Tegan Emerson
Tegan Emerson
Senior Data Scientist
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Cited by
Cited by
Persistence images: A stable vector representation of persistent homology
H Adams, T Emerson, M Kirby, R Neville, C Peterson, P Shipman, ...
Journal of Machine Learning Research 18, 2017
Topological data analysis of task-based fMRI data from experiments on schizophrenia
BJ Stolz, T Emerson, S Nahkuri, MA Porter, HA Harrington
Journal of Physics: Complexity 2 (3), 035006, 2021
Motion segmentation via generalized curvatures
RT Arn, P Narayana, T Emerson, BA Draper, M Kirby, C Peterson
IEEE transactions on pattern analysis and machine intelligence 41 (12), 2919 …, 2018
Transport-based model for turbulence-corrupted imagery
JM Nichols, TH Emerson, L Cattell, S Park, A Kanaev, F Bucholtz, ...
Applied optics 57 (16), 4524-4536, 2018
Persistence images: An alternative persistent homology representation
S Chepushtanova, T Emerson, E Hanson, M Kirby, F Motta, R Neville, ...
arXiv preprint arXiv:1507.06217 7, 2015
Fourier-ring descriptor to characterize rare circulating cells from images generated using immunofluorescence microscopy
T Emerson, M Kirby, K Bethel, A Kolatkar, M Luttgen, S O’Hara, P Newton, ...
Computerized Medical Imaging and Graphics 40, 70-87, 2015
Exploring 2d shape complexity
E Chambers, T Emerson, C Grimm, K Leonard
Research in Shape Analysis: WiSH2, Sirince, Turkey, June 2016, 61-83, 2018
A transport model for broadening of a linearly polarized, coherent beam due to inhomogeneities in a turbulent atmosphere
JM Nichols, TH Emerson, GK Rohde
Journal of Modern Optics 66 (8), 835-849, 2019
Generative and encoded anomaly detectors
TH Emerson, JA Edelberg, T Doster, N Merrill, CC Olson
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
On the symmetries of deep learning models and their internal representations
C Godfrey, D Brown, T Emerson, H Kvinge
arXiv preprint arXiv:2205.14258, 2022
Argumentative topology: Finding loop (holes) in logic
S Tymochko, Z New, L Bynum, E Purvine, T Doster, J Chaput, T Emerson
arXiv preprint arXiv:2011.08952, 2020
Path-Based Dictionary Augmentation: A Framework for Improving -Sparse Image Processing
TH Emerson, CC Olson, T Doster
IEEE Transactions on Image Processing 29, 1259-1270, 2019
Path orthogonal matching pursuit for sparse reconstruction and denoising of SWIR maritime imagery
T Doster, T Emerson, C Olson
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
Fitting local, low-dimensional parameterizations of optical turbulence modeled from optimal transport velocity vectors
TH Emerson, JM Nichols
Pattern Recognition Letters 133, 123-128, 2020
Path-based background model augmentation for hyperspectral anomaly detection
TH Emerson, T Doster, CC Olson
2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2018
Path orthogonal matching pursuit for k-sparse image reconstruction
TH Emerson, T Doster, C Olson
2018 26th European Signal Processing Conference (EUSIPCO), 1955-1959, 2018
Prediction and optimal scheduling of advertisements in linear television
MJ Panaggio, PW Fok, GS Bhatt, S Burhoe, M Capps, CJ Edholm, ...
arXiv preprint arXiv:1608.07305, 2016
Automated detection of circulating cells using low level features
TH Emerson
Colorado State University, 2013
Differential property prediction: a machine learning approach to experimental design in advanced manufacturing
L Truong, WJ Choi, C Wight, E Coda, T Emerson, K Kappagantula, ...
TMS 2023 152nd Annual Meeting & Exhibition Supplemental Proceedings, 587-595, 2023
In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
H Kvinge, T Emerson, G Jorgenson, S Vasquez, T Doster, J Lew
Advances in Neural Information Processing Systems 35, 32816-32829, 2022
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