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Sofya Chepushtanova
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2010 – 2019
- 2017
- [j2]Henry Adams, Tegan Emerson, Michael Kirby, Rachel Neville, Chris Peterson, Patrick D. Shipman, Sofya Chepushtanova, Eric M. Hanson, Francis C. Motta, Lori Ziegelmeier:
Persistence Images: A Stable Vector Representation of Persistent Homology. J. Mach. Learn. Res. 18: 8:1-8:35 (2017) - [j1]Sofya Chepushtanova, Michael Kirby:
Sparse Grassmannian Embeddings for Hyperspectral Data Representation and Classification. IEEE Geosci. Remote. Sens. Lett. 14(3): 434-438 (2017) - 2016
- [c3]Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier:
Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CTIC 2016: 228-239 - [i3]Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier:
Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CoRR abs/1607.02196 (2016) - 2015
- [c2]Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier:
An application of persistent homology on Grassmann manifolds for the detection of signals in hyperspectral imagery. IGARSS 2015: 449-452 - [i2]Sofya Chepushtanova, Michael Kirby:
Classification of Hyperspectral Imagery on Embedded Grassmannians. CoRR abs/1502.00946 (2015) - [i1]Sofya Chepushtanova, Tegan Emerson, Eric M. Hanson, Michael Kirby, Francis C. Motta, Rachel Neville, Chris Peterson, Patrick D. Shipman, Lori Ziegelmeier:
Persistence Images: An Alternative Persistent Homology Representation. CoRR abs/1507.06217 (2015) - 2014
- [c1]Sofya Chepushtanova, Michael Kirby:
Classification of hyperspectral imagery on embedded Grassmannians. WHISPERS 2014: 1-4
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