SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking
We present a new particle tracking algorithm for accurately resolving large deformation and rotational motion fields, which takes advantage of both local and global particle tracking algorithms. We call this method ScalE and Rotation Invariant Augmented Lagrangian Particle Tracking (SerialTrack). Th...
| Main Authors: | , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-07-01
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| Series: | SoftwareX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352711022001224 |
| _version_ | 1828723750623772672 |
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| author | Jin Yang Yue Yin Alexander K. Landauer Selda Buyukozturk Jing Zhang Luke Summey Alexander McGhee Matt K. Fu John O. Dabiri Christian Franck |
| author_facet | Jin Yang Yue Yin Alexander K. Landauer Selda Buyukozturk Jing Zhang Luke Summey Alexander McGhee Matt K. Fu John O. Dabiri Christian Franck |
| author_sort | Jin Yang |
| collection | DOAJ |
| description | We present a new particle tracking algorithm for accurately resolving large deformation and rotational motion fields, which takes advantage of both local and global particle tracking algorithms. We call this method ScalE and Rotation Invariant Augmented Lagrangian Particle Tracking (SerialTrack). This method builds an iterative scale and rotation invariant topology-based feature vector for each particle within a multi-scale tracking algorithm. The global kinematic compatibility condition is applied as a global augmented Lagrangian constraint to enhance tracking accuracy. An open source software package implementing this numerical approach to track both 2D and 3D, incremental and cumulative deformation fields is provided. |
| first_indexed | 2024-04-12T12:55:01Z |
| format | Article |
| id | doaj.art-a780931f856f466baaec5953ab9f50f3 |
| institution | Directory Open Access Journal |
| issn | 2352-7110 |
| language | English |
| last_indexed | 2024-04-12T12:55:01Z |
| publishDate | 2022-07-01 |
| publisher | Elsevier |
| record_format | Article |
| series | SoftwareX |
| spelling | doaj.art-a780931f856f466baaec5953ab9f50f32022-12-22T03:32:21ZengElsevierSoftwareX2352-71102022-07-0119101204SerialTrack: ScalE and rotation invariant augmented Lagrangian particle trackingJin Yang0Yue Yin1Alexander K. Landauer2Selda Buyukozturk3Jing Zhang4Luke Summey5Alexander McGhee6Matt K. Fu7John O. Dabiri8Christian Franck9University of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USA; Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA, USANational Institute of Standards and Technology, Gaithersburg, MD, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USA; School of Engineering, Brown University, Providence, RI, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USAGraduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA, USAGraduate Aerospace Laboratories, California Institute of Technology, Pasadena, CA, USAUniversity of Wisconsin-Madison, Mechanical Engineering, Madison, WI, USA; Corresponding author.We present a new particle tracking algorithm for accurately resolving large deformation and rotational motion fields, which takes advantage of both local and global particle tracking algorithms. We call this method ScalE and Rotation Invariant Augmented Lagrangian Particle Tracking (SerialTrack). This method builds an iterative scale and rotation invariant topology-based feature vector for each particle within a multi-scale tracking algorithm. The global kinematic compatibility condition is applied as a global augmented Lagrangian constraint to enhance tracking accuracy. An open source software package implementing this numerical approach to track both 2D and 3D, incremental and cumulative deformation fields is provided.http://www.sciencedirect.com/science/article/pii/S2352711022001224Particle trackingTopology-based feature vectorAugmented LagrangianFinite deformation |
| spellingShingle | Jin Yang Yue Yin Alexander K. Landauer Selda Buyukozturk Jing Zhang Luke Summey Alexander McGhee Matt K. Fu John O. Dabiri Christian Franck SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking SoftwareX Particle tracking Topology-based feature vector Augmented Lagrangian Finite deformation |
| title | SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking |
| title_full | SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking |
| title_fullStr | SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking |
| title_full_unstemmed | SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking |
| title_short | SerialTrack: ScalE and rotation invariant augmented Lagrangian particle tracking |
| title_sort | serialtrack scale and rotation invariant augmented lagrangian particle tracking |
| topic | Particle tracking Topology-based feature vector Augmented Lagrangian Finite deformation |
| url | http://www.sciencedirect.com/science/article/pii/S2352711022001224 |
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