9 citations · 25 across the 4 of their papers we have counts for
5 papers
Variable Star Classification Using Multi-View Metric Learning
K. B. Johnston, S. M. Caballero-Nieves, V. Petit +2
Our multi-view metric learning framework enables robust characterization of star categories by directly learning to discriminate in a multi-faceted feature space, thus, eliminating…
A Detection Metric Designed for O'Connell Effect Eclipsing Binaries
Kyle B. Johnston, Rana Haber, Saida M. Caballero-Nieves +3
We present the construction of a novel time-domain signature extraction methodology and the development of a supporting supervised pattern detection algorithm. We focus on the targ…
A Grassmannian Graph Approach to Affine Invariant Feature Matching
Mark Moyou, John Corring, Adrian Peter +1
In this work, we present a novel and practical approach to address one of the longstanding problems in computer vision: 2D and 3D affine invariant feature matching. Our Grassmannia…
Variable Star Signature Classification using Slotted Symbolic Markov Modeling
Kyle B. Johnston, Adrian M. Peter
With the advent of digital astronomy, new benefits and new challenges have been presented to the modern day astronomer. No longer can the astronomer rely on manual processing, inst…
Multiwavelet density estimation
Judson B. Locke, Adrian M. Peter
Accurate density estimation methodologies play an integral role in a variety of scientific disciplines, with applications including simulation models, decision support tools, and e…