• 제목/요약/키워드: Particle Image Processing

검색결과 185건 처리시간 0.028초

미세 생체유동 해석을 위한 첨단 유동가시화기법 (Advanced Flow Visualization Techniques for Diagnosing Microscale Biofluid Flows)

  • 이상준
    • 대한기계학회논문집B
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    • 제33권1호
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    • pp.1-8
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    • 2009
  • Recently microscale biofluid flows have been receiving large attention in various research areas. However, most conventional imaging techniques are unsatisfactory due to difficulties encountered in the visualization of microscale biological flows. Recent advances in optics and digital image processing techniques have made it possible to develop several advanced micro-PIV/PTV techniques. They can be used to get quantitative velocity field information of various biofluid flows from visualized images of tracer particles. In this paper, as new advanced micro-PIV techniques suitable for biofluid flow analysis, the basic principle and typical applications of the time-resolved micro-PIV and X-ray micro-PIV methods are explained. As a 3D velocity field measurement technique for measuring microscale flows, holographic micro-PTV method is introduced. These advanced PIV/PTV techniques can be used to reveal the basic physics of various microscale biological flows and will play an important role in visualizing veiled biofluid flow phenomena, for which conventional methods have many difficulties to analyze.

3D Non-Rigid Registration for Abdominal PET-CT and MR Images Using Mutual Information and Independent Component Analysis

  • Lee, Hakjae;Chun, Jaehee;Lee, Kisung;Kim, Kyeong Min
    • IEIE Transactions on Smart Processing and Computing
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    • 제4권5호
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    • pp.311-317
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    • 2015
  • The aim of this study is to develop a 3D registration algorithm for positron emission tomography/computed tomography (PET/CT) and magnetic resonance (MR) images acquired from independent PET/CT and MR imaging systems. Combined PET/CT images provide anatomic and functional information, and MR images have high resolution for soft tissue. With the registration technique, the strengths of each modality image can be combined to achieve higher performance in diagnosis and radiotherapy planning. The proposed method consists of two stages: normalized mutual information (NMI)-based global matching and independent component analysis (ICA)-based refinement. In global matching, the field of view of the CT and MR images are adjusted to the same size in the preprocessing step. Then, the target image is geometrically transformed, and the similarities between the two images are measured with NMI. The optimization step updates the transformation parameters to efficiently find the best matched parameter set. In the refinement stage, ICA planes from the windowed image slices are extracted and the similarity between the images is measured to determine the transformation parameters of the control points. B-spline. based freeform deformation is performed for the geometric transformation. The results show good agreement between PET/CT and MR images.

Development of 3-D Stereo PIV and Its Application to a Delta Wing

  • Kim, Beom-Seok;Lee, Hyun;Choi, Jang-Woon;Kadooka, Yoshimasa;Tago, Yoshio;Lee, Young-Ho
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 추계학술대회
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    • pp.658-663
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    • 2003
  • A process of 3-D stereo particle image velocimetry(PIV)was developed for the measurement of an illuminated sliced section field of 3-D complex flows. The present method includes modeling of camera by a calibrator based on the homogeneous coordinate system, transformation of the oblique-angled image to the right-angled image, identification of 2-D velocity vectors by 2-D cross-correlation equation, stereo matching of 2-D velocity vectors of two cameras, accurate calculation of 3-D velocity vectors by homogeneous coordinate system, removal of error vectors by a statistical method followed by a continuity equation criteria, and finally 3-D display as the post processing. An experimental system was also used for the application of the proposed method. Two high speed digital CCD cameras and an Argon-Ion Laser for the illumination were adopted to clarify the time-dependent characteristics of the leading edge extension(LEX) in a highly swept shape applied to a delta wing found in modern air-fighters.

