James Theiler

IEEE Trans. Geosci. Remote. Sens., 2023

Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion.

[BibT_eX]

[DOI]

Youzuo Lin

IEEE Signal Process. Mag., 2023

Bayesian vs Generalized Likelihood Ratio Detection of Solid Sub-Pixel Targets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Closed-Form Non-Parametric Admissible Detector for Solid Sub-Pixel Targets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Absorptive Weak Plume Detection on Gaussian and Non-Gaussian Background Clutter.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Bayesian Detection of Solid Subpixel Targets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Deep Snow: Synthesizing Remote Sensing Imagery with Generative Adversarial Nets.

[BibT_eX]

[DOI]

CoRR, 2020

Cycle-Consistent Adversarial Networks for Realistic Pervasive Change Generation in Remote Sensing Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

On the Detectability of Conflict: a Remote Sensing Study of the Rohingya Conflict.

[BibT_eX]

[DOI]

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Identifying forest thinning using anomalous change detection on synthetic aperture radar data.

[BibT_eX]

[DOI]

Elena C. Reinisch

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2020

Some Closed-Form Expressions for Absorptive Plume Detection.

[BibT_eX]

[DOI]

Alan P. Schaum

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2018

Corrections to "Problematic Projection to the In-Sample Subspace for a Kernelized Anomaly Detector".

[BibT_eX]

[DOI]

Guen Grosklos

IEEE Geosci. Remote. Sens. Lett., 2018

Closed-Form Detector for Solid Sub-Pixel Targets in Multivariate T-Distributed Background Clutter.

[BibT_eX]

[DOI]

Beate G. Zimmer

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Selecting the selector: Comparison of update rules for discrete global optimization.

[BibT_eX]

[DOI]

Beate G. Zimmer

Stat. Anal. Data Min., 2017

Variable target detection using Simplex ACE.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Segmented regression for spatio-spectral background estimation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Problematic Projection to the In-Sample Subspace for a Kernelized Anomaly Detector.

[BibT_eX]

[DOI]

Guen Grosklos

IEEE Geosci. Remote. Sens. Lett., 2016

Cracks in KRX: When more distant points are less anomalous.

[BibT_eX]

[DOI]

Guen Grosklos

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Generic target response as a measure of regression accuracy in multispectral background estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

Right spectrum in the wrong place: a framework for local hyperspectral anomaly detection.

[BibT_eX]

[DOI]

Amanda K. Ziemann

Proceedings of the Computational Imaging XIV, San Francisco, 2016

2015

Hyperspectral target detection using manifold learning and multiple target spectra.

[BibT_eX]

[DOI]

Amanda K. Ziemann

David W. Messinger

Proceedings of the 2015 IEEE Applied Imagery Pattern Recognition Workshop, 2015

2014

An Overview of Background Modeling for Detection of Targets and Anomalies in Hyperspectral Remotely Sensed Imagery.

[BibT_eX]

[DOI]

Marco Diani

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013

Matched-Pair Machine Learning.

[BibT_eX]

[DOI]

Technometrics, 2013

Algorithms for Multispectral and Hyperspectral Image Analysis.

[BibT_eX]

[DOI]

J. Electr. Comput. Eng., 2013

Interactive Machine Learning in Data Exploitation.

[BibT_eX]

[DOI]

Reid B. Porter

Don R. Hush

Comput. Sci. Eng., 2013

Regression framework for background estimation in remote sensing imagery.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Spatio-spectral anomalous change detection in hyperspectral imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Local Coregistration Adjustment for Anomalous Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Detection of spectrally sparse anomalies in hyperspectral imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Local principal component pursuit for nonlinear datasets.

[BibT_eX]

[DOI]

Rick Chartrand

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Sparse Matrix Transform for Hyperspectral Image Processing.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Ellipsoid-simplex hybrid for hyperspectral anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Evaluating and improving local hyperspectral anomaly detectors.

[BibT_eX]

[DOI]

Leonardo R. Bachega

Charles A. Bouman

Proceedings of the 2011 IEEE Applied Imagery Pattern Recognition Workshop: Imaging for Decision Making, 2011

2010

Elliptically Contoured Distributions for Anomalous Change Detection in Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2010

Radial kernels and their reproducing kernel Hilbert spaces.

[BibT_eX]

[DOI]

J. Complex., 2010

Ship detection in satellite imagery using rank-order grayscale hit-or-miss transforms.

[BibT_eX]

[DOI]

Neal R. Harvey

Reid B. Porter

Proceedings of the Visual Information Processing XIX, 2010

Statistics for characterizing data on the periphery.

