Kenneth D. Morton

发表

Recognizing subsurface target responses in ground penetrating radar data using convolutional neural networks

Leslie M. Collins, Rayn Sakaguchi, Kenneth D. Morton, 2015, Defense + Security Symposium.

Physics-based features for identifying contextual factors affecting landmine detection with ground-penetrating radar

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

A Bayesian method for discriminative context-dependent fusion of GPR-based detection algorithms

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Other Conferences.

Moving Away From Error-Related Potentials to Achieve Spelling Correction in P300 Spellers

Leslie M. Collins, Chandra S. Throckmorton, Kenneth D. Morton, 2015, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Integration of lidar with the NIITEK GPR for improved performance on rough terrain

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Other Conferences.

Classification of acoustic gunshot signatures using a nonparametric Bayesian signal model

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Multiple instance learning framework for landmine detection using ground-penetrating radar

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Target localization and signature extraction in GPR data using expectation-maximization and principal component analysis

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014, Defense + Security Symposium.

Analysis of Linear Prediction for Soil Characterization in GPR Data for Countermine Applications

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014 .

Exploiting spectral content for image segmentation in GPR data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Multiple instance hidden Markov models for GPR-based landmine detection

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2013, Defense, Security, and Sensing.

Nonparametric Bayesian time-series modeling and clustering of time-domain ground penetrating radar landmine responses

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2010, Defense + Commercial Sensing.

Context-Dependent Classification: An Approach for Achieving Robust Remote Sensing Performance in Changing Conditions

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012 .

Target signature localization in GPR data by jointly estimating and matching templates

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2015, Defense + Security Symposium.

Leveraging robust principal component analysis to detect buried explosive threats in handheld ground-penetrating radar data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2015, Defense + Security Symposium.

Mandarin Chinese tone identification in cochlear implants: Predictions from acoustic models

Leslie M. Collins, Chandra S. Throckmorton, Kenneth D. Morton, 2008, Hearing Research.

A robust Bayesian approach to target detection applied to explosive threat detection in handheld ground penetrating radar data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014, Defense + Security Symposium.

Frequency domain electromagnetic induction sensor data feature extraction and processing for improved landmine detection

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Contextual learning in ground-penetrating radar data using Dirichlet process priors

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

A novel framework for processing forward looking infrared imagery with application to buried threat detection

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2013, Defense, Security, and Sensing.

Change-based threat detection in urban environments with a forward-looking camera

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2012, Other Conferences.

Change detection for detecting potential threats in forward-looking video and downward-looking ground-penetrating radar data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Experiment design for measuring the probability of detection in remote sensing: how many objects and how many passes

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014, Defense + Security Symposium.

Investigation of the effects of operator technique on handheld sensor data for landmine detection

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Other Conferences.

Sparse model inversion and processing of spatial frequency-domain electromagnetic induction sensor array data for improved landmine discrimination

Leslie M. Collins, Waymond R. Scott, Kenneth D. Morton, 2013, Defense, Security, and Sensing.

Rapid position estimation and tracking for autonomous driving

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Defense, Security, and Sensing.

Keypoint-based image processing for landmine detection in GPR data

Leslie M. Collins, Rayn Sakaguchi, Kenneth D. Morton, 2012, Other Conferences.

Multivariate analysis, chemometrics, and machine learning in laser spectroscopy

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014 .

Chemometrics and Machine Learning for Spectral Analysis

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012 .

Bayesian detection of acoustic muzzle blasts

Kenneth D. Morton, Leslie M. Collins, L. Collins, 2009, Defense + Commercial Sensing.

Improving buried threat detection in ground-penetrating radar with transfer learning and metadata analysis

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2015, Defense + Security Symposium.

Buried threat detection using a handheld ground penetrating radar system

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2015, Defense + Security Symposium.

A novel algorithm for buried target detection evaluated on a collection of seismo-acoustic data

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2014, Defense + Security Symposium.

Processing forward-looking data for anomaly detection: single-look, multi-look, and spatial classification

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2012, Other Conferences.

A queuing model for designing multi-modality buried target detection systems: preliminary results

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2015, Defense + Security Symposium.

Multivariate Output-Associative RVM for Multi-Dimensional Affect Predictions

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2016 .

The Viterbi algorithm as an approach for incorporating spatial information into air/ground interface inference in GPR data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Convolutional neural network based sensor fusion for forward looking ground penetrating radar

Rayn Sakaguchi, Kenneth D. Morton, Miles Crosskey, 2016, SPIE Defense + Security.

Hyperbolic and PLSDA filter algorithms to detect buried threats in GPR data

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014, Defense + Security Symposium.

Sensor fusion approaches for EMI and GPR-based subsurface threat identification

Kenneth D. Morton, Peter A. Torrione, Lance E. Besaw, 2011, Defense + Commercial Sensing.

Application of image categorization methods for buried threat detection in GPR data

Leslie M. Collins, Rayn Sakaguchi, Kenneth D. Morton, 2013, Defense, Security, and Sensing.

Clutter and target discrimination in forward-looking ground penetrating radar using sparse structured basis pursuits

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2015, Defense + Security Symposium.

A graphical user interface for real-time spectroscopy: software architecture for data collection, feature extraction, model development, and real-time testing

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2009, Defense + Commercial Sensing.

Physics-based data augmentation for high frequency 3D radar systems

Rayn Sakaguchi, Kenneth D. Morton, Miles Crosskey, 2018, Defense + Security.

Bayesian Techniques for Adaptive Acoustic Surveillance

Kenneth D. Morton, K. D. Morton, 2010 .

Statistical Signal Processing for Remote Sensing of Targets: Proposal for Terrestrial Science Program

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2014 .

Adaptive Gaussian mixture models for pre-screening in GPR data

Kenneth D. Morton, Peter A. Torrione, Lance E. Besaw, 2011, Defense + Commercial Sensing.

An improved frequency domain feature with partial least-squares dimensionality reduction for classifying buried threats in forward-looking ground-penetrating radar data

Jordan M. Malof, Kenneth D. Morton, Leslie M. Collins, 2017, Defense + Security.

Multiple instance learning for landmine detection using ground penetrating radar

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Other Conferences.

Fusion of forward looking infrared and ground penetrating radar for improved stopping distances in landmine detection

Jordan M. Malof, Leslie M. Collins, Kenneth D. Morton, 2014, Defense + Security Symposium.

A Comparison of Feature Representations for Explosive Threat Detection in Ground Penetrating Radar Data

Leslie M. Collins, Rayn Sakaguchi, Kenneth D. Morton, 2017, IEEE Transactions on Geoscience and Remote Sensing.

Signal processing for the detection of explosive residues on varying substrates using laser-induced breakdown spectroscopy

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2011, Defense + Commercial Sensing.

Feature extraction and processing of spatial frequency-domain electromagnetic induction sensor data for improved landmine discrimination

Leslie M. Collins, Kenneth D. Morton, Peter A. Torrione, 2012, Other Conferences.

Laser-induced breakdown spectroscopy-based geochemical fingerprinting for the rapid analysis and discrimination of minerals: The example of garnet

Leslie M. Collins, Michael A. Wise, Kenneth D. Morton, 2010 .