Publications

Found 338 results
Type [ Year(Asc)]
2017
D Reichman, LM Collins, and JM Malof. "Improvements to the histogram of oriented gradient (HOG) prescreener for buried threat detection in ground penetrating radar data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10182. 2017.
J Bralich, D Reichman, LM Collins, and JM Malof. "Improving convolutional neural networks for buried target detection in ground penetrating radar using transfer learning via pre-training." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10182. 2017.
D Reichman, LM Collins, and JM Malof. "Learning improved pooling regions for the histogram of oriented gradient (HOG) feature for buried threat detection in ground penetrating radar." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10182. 2017.
B Huang, M Knox, K Bradbury, LM Collins, and RG Newell. "Non-intrusive load monitoring system performance over a range of low frequency sampling rates." In 2017 6th International Conference on Renewable Energy Research and Applications, Icrera 2017, 505-509. Vol. 2017-January. 2017.
BO Mainsah, G Reeves, LM Collins, and CS Throckmorton. "Optimizing the stimulus presentation paradigm design for the P300-based brain-computer interface using performance prediction." Journal of Neural Engineering 14, no. 4 (2017).
BO Mainsah, LM Collins, G Reeves, and CS Throckmorton. "A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 3026-3030. 2017.
R Wang, J Camilo, LM Collins, K Bradbury, and JM Malof. "The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection." In 2017 Ieee Applied Imagery Pattern Recognition Workshop (Aipr). 2017.
M Knox, C Rundel, and L Collins. "Sensor fusion for buried explosive threat detection for handheld data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10182. 2017.
D Reichman, LM Collins, and JM Malof. "Some good practices for applying convolutional neural networks to buried threat detection in Ground Penetrating Radar." In 2017 9th International Workshop on Advanced Ground Penetrating Radar, Iwagpr 2017 Proceedings. 2017.
JA Camilo, LM Collins, and JM Malof. "Three-dimensional features, based on beamforming at multiple depths, improves landmine detection with a forward-looking ground-penetrating radar." In 2017 9th International Workshop on Advanced Ground Penetrating Radar, Iwagpr 2017 Proceedings. 2017.
S Qian, S Chelikani, P Wang, LM Collins, K Bradbury, and JM Malof. "Trading spatial resolution for improved accuracy when using detection algorithms on remote sensing imagery." In International Geoscience and Remote Sensing Symposium (Igarss), 3716-3719. Vol. 2017-July. 2017.
2016
D Reichman, JM Malof, and LM Collins. "Algorithm development for deeply buried threat detection in GPR data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 9823. 2016.
JM Clements, EW Sellers, DB Ryan, K Caves, LM Collins, and CS Throckmorton. "Applying dynamic data collection to improve dry electrode system performance for a P300-based brain-computer interface." J Neural Eng 13, no. 6 (2016).
KA Colwell, and LM Collins. "Attribute-driven transfer learning for detecting novel buried threats with ground-penetrating radar." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 9823. 2016.
JM Malof, K Bradbury, LM Collins, and RG Newell. "Automatic detection of solar photovoltaic arrays in high resolution aerial imagery." Applied Energy 183 (2016): 229-240.
JM Malof, LM Collins, K Bradbury, and RG Newell. "A deep convolutional neural network and a random forest classifier for solar photovoltaic array detection in aerial imagery." In 2016 Ieee International Conference on Renewable Energy Research and Applications, Icrera 2016, 650-654. 2016.
K Bradbury, R Saboo, TL Johnson, JM Malof, A Devarajan, W Zhang, LM Collins, and RG Newell. "Distributed solar photovoltaic array location and extent dataset for remote sensing object identification." Scientific Data 3 (2016): 160106.
JA Camilo, JM Malof, and LM Collins. "A feature learning approach for classifying buried threats in forward looking ground penetrating radar data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 9823. 2016.
D Reichman, JM Malof, and LM Collins. "Leveraging seed dictionaries to improve dictionary learning." In Proceedings International Conference on Image Processing, Icip, 3723-3727. Vol. 2016-August. 2016.
N Czarnek, K Morton, L Collins, R Newell, and K Bradbury. "Performance comparison framework for energy disaggregation systems." In 2015 Ieee International Conference on Smart Grid Communications, Smartgridcomm 2015, 446-452. 2016.
MA Mazurowski, NM Czarnek, LM Collins, KB Peters, and K Clark. "Predicting outcomes in glioblastoma patients using computerized analysis of tumor shape - Preliminary data." In Progress in Biomedical Optics and Imaging Proceedings of Spie. Vol. 9785. 2016.
JM Malof, KD Morton, LM Collins, and PA Torrione. "A Probabilistic Model for Designing Multimodality Landmine Detection Systems to Improve Rates of Advance." Ieee Transactions on Geoscience and Remote Sensing 54, no. 9 (2016): 5258-5270.
NM Czarnek, K Clark, KB Peters, LM Collins, and MA Mazurowski. "Radiogenomics of glioblastoma: A pilot multi-institutional study to investigate a relationship between tumor shape features and tumor molecular subtype." In Progress in Biomedical Optics and Imaging Proceedings of Spie. Vol. 9785. 2016.
JM Malof, and LM Collins. "Using queuing models to aid design and guide research effort for multimodality buried target detection systems." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 9823. 2016.
BO Mainsah, LM Collins, and CS Throckmorton. "Using the detectability index to predict P300 speller performance." Journal of Neural Engineering 13, no. 6 (2016).

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