• Title/Summary/Keyword: Level Set방법

Search Result 815, Processing Time 0.033 seconds

Performance Comparison Between New Level Set Method and Previous Methods for Volume Images Segmentation (볼륨영상 분할을 위한 새로운 레벨 셋 방법과 기존 방법의 성능비교)

  • Lee, Myung-Eun;Cho, Wan-Hyun;Kim, Sun-Worl;Chen, Yan-Juan;Kim, Soo-Hyung
    • The KIPS Transactions:PartB
    • /
    • v.18B no.3
    • /
    • pp.131-138
    • /
    • 2011
  • In this paper, we compare our proposed method with previous methods for the volumetric image segmentation using level set. In order to obtain an exact segmentation, the region and boundary information of image object are used in our proposed speed function. The boundary information is defined by the gradient vector flow obtained from the gradient images and the region information is defined by Gaussian distribution information of pixel intensity in a region-of-interest for image segmentation. Also the regular term is used to remove the noise around surface. We show various experimental results of real medical volume images to verify the superiority of proposed method.

Color image segmentation by level set method (레벨셋 기법을 이용한 컬러 이미지 분할)

  • Yoo, Ju-Han;Jung, Moon-Ryul
    • Journal of the Korea Computer Graphics Society
    • /
    • v.18 no.2
    • /
    • pp.9-15
    • /
    • 2012
  • In this paper, we propose a method to segment a color image into several meaningful regions. We suppose that the meaningful region has a set of colors with high frequency in the color image. To find these colors, the color image is represented as several sets of color points in RGB space. And when we use the density of points defined in this method, color belonging to a dense region of color points in RGB space refers to the color that appeared frequently in the image. Eventually, we can find meaningful regions by looking for regions with high density of color points using our level set function in RGB space. However, if a meaningful region does not have a contiguous region of the sufficient size in the image, this is not a meaningful region but meaningless region. Thus, the pixels in the meaningless region are assigned to the biggest meaningful region belonging to its neighboring pixels in the color image. Our method divides the color image into meaningful regions by applying the density of color points to level set function in RGB space. This is different from the existing level set method that is defined only in 2D image.

NUMERICAL SIMULATION OF MULTIPHASE FLOW USING LEVEL CONTOUR RECONSTRUCTION METHOD (Level Contour Reconstruction 방법을 이용한 다상유동 수치해석)

  • Shin, Seung-Won
    • 한국전산유체공학회:학술대회논문집
    • /
    • 2009.11a
    • /
    • pp.193-200
    • /
    • 2009
  • Recently, there have been efforts to construct hybrids among the existing methodologies for multiphase flow such as VOF, Level Set, and Front Tracking with the intention of facilitating simulations of general three-dimensional problems. As one of the hybrid method, we have developed the Level Contour Reconstruction Method (LCRM) for general three-dimensional multiphase flows including phase change. The main idea was focused on simplicity and a robust algorithm especially for the three-dimensional case. It combines characteristics of both Front Tracking and Level Set methods. While retaining an explicitly tracked interface using interfacial elements, the calculation of a vector distance function plays a crucial role in the periodic reconstruction of the interface elements in the LCRM method to maintain excellent mass conservation and interface fidelity. In addition, compact curvature formulation is incorporated for the calculation of the surface tension force thereby reducing parasitic currents to a negligible level.

  • PDF

Facial Boundary Detection using an Active Contour Model (활성 윤곽선 모델을 이용한 얼굴 경계선 추출)

  • Chang Jae Sik;Kim Eun Yi;Kim Hang Joon
    • Journal of the Institute of Electronics Engineers of Korea CI
    • /
    • v.42 no.1
    • /
    • pp.79-87
    • /
    • 2005
  • This paper presents an active contour model for extracting accurate facial regions in complex environments. In the model, a contour is represented by a zero level set of level function φ, and evolved via level set partial differential equations. Then, unlike general active contours, skin color information that is represented by 2D Gaussian model is used for evolving and slopping a curve, which allows the proposed method to be robust to noise and varying pose. To assess the effectiveness of the proposed method it was tested with several natural scenes, and the results were compared with those of geodesic active contours. Experimental results demonstrate the superior performance of the proposed method.

