Single droplet tracking in jet flow

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Alcan, Gökhan and Ghorbani, Morteza and Koşar, Ali and Ünel, Mustafa (2016) Single droplet tracking in jet flow. In: Campilho, Aurello and Karray, Fakhri, (eds.) Image Analysis and Recognition: 13th International Conference, ICIAR 2016, in Memory of Mohamed Kamel, Póvoa de Varzim, Portugal, July 13-15, 2016, Proceedings. Lecture Notes in Computer Science, 9730. Springer International Publishing, Switzerland, pp. 415-422. ISBN 978-3-319-41500-0 (Print) 978-3-319-41501-7 (Online)

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Abstract

Fluid systems such as the multiphase flow and the jet flow usually involve droplets and/or bubbles whose morphological properties can provide important clues about the underlying phenomena. In this paper, we develop a new visual tracking method to track the evolution of single droplets in the jet flow. Shape and motion features of the detected droplets are fused and Bhattacharyya distance is employed to find the closest droplet among possible candidates in consecutive frames. Shapes of the droplets are not assumed to be circles or ellipses during segmentation process, which utilizes morphological operations and thresholding. The evolution of single droplets in the jet flow were monitored via Particle Shadow Sizing (PSS) technique where they were tracked with 86 % average accuracy and 15 fps real-time performance.
Item Type: Book Section / Chapter
Subjects: T Technology > TJ Mechanical engineering and machinery > TJ163.12 Mechatronics
T Technology > T Technology (General) > T174.7 Nanotechnology
Divisions: Faculty of Engineering and Natural Sciences > Academic programs > Mechatronics
Faculty of Engineering and Natural Sciences
Depositing User: Mustafa Ünel
Date Deposited: 12 Nov 2016 18:47
Last Modified: 22 May 2019 13:43
URI: https://research.sabanciuniv.edu/id/eprint/30312

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