Classification of hyperspectral imagery on embedded Grassmannians. - Sofya Chepushtanova; Michael Kirby (WHISPERS, 2014)

An application of persistent homology on Grassmann manifolds for the detection of signals in hyperspectral imagery. - Sofya Chepushtanova; Michael Kirby; Chris Peterson 001; Lori Ziegelmeier (IGARSS, 2015)

Persistence Images: An Alternative Persistent Homology Representation. - Sofya Chepushtanova; Tegan Emerson; Eric M. Hanson; Michael Kirby; Francis C. Motta; Rachel Neville; Chris Peterson 001; Patrick D. Shipman; Lori Ziegelmeier (CoRR, 2015)

Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. - Sofya Chepushtanova; Michael Kirby; Chris Peterson 001; Lori Ziegelmeier (CTIC, 2016)

Persistence Images: A Stable Vector Representation of Persistent Homology. - Henry Adams; Tegan Emerson; Michael Kirby; Rachel Neville; Chris Peterson 001; Patrick D. Shipman; Sofya Chepushtanova; Eric M. Hanson; Francis C. Motta; Lori Ziegelmeier (J. Mach. Learn. Res., 2017)

Sparse Grassmannian Embeddings for Hyperspectral Data Representation and Classification. - Sofya Chepushtanova; Michael Kirby (IEEE Geosci. Remote. Sens. Lett., 2017)