NUMERICAL STUDY ON THE MICRO-LINE PATTERNING PROCESS USING AN INKJET PRINGTING METHOD (잉크젯 방법을 통한 마이크로 라인 형성에 관한 수치적 연구)

  • Lee, W.R.;Son, G.
    • 한국전산유체공학회:학술대회논문집
    • /
    • 2010.05a
    • /
    • pp.548-550
    • /
    • 2010
  • The droplet motion on a flat substrate with contact angle hysteresis is studied by solving the equations governing the conservation of mass and momentum. The liquid- gas interface is determined by an level-set method which is based on a sharp-interface representation for accurately imposing the matching or coupling conditions at the interface. The method is modified to treat the dynamic contact angle at the liquid-gas-solid interface. The computations are performed to investigate a droplet impact and merging pattern on a flat substrate to find a optimal condition in a micro-line patterning process. The effects of dynamic contact angles on droplet motion are quantified.

  • PDF

Numerical Study of Bubble Growth and Reversible Flow in Parallel Microchannels (병렬 미세관에서의 기포성장 및 역류현상에 관한 수치적 연구)

  • Lee, Woo-Rim;Son, Gi-Hun
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.32 no.2
    • /
    • pp.125-132
    • /
    • 2008
  • The bubble dynamics and heat transfer associated with nucleate boiling in parallel microchannels is studied numerically by solving the equations governing conservation of mass, momentum and energy in the liquid and vapor phases. The liquid-vapor interface is tracked by a level set method which is modified to include the effects of phase change at the interface and contact angle at the wall. Also, the reversible flow observed during flow boiling in parallel microchannels has been investigated. Based on the numerical results, the effects of contact angle, wall superheat and the number of channels on the bubble growth and reversible flow are quantified.

NUMERICAL STUDY ON COOLING CHARACTERISTICS OF MULTIPLE IMPINGING JETS INCLUDING THE EFFECT OF TURBULENCE (난류 효과를 포함한 다중 충돌 제트의 냉각 특성에 대한 수치적 연구)

  • Jeon, J.H.;Son, G.H.
    • 한국전산유체공학회:학술대회논문집
    • /
    • 2009.04a
    • /
    • pp.321-328
    • /
    • 2009
  • Free surface impinging jet on a moving plate, which is applicable to cooling of hot metals in a steel-making process, is investigated numerically by solving the Navier-Stokes equations in the liquid and gas phases. The free surface of liquid-gas interface is tracked by a level-set method which is improved by incorporating the ghost fluid approach based on a sharp-interface representation. The method is further improved by employing a nonequilibrium $\kappa-\varepsilon$ turbulence model including the effect of low Reynolds number. The computations are made to investigate the effects of the nozzle pitch, moving velocity of plate and jet velocity on the interfacial motion and the associated flow and temperature fields.

  • PDF

NUMERICAL STUDY OF MULTIPLE DROPLET DYNAMICS IN A PEMFC AIR FLOW CHANNEL (고분자전해질막 연료전지의 공기유로 내에서의 다중 액적 거동에 대한 수치적 연구)

  • Choi, J.Y.;Son, G.
    • 한국전산유체공학회:학술대회논문집
    • /
    • 2009.04a
    • /
    • pp.159-164
    • /
    • 2009
  • The water droplet motion and the interaction between the droplets in a PEMFC air flow channel with multiple pores, through which water emerges, is studied numerically by solving the equations governing the conservation of mass and momentum. The liquid-gas interface is tracked by a level set method which is based on a sharp-interface representation for accurately imposing the matching conditions at the interface. The method is modified to implement the contact angle conditions on the walls and pores. The dynamic interaction between the droplets growing on multiple pores while keeping the total water flow rate through pores constant is investigated by conducting the computations until the droplet motion exhibits a periodic pattern. The numerical results show that the droplet merging caused by increasing the number of pores is not effective for water removal and that the contact angle of channel wall strongly affects water management in the PEMFC air flow channel.

  • PDF

Numerical Study of Bubble Growth in a Microchannel (미세관에서의 기포성장에 관한 수치적 연구)

  • Seo, Ki-Chel;Son, Gi-Hun
    • Transactions of the Korean Society of Mechanical Engineers B
    • /
    • v.28 no.8 s.227
    • /
    • pp.996-1003
    • /
    • 2004
  • The bubble motion during nucleate boiling in a microchannel is investigated by numerically solving the equations governing conservation of mass, momentum and energy in the liquid and vapor phases. The liquid-vapor interface is tracked by a level set method which is modified to include the effects of phase change at the interface and contact angle at the wall. Also, the evaporative heat flux from the thin liquid film that forms underneath a growing bubble attached to the wall is incorporated in the analysis. Based on the numerical results, the effects of channel size, contact angle, wall superheat and waiting period on the bubble growth and heat transfer in a microchannel are quantified.