Publications

Found 272 results
Type [ Year(Asc)]
2017
D Reichman, LM Collins, and JM Malof. "On Choosing Training and Testing Data for Supervised Algorithms in Ground-Penetrating Radar Data for Buried Threat Detection." IEEE Transactions on Geoscience and Remote Sensing (2017): 1-11.
R Sakaguchi, KD Morton, LM Collins, and PA Torrione. "A Comparison of Feature Representations for Explosive Threat Detection in Ground Penetrating Radar Data." IEEE Transactions on Geoscience and Remote Sensing (2017): 1-10.
JM Malof, K Bradbury, LM Collins, RG Newell, A Serrano, H Wu, and S Keene. "Image features for pixel-wise detection of solar photovoltaic arrays in aerial imagery using a random forest classifier." In 2016 IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2016, 799-803. 2017.
JA Camilo, LM Collins, and JM Malof. "A Large Comparison of Feature-Based Approaches for Buried Target Classification in Forward-Looking Ground-Penetrating Radar." IEEE Transactions on Geoscience and Remote Sensing (2017): 1-12.
M Knox, C Rundel, and L Collins. "Sensor fusion for buried explosive threat detection for handheld data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 10182. 2017.
2016
D Reichman, JM Malof, and LM Collins. "Algorithm development for deeply buried threat detection in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. 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." Journal of Neural Engineering 13, no. 6 (2016).
KA Colwell, and LM Collins. "Attribute-driven transfer learning for detecting novel buried threats with ground-penetrating radar." In Proceedings of SPIE - The International Society for Optical Engineering. 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, T L. Johnson, JM Malof, A Devarajan, W Zhang, L M. Collins, and R G. 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 Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9823. 2016.
D Reichman, JM Malof, and LM Collins. "Leveraging seed dictionaries to improve dictionary learning." In Proceedings / ICIP ... International Conference on Image Processing, 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 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 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 Proceedings of SPIE - The International Society for Optical Engineering. 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).
2015
JM Malof, R Hou, LM Collins, K Bradbury, and R Newell. "Automatic solar photovoltaic panel detection in satellite imagery." In 2015 International Conference on Renewable Energy Research and Applications, ICRERA 2015, 1428-1431. 2015.
M Knox, P Torrione, L Collins, and K Morton. "Buried threat detection using a handheld ground penetrating radar system." Proceedings of SPIE - The International Society for Optical Engineering 9454 (2015).
JA Camilo, JM Malof, PA Torrione, LM Collins, and KD Morton. "Clutter and target discrimination in forward-looking ground penetrating radar using sparse structured basis pursuits." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454. 2015.
CS Throckmorton, WJ Mayew, M Venkatachalam, and LM Collins. "Financial fraud detection using vocal, linguistic and financial cues." Decision Support Systems 74 (2015): 78-87.
N Czarnek, K Morton, L Collins, S Tantum, and C Throckmorton. "The impact of time on seizure prediction performance in the FSPEEG database." Epilepsy & Behavior 48 (2015): 79-82.
KA Colwell, PA Torrione, KD Morton, and LM Collins. "Improving buried threat detection in ground-penetrating radar with transfer learning and metadata analysis." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454. 2015.

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