• Title/Summary/Keyword: particle motion

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Object Tracking on Bitstreams Using a Motion Vector-based Particle Filter (움직임 벡터 기반 파티클 필터를 이용한 비트스트림 상에서의 객체 추적)

  • Lee, Jongseok;Oh, Seoung-Jun
    • Journal of Broadcast Engineering
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    • v.23 no.3
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    • pp.409-420
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    • 2018
  • In this paper, we propose a Motion Vector-based Particle Filter(MVPF) for object tracking on bitstreams and a object tracking system using the MVPF. The MVPF uses motion vectors to both the transition and the observation models of a general particle filter to improve the accuracy while maintaining the number of particles. In the proposed object tracking system, the state of the target object can be predicted using the histogram of motion vectors extracted from the bitstream. In terms of precision, F-measure and IOU(Intersection Of Union), the proposed method is about 30%, 17%, and 17% better on average, respectively, in MPEG test sequences and VOT2013 sequences. Furthermore, When the tracking results are displayed in box form for subjective performance evaluation, the proposed method can track moving objects more robust than the conventional methods in all test sequences.

Simulation of Particle Beds with Combustion and Reduction in Steel Making Rotary Kilns (제철용 로터리 킬른 내의 연소 및 환원을 포함한 입자 거동 예측모사 해석)

  • Han, Woojoo;Jang, Kwonwoo;Han, Karam;Huh, Kang Y.
    • 한국연소학회:학술대회논문집
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    • 2015.12a
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    • pp.173-175
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    • 2015
  • We simulate the particle bed motions with combustion and reduction in steel making rotary kilns. The particle bed motions are simulated by a Lagrangian approach called Discrete Phase Model (DPM). To reduce the number of tracking particles, the Coarse Grain Model (CGM) was applied. The model for particle motions showed good agreements with experimental results. In addition to the particle motion, the combustion and reduction simulation was performed. The combustion and reduction simulation can consider heat, mass and momentum transfer between the gas phase and particle beds.

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Analysis of Pressure Drop Characteristics for the Air-Particle Flow in Powder Transport Piping System (입자수송시스템 내 공기-입자 유동장의 압력손실 특성 해석)

  • Lee, Jae-Keun;Ku, Jae-Hyun;Kwon, Soon-Hong
    • The KSFM Journal of Fluid Machinery
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    • v.5 no.1 s.14
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    • pp.20-26
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    • 2002
  • This study reports the analysis of the pressure drop characteristics for the air-particle flow in powder transport piping system. The pressure drop characteristics of air-particle flow in piping system is not well understood due to the complexity of particles motion mechanism. Particles or powders suspended in air flow cause the increase of the pressure drop and affect directly the transportation efficiency. In this study, the pressure drop in powder transport piping system with straight and curved pipes is analyzed for the interactions of air flow and particle motion. The total pressure drop increases with increasing of the pipe length, the mixture ratio, and the friction factor of particles due to the increasing friction loss by air and particles in a coal piping system. For the coal powders of $74{\mu}m$ size and powder-to-air mass mixture ratio of 0.667, the total pressure drop by the consideration of powders and air flow is $30\%$ higher than that of air flow only.

Numerical Simulation of Erosion Rate on Pipe Elbow Using Coupled Behavior of Fluid and Particle (유체-입자 연성 운동에 의한 굽힘형 배관의 침식률 수치해석)

  • Jang, Ho-Sang;Lee, Hawon;Hwang, Se-Yun;Lee, Jang-Hyun
    • Journal of Ocean Engineering and Technology
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    • v.31 no.1
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    • pp.14-21
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    • 2017
  • The erosion of solid particles in a pipe elbow was numerically investigated. A numerical procedure to estimate the sand erosion rate, as well as the particle motion, in the pipe elbow flow was introduced. This procedure was performed based on the combined empirical erosion model and computational fluid dynamics (CFD) analysis to consider the interaction between the particle motion and the eroded surface. The underlying turbulent flow on an Eulerian frame is described by the Reynolds averaged Navier-Stokes (RANS) equations with a $k-{\epsilon}$ turbulent model. The one-way coupled Eulerian-Lagrangian motion of the air flow and sand particles is employed to simulate the particle trajectories and particle-wall interactions on the pipe surfaces. The predicted CFD erosion magnitudes are compared with experimental data from pipe elbows. The erosion rate results do not reveal a good accordance between the simulation and experimental results. It seems that the CFD shows a slightly over-predicted erosion ratio.

