Timothy Doster

发表

A Novel Detection Paradigm and Its Comparison to Statistical and Kernel-Based Anomaly Detection Algorithms for Hyperspectral Imagery

Colin C. Olson, Timothy Doster, C. Olson, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Integration of heterogeneous data for classification in hyperspectral satellite imagery

John J. Benedetto, David Gillis, Timothy Doster, 2012, Defense + Commercial Sensing.

Path Orthogonal Matching Pursuit for Sparse Reconstruction and Denoising of SWIR Maritime Imagery

Tegan Emerson, Colin C. Olson, Timothy Doster, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Designing manufacturable filters for a 16-band plenoptic camera using differential evolution

Erin Fleet, Robert A. Leathers, Timothy Doster, 2017, Defense + Security.

Gradual DropIn of Layers to Train Very Deep Neural Networks

Timothy Doster, Emily M. Hand, Leslie N. Smith, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Selecting an Optimized COTS Filter Set for Multispectral Plenoptic Sensing

Erin Fleet, Colin C. Olson, Timothy Doster, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

A case study on data fusion with overlapping segments

Wojciech Czaja, Alexander Cloninger, Timothy Doster, 2013, 2013 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

Machine learning approach to OAM beam demultiplexing via convolutional neural networks.

Timothy Doster, Abbie T Watnik, T. Doster, 2017, Applied optics.

Spatial-spectral operator theoretic methods for hyperspectral image classification

John J. Benedetto, Wojciech Czaja, Kevin Duke, 2016 .

Path-Based Background Model Augmentation for Hyperspectral Anomaly Detection

Colin C. Olson, Timothy Doster, Tegan H. Emerson, 2018, 2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Building robust neighborhoods for manifold learning-based image classification and anomaly detection

Timothy Doster, C. C. Olson, C. Olson, 2016, SPIE Defense + Security.

A study of anomaly detection performance as a function of relative spectral abundances for graph- and statistics-based detection algorithms

David W. Messinger, Miguel Velez-Reyes, Timothy Doster, 2017 .

Path-Based Dictionary Augmentation: A Framework for Improving $k$ -Sparse Image Processing

Timothy Doster, Tegan H Emerson, Colin Olson, 2020, IEEE Transactions on Image Processing.

Semi-supervised learning of heterogeneous data in remote sensing imagery

John J. Benedetto, David Gillis, Timothy Doster, 2012, Defense + Commercial Sensing.

Argumentative Topology: Finding Loop(holes) in Logic pdf

Timothy Doster, Sarah Tymochko, Emilie Purvine, 2020, ArXiv.

Operator analysis and diffusion based embeddings for heterogeneous data fusion

Wojciech Czaja, Alexander Cloninger, Timothy Doster, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Harmonic analysis inspired data fusion for applications in remote sensing

Timothy Doster, 2014 .

Path Orthogonal Matching Pursuit for k-Sparse Image Reconstruction

Colin C. Olson, Timothy Doster, Tegan H. Emerson, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Anomaly clustering in hyperspectral images

David W. Messinger, Timothy Doster, William F. Basener, 2009, Defense + Commercial Sensing.

Measuring Multiplexed OAM Modes with Convolutional Neural Networks

Timothy Doster, Abbie T. Watnik, 2016 .

Wavelet packet mixing for image fusion and pan-sharpening

Wojciech Czaja, Timothy Doster, James M. Murphy, 2014, Defense + Security Symposium.

De-multiplexing vortex modes in optical communications using transport-based pattern recognition.

Timothy Doster, Liam Cattell, Se Rim Park, 2018, Optics express.

An Overview of Numerical Acceleration Techniques for Nonlinear Dimension Reduction

Avner Halevy, Wojciech Czaja, Timothy Doster, 2017 .

A parametric study of unsupervised anomaly detection performance in maritime imagery using manifold learning techniques

Timothy Doster, C. C. Olson, C. Olson, 2016, SPIE Defense + Security.

Generative And Encoded Anomaly Detectors

Colin C. Olson, Timothy Doster, Tegan H. Emerson, 2019, 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Reward-Free Attacks in Multi-Agent Reinforcement Learning pdf

Nathan Oken Hodas, Timothy Doster, Jill Brandenberger, 2021, ArXiv.

Video Surveillance Autopilot

Timothy Doster, Leslie N. Smith, David Bonanno, 2022 .

Laguerre-Gauss and Bessel-Gauss beams propagation through turbulence: analysis of channel efficiency.

Timothy Doster, Abbie T Watnik, T. Doster, 2016, Applied optics.

An optimal transport model for imaging in atmospheric turbulence

Gustavo K. Rohde, Jonathan M. Nichols, Timothy Doster, 2017, 1705.01050.

The pre-image problem for Laplacian Eigenmaps utilizing L1 regularization with applications to data fusion

Wojciech Czaja, Alexander Cloninger, Timothy Doster, 2017 .