Thread View: sci.image.processing
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Started by Arel Y. Weisberg
Thu, 06 Aug 1992 21:00
Particle Paths
Author: Arel Y. Weisberg
Date: Thu, 06 Aug 1992 21:00
Date: Thu, 06 Aug 1992 21:00
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I'm working with VHS video of a complex water flow seeded with particles and I'm trying to track the particles' paths. Are there any "classic" texts or articles on this problem? Most of what I've done so far has been image ehancement to remove all the background noise, so now I have hundreds of frames of white dots. Thanks in advance for your help, Arel Weisberg weisberg@phoenix.princeton.edu
Re: Particle Paths
Author: Andrew K. Hind
Date: Fri, 07 Aug 1992 09:57
Date: Fri, 07 Aug 1992 09:57
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In article 24902@Princeton.EDU, weisberg@phoenix.Princeton.EDU (Arel Y. Weisberg) writes: >I'm working with VHS video of a complex water flow seeded with particles >and I'm trying to track the particles' paths. > I know of several people working in this field using a variety of techniques. It would help to know if you want the whole filed or just a single plane. I assume you are going for the plane. >Are there any "classic" texts or articles on this problem? Most of what >I've done so far has been image ehancement to remove all the background >noise, so n I know of several ways to obtain the veocity vectors, it depsends on the seeding density which technique will be appropriate (fast and accurate). Particle tracking - essentially low seeding density. Particle image velocimetry - medium seeding density Speckle velocimetry - high seeding density The second two involve calculating the auto/cross-correlation for small areas of your images. I don't know of any texts, I'll leave that for somebody else :-). Classic articles (all three): Adrian, RJ, Int. J. of Heat and Fluid Flow, 2, 127-145, 1986 Adrian, RJ, Annual Review of Fluid Mechanics, 23, 261-304, 1991 Selected Articles: Khalighi, Appl. Opt., 28(20), 4328-4332, 1989 Racca et al, Experiments in Fluid, 6(1), 25-32, 1988 Jimenez, J. Fluid Mech, 185, 447-468, 1987 Utami, Exp. Fluids, 10, 213-223, 1991 There are many others. To get an idea of what is happening at the moment I suggest that you get hold of the precedings for: (1) The Sixth International Symposium on applications of laser techniques to fluid mechanics., July 20-23, Lisbon, 1992. (2) Optical methods and data processing in heat and fluid flow, 2-3 April, 1992, City University, London, 1992.(pub: Institute of Mechanical Engineers, London). (3) The proceedings from Uromch Colloquium 279, 2-5 July, 1991, TU Delft, which will appear sometime soon (:-)) as an edition of Applied scientific Research. Some folk working in similar fields (taken from the above) are: Lourenco, L , U. Florida?? Stuart Dalziel, Applied Maths Cambridge, England Heyes AL, U. Manchester, England I hope this is of some help, it may well be limited as I tend to concentrate on the last two methods and only pick up particle tracking stuff as an aside. It seems to boil down to find a possible direction, check the particle is somewhere close in following frames *or* find a particle map the particles nearest to it and find the closest representation to this in the next frame. This is a rather glib simplification ;-> Andy -- ====================================================================== Andrew Hind, Dpt. Chem. Eng. /| /| Tel: +44 031 650 8558 University of Edinburgh /-|<-| Fax: +44 031 650 6551 Edinburgh, EH9 3JL / | \| Email: A.K.Hind@ed.ac.uk
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