Publications

Found 289 results
Type [ Year(Asc)]
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.
BO Mainsah, LM Collins, KA Colwell, EW Sellers, DB Ryan, K Caves, and CS Throckmorton. "Increasing BCI communication rates with dynamic stopping towards more practical use: an ALS study." Journal of Neural Engineering 12, no. 1 (2015).
D Kalika, MT Knox, LM Collins, PA Torrione, and KD Morton. "Leveraging robust principal component analysis to detect buried explosive threats in handheld ground-penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454. 2015.
BO Mainsah, KD Morton, LM Collins, EW Sellers, and CS Throckmorton. "Moving Away From Error-Related Potentials to Achieve Spelling Correction in P300 Spellers." IEEE Transactions on Neural Systems and Rehabilitation Engineering 23, no. 5 (2015): 737-743.
A Manandhar, PA Torrione, LM Collins, and KD Morton. "Multiple-instance hidden markov model for GPR-based landmine detection." IEEE Transactions on Geoscience and Remote Sensing 53, no. 4 (2015): 1737-1745.
A Manandhar, KD Morton, LM Collins, and PA Torrione. "A Nonparametric Bayesian Approach to Multiple Instance Learning." International Journal of Pattern Recognition & Artificial Intelligence 29, no. 03 (2015): 1551001.
JM Malof, KD Morton, LM Collins, and PA Torrione. "A queuing model for designing multi-modality buried target detection systems: Preliminary results." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454. 2015.
RT Sakaguchi, KD Morton, LM Collins, and PA Torrione. "Recognizing subsurface target responses in ground penetrating radar data using convolutional neural networks." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454. 2015.

Pages