulated characteristics of the fabricated filters sintered at $900^{\circ}C$ were compared with the designed ones. Even though the centered frequencies of tapped and conventional band pass chaip filters were measured to shift about 90MHz downward, the band pass characteristics of both filters were similar that of designed ones. The spuriousresonance characteristic of tapped pass chip filter was better than that of conventional chip filer.

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Comparative Analysis among Radar Image Filters for Flood Mapping (홍수매핑을 위한 레이더 영상 필터의 비교분석)

  • Kim, Daeseong;Jung, Hyung-Sup;Baek, Wonkyung
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.34 no.1
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    • pp.43-52
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    • 2016
  • Due to the characteristics of microwave signals, Radar satellite image has been used for flood detection without weather and time influence. The more methods of flood detection were developed, the more detection rate of flood area has been increased. Since flood causes a lot of damages, flooded area should be distinguished from non flooded area. Also, the detection of flood area should be accurate. Therefore, not only image resolution but also the filtering process is critical to minimize resolution degradation. Although a resolution of radar images become better as technology develops, there were a limited focused on a highly suitable filtering methods for flood detection. Thus, the purpose of this study is to find out the most appropriate filtering method for flood detection by comparing three filtering methods: Lee filter, Frost filter and NL-means filter. Therefore, to compare the filters to detect floods, each filters are applied to the radar image. Comparison was drawn among filtered images. Then, the flood map, results of filtered images are compared in that order. As a result, Frost and NL-means filter are more effective in removing the speckle noise compared to Lee filter. In case of Frost filter, resolution degradation occurred severly during removal of the noise. In case of NL-means filter, shadow effect which could be one of the main reasons that causes false detection were not eliminated comparing to other filters. Nevertheless, result of NL-means filter shows the best detection rate because the number of shadow pixels is relatively low in entire image. Kappa coefficient is scored 0.81 for NL-means filtered image and 0.55, 0.64 and 0.74 follows for non filtered image, Lee filtered image and Frost filtered image respectively. Also, in the process of NL-means filter, speckle noise could be removed without resolution degradation. Accordingly, flooded area could be distinguished effectively from other area in NL-means filtered image.

TV White Space Low-noise and High-Linear RF Front-end Receiver (텔레비전 유휴 주파수 대역을 지원하는 저잡음 및 고선형 특성의 RF 수신기 설계)

  • Kim, Chang-wan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.22 no.1
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    • pp.91-99
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    • 2018
  • This paper has proposed a low-noise and high-linear RF receiver supporting TV white space from 470 MHz to 698 MHz), which is implemented in $0.13-{\mu}m$ CMOS technology. It consists of a low-noise amplifier, a RF band-pass filter, a RF amplifier, a passive down-conversion mixer, and a channel-selection low-pass filter. A low-noise amplifier and RF amplifier provide a high voltage gain to improve the sensitivity level. To suppress strong and nearby interferers, two RF filtering schemes have been performed by using a RF BPF and a down-conversion mixer. The proposed LPF has been based on the common-gate topology and adopted a bi-quad cell to achieve -24dB/oct characteristics. In addition, the RF receiver can support the overall TV band by controlling a LO frequency. The simulated results show a voltage gain of 56 dB, a noise figure of less than 2 dB, and an out-of-channel IIP3 of -2.3 dBm. It consumes 37 mA from a 1.5 V supply voltage.

ECG Filtering using Empirical Mode Decomposition Method (EMD 방법을 이용한 ECG 신호 필터링)

  • Lee, Geum-Boon;Cho, Beom-Joon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.12
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    • pp.2671-2676
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    • 2009
  • Empirical mode decomposition (EMD) is new time-frequency analysis method to decompose the signal adaptively and efficiently. The key idea of EMD is to decompose the signal into a set of functions defined by the signal itself, named Intrinsic Mode Functions (IMFs), which preserve the inherent properties of the original signal. Since the decomposition is based on the local time scale of the signal, it is not only applicable to nonlinear and non-stationary processes but also useful in biomedical signals like electrocardiogram (ECG). Traditional low-pass filter uses fourier transform to analysis signal in frequency domain, but EMD is filtered to maintain signal properties in time domain. This paper performed signal decomposition and filtering for noisy ECGs using EMD method. The proposed method is presented and compared with traditional low-pass filter by two performance indices. Our results show effectiveness for enhancement of the noisy ECG waveforms.

An Improved Motion Compensated Temporal Filtering for Efficient Scalable Video Coding (효율적인 스케일러블 비디오 부호화를 위한 향상된 움직임 보상 시간적 필터링 방법)

  • Jeon, Ki-Cheol;Kim, Jong-Ho;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.5C
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    • pp.520-529
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    • 2007
  • In this paper, we study the characteristics of parameters which are related to performance of MCTF which is a key technique for wavelet-based scalable video coding, and propose an improved MCTF method. The proposed MCTF method adopts the motion estimation of which motion vector field is distributed more uniformly using variable block sizes. By using the proposed method, the decomposition performance of temporal filter is improved, and the energy in high-frequency frames is reduced. It can help the entropy coder to generate lower bitrate. From simulation results, we verify the decomposed energy on high-frequency frame using the proposed method is reduced by 25.86% at the most in terms of variance of the high-frequency frame.

Accuracy Improvement of Self-knowledge Learning by Filtering Triple (트리플 필터링을 통한 한국어 자가 지식 학습 정확률 향상)

  • Lee, Jisu;Kim, Kyounghun;Choi, Su Jeong;Park, Seong-Bae;Park, Se-Young
    • Annual Conference on Human and Language Technology
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    • 2015.10a
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    • pp.174-177
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    • 2015
  • 자가 지식 학습 프레임워크는 자연어 텍스트에서 지식 트리플을 생성하기 위한 방법 중 하나로, 문장의 의존 관계 트리 상에서 주어 개체와 목적어 개체 사이의 관계를 패턴으로 학습해 이 패턴을 바탕으로 새로운 지식 트리플을 생성한다. 그러나 이 방법은 의존 관계 트리를 생성하는 도구의 성능에 영향을 받을 뿐만 아니라 생성된 지식 트리플을 반복적으로 사용하는 자가 지식 학습의 특성상 오류가 누적될 가능성이 있다. 이러한 문제점을 해결하기 위해서 본 논문에서는 자가 지식 학습 프레임워크에서 생성된 지식 트리플을 TransR 신뢰도 함수를 사용해 신뢰도 값을 측정하여 그 값에 따라 지식 트리플을 필터링하는 방법을 제안한다. 실험 결과에 따르면 필터링 된 지식 트리플들이 그렇지 않은 지식 트리플들에 비하여 더 높은 정확률을 보여주어, 제안한 방법이 자가 지식 학습 프레임워크의 정확률 향상에 효과적임을 증명하였다.

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