Study on the Fabrication of Porous Uranium Oxide Granule Using a Rotary Voloxidizer (회전형 휘발성 산화장치 이용 다공성 우라늄산화물 그래뉼 제조 연구)

  • Lee, Jae-Won;Yun, Yeo-Wan;Shin, Jin-Myeong;Lee, Jung-Won;Park, Guen-IL;Park, Jang-Jin
    • Applied Chemistry for Engineering
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    • v.22 no.6
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    • pp.642-647
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    • 2011
  • The fabrication characteristics of porous uranium oxide granules from $U_3O_8$ powder was investigated in terms of initial particle bed motions such as slumping and rolling, thermal treatment conditions, and rotational velocities in slumping motion using a rotary voloxidizer. With respect to the initial particle bed motion the recovery rate of granule of above 1 mm in slumping motion was higher than that in the rolling motion. Rolling motion was changed into slumping motion with high slumping frequency by formation of granules from fine particles. Recovery rate of granule significantly increased with the increas in thermal treatment temperature and time of upto 10 h. As the rotational velocity of voloxidizer in the case of the initial particle bed showing slumping motion increased, the recovery rate of granule increased from 81.5 to 88.7%. However, the rotational velocity of 2 rpm provided an effective density, crushing strength and sphericity of granules.

Motion of Charged Micro-particle Immersed in Liquid Crystal Controlled by In-plane Field for Electro Paper Display

  • Baik, In-Su;Choi, Ju-Hwan;Jung, Byoung-Sun;Jeon, Sang-Youn;Song, Eun-Kyoung;Lee, Seung-Hee
    • Transactions on Electrical and Electronic Materials
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    • v.7 no.1
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    • pp.30-35
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    • 2006
  • We have studied the motion of charged micro-particles that are immersed in a nematic liquid crystal (LC) and controlled by in-plane field. The LC is an anisotropic liquid such that the viscosity of the LC depends on flow direction, phase of the LC, and temperature, which affects the motion of the charged particles under the influence of electric field. This study shows that the motion of charged particles mainly depends on the applied voltage and the LC phase, but does not show any significant influence from the initial alignment of LC, although one may expect directional difference in drag force due to interaction between LC and particle. The viscosity changes due to temperature variations in nematic phase also show no signification influence on particle velocity when compared to the effect from varying in-plane field strength.

3D Face Tracking using Particle Filter based on MLESAC Motion Estimation (MLESAC 움직임 추정 기반의 파티클 필터를 이용한 3D 얼굴 추적)

  • Sung, Ha-Cheon;Byun, Hye-Ran
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.8
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    • pp.883-887
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    • 2010
  • 3D face tracking is one of essential techniques in computer vision such as surveillance, HCI (Human-Computer Interface), Entertainment and etc. However, 3D face tracking demands high computational cost. It is a serious obstacle to applying 3D face tracking to mobile devices which usually have low computing capacity. In this paper, to reduce computational cost of 3D tracking and extend 3D face tracking to mobile devices, an efficient particle filtering method using MLESAC(Maximum Likelihood Estimation SAmple Consensus) motion estimation is proposed. Finally, its speed and performance are evaluated experimentally.

Flow Characteristics of Neutrally Buoyant Particles in 2-Dimensional Poiseuille Flow through Circular Capillaries

  • Kim, Young-Won;Jin, Song-Wan;Yoo, Jung-Yul
    • 한국가시화정보학회:학술대회논문집
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    • 2006.12a
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    • pp.7-10
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    • 2006
  • An experimental study has been conducted to quantitatively characterize the motion of neutrally buoyant particles in 2-dimensional Poiseuille flow through the micron-sized circular capillaries in the range of Re (Reynolds number) $\approx0.1\sim100$. $A{\mu}-PTV$ (Particle Tracking Velocimetry) system is adopted, which consists of a double-headed Nd:YAG laser, an epi-fluorescence microscope and a cooled CCD camera. Since high shear rate can be induced due to the scale effect even at low Re, it is shown that in micro scale neutrally buoyant particles in Poiseuille flow drift away from the wall and away from the center of the capillary. Consequently, particles accumulate at the equilibrium position of $0.52\sim0.64R$ with R being the radius of the capillary, which is analogous to that of tube flow in macro scale. There is a plateau in equilibrium position at small Re, while equilibrium position starts increasing at $Re\approx30$. The outermost edge of particle cluster is closer to the center of the capillary than that in previous studies due to low Re effect. The present study quantitatively presents characteristics of particle motion in circular capillaries. Furthermore, it is expected to give optimum factors for designing microfluidic systems that are to be used fur plasma separation from the blood.

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Numerical Simulation of Two-dimensional Floating Body Motion in Waves Using Particle Method (입자법에 의한 파랑중 2차원 부유체 운동 시뮬레이션)

  • Jung, Sung-Jun;Park, Jong-Chun;Lee, Byung-Hyuk;Ryu, Min-Cheol;Kim, Yong-Soo
    • Journal of Ocean Engineering and Technology
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    • v.22 no.2
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    • pp.20-27
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    • 2008
  • A moon-pool is a vertical well in a floating barge, drilling ship, or offshore support vessel. In this study, numerical simulation of two-dimensional moon-pool flaw coupled with a ship's motion in waves is carried out using a particle method, the so-called MPS method. The particle method, which is recognized as one of the gridless methods, was developed to investigate nonlinear free-surface motions interacting with structures. The method is more feasible and effective than convectional grid methods in order to solve a flaw field with complicated boundary shapes.