[BibT_eX]

[DOI]

Don R. Hush

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Sparse matrix transform for fast projection to reduced dimension.

[BibT_eX]

[DOI]

Guangzhi Cao

Charles A. Bouman

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Using support vector machines for anomalous change detection.

[BibT_eX]

[DOI]

Ingo Steinwart

Daniel Llamocca

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Block-diagonal representations for covariance-based Anomalous change detectors.

[BibT_eX]

[DOI]

Anna Matsekh

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Symmetrized local co-registration optimization for anomalous change detection.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging VIII, 2010

2009

Improved change detection with local co-registration adjustments.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Weak signal detection in hyperspectral imagery using sparse matrix transform (smt) covariance estimation.

[BibT_eX]

[DOI]

Guangzhi Cao

Charles A. Bouman

Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

A structural framework for anomalous change detection and characterization.

[BibT_eX]

[DOI]

Lakshman Prasad

Proceedings of the Visual Information Processing XVIII, 2009

A change detection approach to moving object detection in low fame-rate video.

[BibT_eX]

[DOI]

Reid B. Porter

Neal R. Harvey

Proceedings of the Visual Information Processing XVIII, 2009

Uncorrelated versus independent elliptically-contoured distributions for anomalous change detection in hyperspectral imagery.

[BibT_eX]

[DOI]

Clint Scovel

Proceedings of the Computational Imaging VII, 2009

GNU Scientific Library - Reference Manual, Third Edition, for GSL Version 1.12.

[BibT_eX]

[DOI]

Network Theory Ltd, ISBN: 978-0-9546120-7-8, 2009

2008

Web-based design and evaluation of T-cell vaccine candidates.

[BibT_eX]

[DOI]

Bioinform., 2008

EC-GLRT: Detecting Weak Plumes in Non-Gaussian Hyperspectral Clutter Using an Elliptically-Contoured Generalized Likelihood Ratio Test.

[BibT_eX]

[DOI]

Bernard R. Foy

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Detection of ephemeral changes in sequences of images.

[BibT_eX]

[DOI]

Steven M. Adler-Golden

Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

2007

Comparison of feature selection and classification algorithms in identifying malicious executables.

[BibT_eX]

[DOI]

D. Michael Cai

Maya B. Gokhale

Comput. Stat. Data Anal., 2007

2006

Parallel random number generators for sequences uniformly distributed over any range of integers.

[BibT_eX]

[DOI]

Richard Kuehnel

Yuke Wang

IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Effect of signal contamination in matched-filter detection of the signal on a cluttered background.

[BibT_eX]

[DOI]

Bernard R. Foy

IEEE Geosci. Remote. Sens. Lett., 2006

Incorporating Spatial Contiguity into the Design of a Support Vector Machine Classifier.

[BibT_eX]

[DOI]

Murat Dundar

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2005

Resolution Enhancement of Multilook Imagery for the Multispectral Thermal Imager.

[BibT_eX]

[DOI]

Amy E. Galbraith

Kurtis J. Thome

Richard W. Ziolkowski

IEEE Trans. Geosci. Remote. Sens., 2005

Online feature selection for pixel classification.

[BibT_eX]

[DOI]

Karen A. Glocer

Damian Eads

Proceedings of the Machine Learning, 2005

Detecting a malicious executable without prior knowledge of its patterns.

[BibT_eX]

[DOI]

Dongming Cai

Maya B. Gokhale

Proceedings of the Data Mining, 2005

2004

Stimulus-specific oscillations in a retinal model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2004

Two realizations of a general feature extraction framework.

[BibT_eX]

[DOI]

Junshui Ma

Pattern Recognit., 2004

A theory of the Benham Top based on center-surround interactions in the parvocellular pathway.

[BibT_eX]

[DOI]

Neural Networks, 2004

Correlated Firing Improves Stimulus Discrimination in a Retinal Model.

[BibT_eX]

[DOI]

Neural Comput., 2004

Approach to Target Detection based on Relevant Metric for Scoring Performance.

[BibT_eX]

[DOI]

Proceedings of the 33rd Applied Image Pattern Recognition Workshop (AIPR 2004), 2004

2003

Experience with a Hybrid Processor: K-Means Clustering.

[BibT_eX]

[DOI]

J. Supercomput., 2003

Accurate On-line Support Vector Regression.

[BibT_eX]

[DOI]

Junshui Ma

Neural Comput., 2003

Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space.

[BibT_eX]

[DOI]

Kevin Lacker

J. Mach. Learn. Res., 2003

Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2003

Weighted Order Statistic Classifiers with Large Rank-Order Margin.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

Online Feature Selection using Grafting.

[BibT_eX]

[DOI]