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고속 사진기와 영상처리 기법을 이용한 인공판막의 흐름 분석. (Flow Pattern Analysis of Artificial Valves Using High Speed Camera and Image Processing Technique)

  • 이동혁;김희찬;서수원;민병구
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1993년도 추계학술대회
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    • pp.81-84
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    • 1993
  • Artificial Heart Valve is the one of the most important artificial organ which has been implanted to many patients. The most important problems related to the artificial heart valve prosthesis are thrombosis and hemolysis. Usual method to test against this problem in vivo experiment, which is complex and hard work. Nowadays the request for In vitro Artificial Heart Valve testing system is increasing. Several papers has announced us flow pattern of Artificial Heart Valve is highly correlated with thrombosis and hemolysis. They usually gel flow pattern by LDA, it is also hard work and has narrow measuring region. In this reason we have determined to develop PTV(Particle Tracking Velocimetry). By using High-speed camera and image processing technique, flow pattern could be relatively easily obtained. Parachute and Bileaflet Artificial Heart Valve designed by SNU were testified.

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Digital n-γ Pulse Shape Discrimination in Organic Scintillators with a High-Speed Digitizer

  • Kim, Chanho;Yeom, Jung-Yeol;Kim, Geehyun
    • Journal of Radiation Protection and Research
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    • 제44권2호
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    • pp.53-63
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    • 2019
  • Background: As neutron fields are always accompanied by gamma rays, it is essential to distinguish neutrons from gamma rays in the detection of neutrons. Neutrons and gamma rays can be separated by pulse shape discrimination (PSD) methods. Recently, we performed characterization of a stilbene scintillator detector and an EJ-301 liquid scintillator detector with a high-speed digitizer DT5730 and investigated optimized PSD variables for both detectors. This study is for providing a basis for developing fast neutron/gamma-ray dual-particle imager. Materials and Methods: We conducted PSD experiments using stilbene scintillator and EJ-301 liquid scintillator and evaluated neutron and gamma ray discriminability of each PSD method with a $^{137}Cs$ gamma source and a $^{252}Cf$ neutron source. We implemented digital signal processing techniques to apply two PSD methods - the charge comparison (CC) method and the constant time discrimination (CTD) method - to distinguish neutrons from gamma rays. We tried to find optimized PSD variables giving the best discriminability in a given experimental condition. Results and Discussion: For the stilbene scintillator detector, the charge comparison method and the constant time discrimination method both delivered the PSD FOM values of 1.7. For the EJ-301 liquid scintillator detector, both PSD methods delivered the PSD FOM values of 1.79. With the same PSD variables, PSD performance was excellent in $300{\pm}100keVee$, $500{\pm}100keVee$, and $700{\pm}100keVee$ energy regions. This result shows that we can achieve an effective discrimination of neutrons from gamma rays using these scintillator detector systems. Conclusion: We applied both PSD methods to a stilbene and a liquid scintillator and optimized the PSD performance represented by FOM values. We observed a good separation performance of both scintillators combined with a high-speed digitizer and digital PSD. These results will provide reference values for the dual-particle imager we are developing, which can image both fast neutrons and gamma rays simultaneously.

전자교반시스템에서 Sleeve 의 크기가 유동특성과 미세조직에 미치는 영향 (The effect of the primary particle of the A356 Alloy according to different wall thickness of the sleeve of die-casting by electromagnetic stirrer)

  • 고재홍;서판기;강충길
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.660-663
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    • 2004
  • Recently in the automotive industries, light and high quality material is strongly required because of emissions regulation issues. In the electromagnetic stirring process, it has many merits that are the exact control ability about material processing and a good point of the protection of environment. In this paper, the morphology of the change of primary Al phase in A356 alloy by electro magnetic stirrer was investigated to obtain the globular structure. The parameters are the current, stirring time, pouring temperature and cooling rate of different wall thickness; 5mm, 15mm, 25mm respectively. By proper selection of the processing parameters, globular primary particles can be obtained by electromagnetic stirrer.

