• Title/Summary/Keyword: Similarity Measurement

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An Observer Design for MIMO Nonlinear Systems

  • Lee, Sungryul;Yanghee Yee;Park, Mignon
    • Transactions on Control, Automation and Systems Engineering
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    • v.4 no.3
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    • pp.189-194
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    • 2002
  • This paper presents a state observer design for a class of MTMO nonlinear systems that has a block triangular structure. For this, the extension of the existing design for SISO triangular systems to MIMO cases is provided. Since the gain of the proposed observer. depends on a nonlinear part as well as a linear one of a system, it improves the transient performance of the high gain ob-server. Also, by using a generalized similarity transformation for the error dynamics, it is shown that order some boundedness condi-tion, the proposed observer guarantees the global exponential convergence of the estimation error. Finally, we will give a simulation example to show the validity of our design methodology.

A Comparison of Optimization Algorithms: An Assessment of Hydrodynamic Coefficients

  • Kim, Daewon
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.24 no.3
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    • pp.295-301
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    • 2018
  • This study compares optimization algorithms for efficient estimations of ship's hydrodynamic coefficients. Two constrained algorithms, the interior point and the sequential quadratic programming, are compared for the estimation. Mathematical optimization is designed to get optimal hydrodynamic coefficients for modelling a ship, and benchmark data are collected from sea trials of a training ship. A calibration for environmental influence and a sensitivity analysis for efficiency are carried out prior to implementing the optimization. The optimization is composed of three steps considering correlation between coefficients and manoeuvre characteristics. Manoeuvre characteristics of simulation results for both sets of optimized coefficients are close to each other, and they are also fit to the benchmark data. However, this similarity interferes with the comparison, and it is supposed that optimization conditions, such as designed variables and constraints, are not sufficient to compare them strictly. An enhanced optimization with additional sea trial measurement data should be carried out in future studies.

Accelerated Split Bregman Method for Image Compressive Sensing Recovery under Sparse Representation

  • Gao, Bin;Lan, Peng;Chen, Xiaoming;Zhang, Li;Sun, Fenggang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.10 no.6
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    • pp.2748-2766
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    • 2016
  • Compared with traditional patch-based sparse representation, recent studies have concluded that group-based sparse representation (GSR) can simultaneously enforce the intrinsic local sparsity and nonlocal self-similarity of images within a unified framework. This article investigates an accelerated split Bregman method (SBM) that is based on GSR which exploits image compressive sensing (CS). The computational efficiency of accelerated SBM for the measurement matrix of a partial Fourier matrix can be further improved by the introduction of a fast Fourier transform (FFT) to derive the enhanced algorithm. In addition, we provide convergence analysis for the proposed method. Experimental results demonstrate that accelerated SBM is potentially faster than some existing image CS reconstruction methods.

Analysis of Cutting Mechanism by Image Processing on Micro-Cutting in SEM (전자현미경내 마이크로 절삭의 화상처리에 의한 절삭 기구 해석)

  • 허성중
    • Transactions of the Korean Society of Machine Tool Engineers
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    • v.12 no.3
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    • pp.89-95
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    • 2003
  • This research analyzes the cutting mechanism of A1100-H18 of commercially pure aluminum by image processing in SEM(Scanning Electron Microscope) for the measurement of strain rate distribution near a cutting edge in orthogonal micro-cutting. The distribution is measured using various methods in order. The methods are in-situ observations of cutting process in SEM, inputting image data, a computer image processing, calculating displacements by SSDA(Sequential Similarity Detection Algorithm) and calculating strain rates by FEM. The min results obtained are as follows: (1)It enables to measure a microscopic displacement near a cutting edge. (2) An application of this system to cutting process of various materials will help to make cutting mechanism clear.

Concept based Image Retrieval Using Similarity Measurement Between Concepts (개념간 유사성 측정을 이용한 개념 기반 이미지 검색)

  • 조미영;최춘호;신주현;김판구
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.04c
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    • pp.253-255
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    • 2003
  • 기존의 개념 기반 이미지 검색에서는 이미지의 의미적 내용 인식을 위해 일반적으로 어휘적 정보나 텍스트 정보를 이용했다. 이러한 텍스트 정보 기반 이미지 검색은 전통적인 검색 방법인 키워드 검색 기술을 그대로 사용하여 쉽게 구현할 수 있으나 텍스트의 개념적 매칭이 아닌 스트링 매칭이므로 주석처리된 단어와 정확한 매칭이 없다면 찾을 수가 없었다. 이에 본 논문에서는 ontology의 일종인 WordNet을 이용하여 깊이 정보량 링크 타입, 밀도 등을 고려한 개념간 유사성 측정으로 패턴 매칭의 문제를 해결하고자 했다. 또한 키워드로 주석처리 되어 있는 Microsofts Design Gallery Live의 이미지를 이용하여 개념간 유사성 측정법을 실질적으로 개념 기반 이미지 검색에 적용해 보았다.

