Sofya Chepushtanova

Publication Activity (10 Years)

Years Active: 2014-2017
Publications (10 Years): 7

Top Topics

Persistent Homology

Hyperspectral Imagery

Vector Representation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

J. Mach. Learn. Res.

Publications

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 (2017)
Sofya Chepushtanova, Michael Kirby
Sparse Grassmannian Embeddings for Hyperspectral Data Representation and Classification. IEEE Geosci. Remote. Sens. Lett. 14 (3) (2017)
Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier
Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CoRR (2016)
Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier
Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CTIC (2016)
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)
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 (2015)
Sofya Chepushtanova, Michael Kirby
Classification of Hyperspectral Imagery on Embedded Grassmannians. CoRR (2015)
Sofya Chepushtanova, Michael Kirby
Classification of hyperspectral imagery on embedded Grassmannians. WHISPERS (2014)