Fluid experimental flow estimation based on an optical-flow scheme

被引:1
|
作者
T. Corpetti
D. Heitz
G. Arroyo
E. Mémin
A. Santa-Cruz
机构
[1] avenue de Cucillé,IRISA/INRIA Campus
[2] Universitaire de Beaulieu,Laboratoire COSTEL UMR 6554 LETG
[3] Maison de la Recherche,undefined
来源
Experiments in Fluids | 2006年 / 40卷
关键词
Fluid motion measurement; Continuity equation; Div–curl regularization; Optical-flow; PIV;
D O I
暂无
中图分类号
学科分类号
摘要
We present in this paper a novel approach dedicated to the measurement of velocity in fluid experimental flows through image sequences. Unlike most of the methods based on particle image velocimetry (PIV) approaches used in that context, the proposed technique is an extension of “optical-flow” schemes used in the computer vision community, which includes a specific enhancement for fluid mechanics applications. The method we propose enables to provide accurate dense motion fields. It includes an image based integrated version of the continuity equation. This model is associated to a regularization functional, which preserve divergence and vorticity blobs of the motion field. The method was applied on synthetic images and on real experiments carried out to allow a thorough comparison with a state-of-the-art PIV method in conditions of strong local free shear.
引用
收藏
页码:80 / 97
页数:17
相关论文
共 50 条
  • [31] A HIERARCHICAL OPTICAL-FLOW ESTIMATION ALGORITHM-BASED ON THE INTERLEVEL MOTION SMOOTHNESS CONSTRAINT
    HWANG, SH
    LEE, SU
    PATTERN RECOGNITION, 1993, 26 (06) : 939 - 952
  • [32] OPTICAL-FLOW ESTIMATION - AN ERROR ANALYSIS OF GRADIENT-BASED METHODS WITH LOCAL OPTIMIZATION
    KEARNEY, JK
    THOMPSON, WB
    BOLEY, DL
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1987, 9 (02) : 229 - 244
  • [33] MEASUREMENT OF COMPLEX OPTICAL-FLOW WITH USE OF AN AUGMENTED GENERALIZED GRADIENT SCHEME
    SOBEY, PJ
    NAGLE, MG
    VENKATESH, YV
    SRINIVASAN, MV
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1994, 11 (11): : 2787 - 2798
  • [34] ANALYSIS OF OPTICAL-FLOW CONSTRAINTS
    DELBIMBO, A
    NESI, P
    SANZ, JLC
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1995, 4 (04) : 460 - 469
  • [35] A FAST OBSTACLE DETECTION METHOD BASED ON OPTICAL-FLOW
    ANCONA, N
    LECTURE NOTES IN COMPUTER SCIENCE, 1992, 588 : 267 - 271
  • [36] Optical-flow based on an edge-avoidance procedure
    Jodoin, Pierre-Marc
    Mignotte, Max
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2009, 113 (04) : 511 - 531
  • [37] An Optical-flow based Segmentation Algorithm for Gait Recognition
    Xu, Yanqun
    Dai, Yi
    PROCEEDINGS OF 2010 INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2010, : 324 - 328
  • [38] An optical flow-based method for velocity field of fluid flow estimation
    Glomb, Grzegorz
    Swirniak, Grzegorz
    Mroczka, Janusz
    OPTICAL MEASUREMENT SYSTEMS FOR INDUSTRIAL INSPECTION X, 2017, 10329
  • [39] A hybrid method for velocity field of fluid flow estimation based on optical flow
    Glomb, Grzegorz
    Swirniak, Grzegorz
    OPTICAL MEASUREMENT SYSTEMS FOR INDUSTRIAL INSPECTION XI, 2019, 11056
  • [40] Optical-flow based on an edge-avoidance procedure
    Jodoin, Pierre-Marc
    Mignotte, Max
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 1253 - +