Publications

Found 289 results
Type [ Year(Asc)]
2018
DB Ryan, KA Colwell, CS Throckmorton, LM Collins, K Caves, and EW Sellers. "Evaluating Brain-Computer Interface Performance in an ALS Population: Checkerboard and Color Paradigms." Clinical EEG and neuroscience : official journal of the EEG and Clinical Neuroscience Society (ENCS) 49, no. 2 (2018): 114-121.
2017
D Kalika, LM Collins, CS Throckmorton, and BO Mainsah. "Adaptive stimulus selection in ERP-based brain-computer interfaces by maximizing expected discrimination gain." In 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017, 1405-1410. Vol. 2017-January. 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, LM Collins, and K Bradbury. "A deep convolutional neural network, with pre-training, for solar photovoltaic array detection in aerial imagery." In International Geoscience and Remote Sensing Symposium (IGARSS), 874-877. Vol. 2017-July. 2017.
JM Malof, D Reichman, and LM Collins. "Discriminative dictionary learning to learn effective features for detecting buried threats in ground penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 10182. 2017.
D Reichman, LM Collins, and JM Malof. "The effect of translational variance in training and testing images on supervised buried threat detection algorithms for ground penetrating radar." In 2017 9th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2017 - Proceedings. 2017.
B So, C Nezin, V Kaimal, S Keene, L Collins, K Bradbury, and JM Malof. "Estimating the electricity generation capacity of solar photovoltaic arrays using only color aerial imagery." In International Geoscience and Remote Sensing Symposium (IGARSS), 1603-1606. Vol. 2017-July. 2017.
D Kalika, L Collins, K Caves, and C Throckmorton. "Fusion of P300 and eye-tracker data for spelling using BCI2000." Journal of Neural Engineering 14, no. 5 (2017): 056010.
RS Harmon, RR Hark, CS Throckmorton, EC Rankey, MA Wise, AM Somers, and LM Collins. "Geochemical Fingerprinting by Handheld Laser-Induced Breakdown Spectroscopy." Geostandards Newsletter 41, no. 4 (2017): 563-584.
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, M Crosskey, K Morton, LM Collins, and JM Malof. "An improved frequency domain feature with partial least-squares dimensionality reduction for classifying buried threats in forwardlooking ground-penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 10182. 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 Proceedings of SPIE - The International Society for Optical Engineering. 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 Proceedings of SPIE - The International Society for Optical Engineering. Vol. 10182. 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.
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 Proceedings of SPIE - The International Society for Optical Engineering. 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 IEEE International Conference on Acoustics Speech and Signal Processing, 3026-3030. 2017.
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.
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 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).

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