Colin C. Olson

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 13

Top Topics

Anomaly Detection

Kernel Principal Component Analysis

Matching Pursuit

Top Venues

IEEE Trans. Image Process.

Publications

Grayson Jorgenson, Henry Kvinge, Tegan Emerson, Colin C. Olson
Random Filters for Enriching the Discriminatory power of Topological Representations. TAG-ML (2022)
Tegan Emerson, Sarah Tymochko, George Stantchev, Jason A. Edelberg, Michael Wilson, Colin C. Olson
A Topological Approach for Motion Track Discrimination. CoRR (2021)
Nicholas Merrill, Colin C. Olson
Unsupervised Ensemble-Kernel Principal Component Analysis for Hyperspectral Anomaly Detection. CVPR Workshops (2020)
Nicholas Merrill, Colin C. Olson
A New Autoencoder Training Paradigm for Unsupervised Hyperspectral Anomaly Detection. IGARSS (2020)
Tegan H. Emerson, Colin C. Olson, Timothy Doster
Path-Based Dictionary Augmentation: A Framework for Improving k-Sparse Image Processing. IEEE Trans. Image Process. 29 (2020)
Tegan H. Emerson, Jason A. Edelberg, Timothy Doster, Nicholas Merrill, Colin C. Olson
Generative And Encoded Anomaly Detectors. WHISPERS (2019)
Tegan H. Emerson, Colin C. Olson, Anthony Lutz
Image Recovery in the Infrared Domain via Path-Augmented Compressive Sampling Matching Pursuit. CVPR Workshops (2019)
Tegan H. Emerson, Timothy Doster, Colin C. Olson
Path-Based Background Model Augmentation for Hyperspectral Anomaly Detection. WHISPERS (2018)
Colin C. Olson, K. Peter Judd, Jonathan M. Nichols
Manifold learning techniques for unsupervised anomaly detection. Expert Syst. Appl. 91 (2018)
Tegan H. Emerson, Timothy Doster, Colin C. Olson
Path Orthogonal Matching Pursuit for k-Sparse Image Reconstruction. EUSIPCO (2018)
Timothy Doster, Tegan Emerson, Colin C. Olson
Path Orthogonal Matching Pursuit for Sparse Reconstruction and Denoising of SWIR Maritime Imagery. CVPR Workshops (2018)
Colin C. Olson, Timothy Doster
A Novel Detection Paradigm and Its Comparison to Statistical and Kernel-Based Anomaly Detection Algorithms for Hyperspectral Imagery. CVPR Workshops (2017)
Timothy Doster, Colin C. Olson, Erin Fleet, Michael Yetzbacher
Selecting an Optimized COTS Filter Set for Multispectral Plenoptic Sensing. CVPR Workshops (2017)
Colin C. Olson, Jonathan M. Nichols, M. D. Todd, Joseph V. Michalowicz, Frank Bucholtz
Coupling Evolutionary Algorithms With Nonlinear Dynamical Systems: An Efficient Tool for Excitation Design and Optimization. IEEE Trans. Evol. Comput. 15 (4) (2011)
Joseph V. Michalowicz, Colin C. Olson, Frank Bucholtz, Jonathan M. Nichols
Calculation of Entropy for a Sinusoid with Beta-Distributed Phase. Entropy 11 (4) (2009)
Jonathan M. Nichols, Colin C. Olson, Joseph V. Michalowicz, Frank Bucholtz
The bispectrum and bicoherence for quadratically nonlinear systems subject to non-Gaussian inputs. IEEE Trans. Signal Process. 57 (10) (2009)
Colin C. Olson, Jon M. Nichols, Joseph V. Michalowicz, Frank Bucholtz
A method for testing driven dynamical systems with evolved excitations and its application to phase-locked loops. IEEE Congress on Evolutionary Computation (2009)