A new visual tracking method for the analysis and characterization of jet flow

Alcan, Gökhan and Ghorbani, Morteza and Koşar, Ali and Ünel, Mustafa (2016) A new visual tracking method for the analysis and characterization of jet flow. Flow Measurement and Instrumentation . ISSN 0955-5986 (Print) 1873-6998 (Online) Published Online First http://dx.doi.org/10.1016/j.flowmeasinst.2016.08.005

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In this paper, we develop a new method to track the evolution of bubbles or droplets in jet flow. Proposed tracker fuses shape and motion features of the individually detected droplets in 2D shadow images and employs the Bhattacharyya distance to assign the closest one among candidate droplet regions. Distinct from the existing droplet tracking techniques in the literature, shapes of the target droplets were not assumed to be circles or ellipses. Instead evolving droplet contours were extracted and analyzed. Proposed tracking algorithm could achieve real time performance with 16 fps in MATLAB environment. Single, double and triple droplets were tracked with the average accuracy of 87%, 87% and 83%, respectively. Experimental results were then evaluated to explain the underlying jet phenomena.
Item Type: Article
Subjects: R Medicine > R Medicine (General) > R856-857 Biomedical engineering. Electronics. Instrumentation
T Technology > TJ Mechanical engineering and machinery > TJ163.12 Mechatronics
R Medicine > R Medicine (General) > R858-859.7 Computer applications to medicine. Medical informatics
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Mechatronics
Faculty of Engineering and Natural Sciences
Depositing User: Mustafa Ünel
Date Deposited: 03 Nov 2016 11:46
Last Modified: 22 May 2019 13:43
URI: https://research.sabanciuniv.edu/id/eprint/30306

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