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Study of Rotation invariant similarity measurement for content based image indexing using Texture (영상의 질감 정보를 이용한 검색에서 회전 불변 유사도 측정에 대한 연구)

  • 강호경;유기원;최정윤;노용만
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2000.11b
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    • pp.155-159
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    • 2000
  • 본 논문에서는 MPEG-7 질감 기술자에 기반한 영상의 내용기반 검색 시스템에서 유사도 검색 알고리즘에 대하여 다룬다. 제안하는 알고리즘은 영상의 회전에 대하여 변화하지 않는 특성을 지닌다. 실제적으로 영상이나 비디오에서 질감 정보를 이용하여 검색을 수행하고자 하는 영상에 대하여 회전 불변 알고리즘은 반드시 필요하다. 본 논문에서 제한된 알고리즘을 이용하여 질감 영상회전 불변 유사도 측정에 따른 검색을 수행하였다. 본 논문의 실험은 회전 불변 성능을 측정하는 MPEG-7 질감 데이터베이스에서 검색 율을 측정하였다. 실험결과 본 영상 회전 불변 질감 기술자 표현 방법은 우수한 검색 성능과 빠른 특징 추출 능력을 보였다.

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Comparison of the Model-predicted and Measured Target Strength of Cuttlebones from Golden Cuttlefish Sepia esculenta (갑오징어의 갑에 대한 모델 예측과 측정 반사강도의 비교)

  • Lee, Dae-Jae
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.53 no.2
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    • pp.209-217
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    • 2020
  • The purpose of this study was to compare the model-predicted and experimentally measured target strength (TS) of golden cuttlefish Sepia esculenta cuttlebones. Ultrasonic signals used to estimate frequency-dependent TS and the speed of sound in cuttlebones were measured by pulse-echo and through-transmission techniques, using a chirp sonar system and an ultrasonic pulser/receiver system under controlled laboratory conditions. The model appeared to slightly underestimate the predicted TS values in the frequency range of 100-160 kHz. However, there was good agreement between the predicted and measured TS values in the frequency range of 160-200 kHz. The significant similarity between the model-predicted and experimentally measured TS values supports the use of the Kirchhoff-ray mode (KRM) model for acoustic scattering analysis of cuttlebones. Accordingly, we concluded that the KRM model can be used as a tool to evaluate the frequency-dependent variability of TS due to changes in golden cuttlefish swimming depth.

Pairwise testing method applying the Weight Point for improving the efficiency skiing posture similarity measurement (스키 자세 유사도 측정의 효율성 향상을 위한 Weight Point를 적용한 Pairwise testing 방법)

  • Kim, chong-han;Park, jun-hyung;Jung, seung-moon
    • Proceedings of the Korea Contents Association Conference
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    • 2015.05a
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    • pp.331-332
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    • 2015
  • 스키 입문자의 경우 부상 등에 따른 두려움을 느끼거나 부정확한 자세가 익숙해져 바로잡기가 힘든 경우가 발생한다. 스키 트레이닝 시뮬레이터는 이러한 단점을 보완하여 스키 선수의 정확한 자세를 바탕으로 정확한 자세를 취할 수 있도록 유도하는 시스템이다. 본 논문에서는 스키 선수의 자세와 시뮬레이터 사용자의 자세를 비교하여 유사도를 측정하기 위해 사용한 알고리즘의 효율성을 향상하기 위해 특정 센서에 가중치를 부여하고 이들의 좌표값을 받아 계산하는 Pairwise testing 기법을 적용한다. 이는 센서간의 거리를 실시간으로 계산하여 두 자세의 유사도를 검출하는데 있어 비교 테스트 케이스를 감소시켜 유사도 측정의 효율성을 높일 수 있다.

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An Experimental Study on the Vertical Dispersion of Plume in Convective Boundary Layer Using a Composite Turbulence Water Tank (複合因 擾亂 水槽를 이용한 대류 경계층에서의 연직방향 plume 확산에 관한 실험적 연구)

  • 박옥현;서석진;이상훈
    • Journal of Korean Society for Atmospheric Environment
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    • v.15 no.5
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    • pp.639-647
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    • 1999
  • Experimental methods of plume dispersion in convective boundary layer using a composite turbulence water tank have been established through (ⅰ) manufacturing of water tank system, (ⅱ) providing of tracer whose volatility is relatively low, (ⅲ) development of software for image processing of dispersed particles in fluid, and (ⅳ) application of appropriate similarity law. Using these methods, the vertical dispersion coefficient $$\sigma$_2$ at long distances on mesoscale and the centerline height $Z_c$ of plumes have been measured. Measurement of $$\sigma$_2$ have been validated through comparison with CONDORS field experiments, and analysed with respect to the intensity of heat flux and mechanical turbulence as well as plume release height. Downwind distance where plume center height approaches to final level has also been analysed in respect of these three parameters.

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A Design of Design Pattern Retrieval System using Pattern Information (패턴정보를 이용한 디자인패턴 검색 시스템 설계)

  • Kim, Gui-Jung
    • Proceedings of the Korea Contents Association Conference
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    • 2006.05a
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    • pp.440-443
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    • 2006
  • In this paper, we implemented design pattern retrieval system for efficient management and reusability of design patterns. Pattern is consisted of property information and meta information. Property information is used for similarity measurement on classification and retrieval of patterns. Meta information is used for UML modeling of patterns. We classified design patterns with the empirical scope in addition to Gamma's basic classification.

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