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산업용 자성폴리머 필터소재의 여과특성 연구 (Filtration Characteristics of Magnetic Fibrous Polymeric Filter Elements for Industrial Lub-systems)

  • 안병길;최웅수;이용훈;정용진;권오관
    • Tribology and Lubricants
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    • 제12권3호
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    • pp.39-47
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    • 1996
  • The magnetic fibrous polymeric oil filter elements for industrial lub-systems were obtained by pneumoextrusion processing prepared from thermoplastic pqlymer (polyamide) containing a magnetic particulate filler (Ba ferrite), and treated subsequently in a magnetic fields. Using the standard laboratory oil filtration test rig, metallic particle quantifier and image analyser system, the dependence of filtration charateristics of the magnetic filter media on the parameters of porosity and magnetic properties was investigated. The pressure drops and efficiencies of lubricating filter elements were measured on the packing density and magnetised filler content of filter element. Also, the industrial lub-systems such as lubricant filters for gear test rig and electric discharge processing machine were used for testing the flitrational characteristics of tl, c magnetised filter elements. The magnetic fibrous polymeric filter material was shown to possess a highly filtration efficiency in filtering the fine ferrous particles with increasing the magnetic force of filter element. Therefore, it is expected that the magnetic fibrous polymeric filter material should be used for effective oil filrers on the industrial lub-systems.

파티클 필터와 차영상을 이용한 이동 객체 추적 (Moving Object Tracking using Particle Filter and Difference Image)

  • 김효연;김기상;최형일
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2015년도 추계학술발표대회
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    • pp.1461-1463
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    • 2015
  • 본 논문에서는 이동 객체를 추적하기 위해 HSI 색상 모델 기반으로 하는 파티클 필터를 이용하고, 차영상을 통해 추적하고자 하는 객체의 중심점을 보완하는 방법을 제안한다. 색상 모델 기반 파티클 필터로 이동 객체를 추적했을 때, 객체의 색 혼합도의 문제로 객체의 중심과 파티클들의 분포에 대한 정확성이 떨어져 추적의 어려움이 있다. 이 문제를 해결하기 위해 각 프레임마다 차영상을 만들어 이동객체의 중심점을 찾고, 파티클 필터로 추적한 중심점과 비교하여 객체의 중심점을 보완해 추적에 대한 정확성을 높일 수 있다.

파티클 필터를 이용한 폐 윤곽 추출법 (Lung image extraction using Particle Filter)

  • 이우찬;고훈;문찬기;남윤영;이진석
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2015년도 춘계학술발표대회
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    • pp.1054-1056
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    • 2015
  • 폐 결절과 폐 종양은 전 세계 사망의 주요 원인인 폐암의 초기 증상일 수 있기 때문에 임상적으로 중요하다. 그래서 많은 학자들은 이를 검출하기 위해 컴퓨터를 통한 이미지 분석을 시도하였고, 그러기 위한 첫걸음으로 폐 윤곽선을 추출했다. 본 논문에서는 파티클 필터를 이용한 폐 윤곽선을 추출함으로써, 폐 외벽에 붙어있는 폐 결절 및 폐 종양도 분리할 수 있는 방법을 제안한다.

개선된 챔퍼매칭 우도기반 2차원 평면 객체 추적 (2D Planar Object Tracking using Improved Chamfer Matching Likelihood)

  • 오치민;정문호;유범재;이칠우
    • 정보처리학회논문지B
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    • 제17B권1호
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    • pp.37-46
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    • 2010
  • 본 논문에서는 개선된 챔퍼매칭(Chamfer Matching)으로 2차원 평면 객체 모델을 추적하는 방법을 제시한다. 기존 챔퍼매칭은 배경이 복잡할 경우 객체와 영상간의 유사도를 계산하기 어려운 단점이 있다. 따라서 본 논문에서는 챔퍼매칭을 에지와 코너특징을 사용해 복잡한 배경에서도 유사도를 계산할 수 있도록 개선한다. 개선된 챔퍼매칭은 기하(Geometric) 모델을 추적하는 파티클 필터(Particle Filter)의 우도함수로 사용된다. 기하모델은 2차원 평면 객체를 에지 및 코너 특징점과 포즈로 모델링하며, 색상 변화에 안정적인 객체서술자이다. 파티클 필터는 칼만필터 보다 더 비선형적인 추적 방법이다. 따라서 제안된 방법은 복잡한 환경에서 객체를 추적하기 위해 기하모델 및 파티클 필터, 개선된 챔퍼 매칭을 사용한다. 실험 결과에서는 제안 방법의 강건함을 기존 방법의 비교를 통해 나타낸다.