Exponential integration of the linear assignment flow
We introduce the linear assignment flow as an approximation of the full nonlinear assignment flow, which is a method for contextual data labeling on arbitrary graphs. The linear assignment flow is a dynamical system evolving on the tangent space of a statistical manifold.
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| Main Authors: | , , , |
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| Format: | Article (Journal) |
| Language: | English |
| Published: |
04 September 2019
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| In: |
Proceedings in applied mathematics and mechanics
Year: 2019, Volume: 19, Issue: 1 |
| ISSN: | 1617-7061 |
| DOI: | 10.1002/pamm.201900434 |
| Online Access: | Verlag, lizenzpflichtig, Volltext: https://doi.org/10.1002/pamm.201900434 Verlag, lizenzpflichtig, Volltext: https://onlinelibrary.wiley.com/doi/10.1002/pamm.201900434 
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| Author Notes: | Alexander Zeilmann, Fabrizio Savarino, Stefania Petra, and Christoph Schnörr |
| Summary: | We introduce the linear assignment flow as an approximation of the full nonlinear assignment flow, which is a method for contextual data labeling on arbitrary graphs. The linear assignment flow is a dynamical system evolving on the tangent space of a statistical manifold. |
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| Item Description: | Gesehen am 18.01.2021 |
| Physical Description: | Online Resource |
| ISSN: | 1617-7061 |
| DOI: | 10.1002/pamm.201900434 |