Publications

Found 322 results
Type [ Year(Asc)]
2019
L Shahidi, L Collins, and B Mainsah. "Application of a Graphical Model to Investigate the Utility of Cross-Channel Information for Mitigating Reverberation in Cochlear Implants." In Proceedings 17th Ieee International Conference on Machine Learning and Applications, Icmla 2018, 847-852. 2019.
KS Prabhudesai, LM Collins, and BO Mainsah. "Automated feature learning using deep convolutional auto-encoder neural network for clustering electroencephalograms into sleep stages." In International Ieee/Embs Conference on Neural Engineering, Ner, 937-940. Vol. 2019-March. 2019.
E Stump, D Reichman, LM Collins, and JM Malof. "An exploration of gradient-based features for buried threat detection using a handheld ground penetrating radar." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11012. 2019.
E Stump, D Reichman, LM Collins, and JM Malof. "How transferable are downward-looking and handheld ground penetrating radar data? Experiments in the context of buried threat detection." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11012. 2019.
JM Malof, D Reichman, A Karem, H Frigui, KC Ho, JN Wilson, WH Lee, WJ Cummings, and LM Collins. "A large-scale multi-institutional evaluation of advanced discrimination algorithms for buried threat detection in ground penetrating radar." Ieee Transactions on Geoscience and Remote Sensing 57, no. 9 (2019): 6929-6945.
S Jacobson, D Reichman, J Bjornstad, LM Collins, and JM Malof. "Reliable training of convolutional neural networks for GPR-based buried threat detection using the Adam optimizer and batch normalization." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11012. 2019.
2018
KS Prabhudesai, BO Mainsah, LM Collins, and CS Throckmorton. "Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian Mixture Topics." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2451-2455. Vol. 2018-April. 2018.
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 56, no. 1 (2018): 497-507.
B Huang, LM Collins, K Bradbury, and JM Malof. "Deep convolutional segmentation of remote sensing imagery: A simple and efficient alternative to stitching output labels." In International Geoscience and Remote Sensing Symposium (Igarss), 6899-6902. Vol. 2018-July. 2018.
RS Harmon, CS Throckmorton, RR Hark, JL Gottfried, G Wörner, K Harpp, and L Collins. "Discriminating volcanic centers with handheld laser-induced breakdown spectroscopy (LIBS)." Journal of Archaeological Science 98 (2018): 112-127.
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." Clin Eeg Neurosci 49, no. 2 (2018): 114-121.
B Huang, D Reichman, LM Collins, K Bradbury, and JM Malof. "On the extraction of training imagery from very large remote sensing datasets for deep convolutional segmenatation networks." In International Geoscience and Remote Sensing Symposium (Igarss), 6895-6898. Vol. 2018-July. 2018.
JM Malof, D Reichman, and LM Collins. "How do we choose the best model? The impact of cross-validation design on model evaluation for buried threat detection in ground penetrating radar." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10628. 2018.
D Reichman, LM Collins, and JM Malof. "How much shape information is enough, or too much? Designing imaging descriptors for threat detection in ground penetrating radar data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10628. 2018.
D Reichman, LM Collins, and JM Malof. "If training data appears to be mislabeled, should we relabel it? Improving supervised learning algorithms for threat detection in ground penetrating radar data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10628. 2018.
JM Malof, J Bralich, D Reichman, and LM Collins. "Improving the histogram of oriented gradient feature for threat detection in ground penetrating radar by implementing it as a trainable convolutional neural network." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 10628. 2018.
BO Mainsah, D Kalika, LM Collins, S Liu, and CS Throckmorton. "Information-based adaptive stimulus selection to optimize communication efficiency in brain-computer interfaces." In Advances in Neural Information Processing Systems, 4820-4830. Vol. 2018-December. 2018.
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 56, no. 1 (2018): 547-558.
B Huang, K Lu, N Audebert, A Khalel, Y Tarabalka, J Malof, A Boulch, BL Saux, L Collins, K Bradbury et al. "Large-scale semantic classification: Outcome of the first year of inria aerial image labeling benchmark." In International Geoscience and Remote Sensing Symposium (Igarss), 6947-6950. Vol. 2018-July. 2018.
JM Clements, R Kopper, DJ Zielinski, H Rao, MA Sommer, E Kirsch, BO Mainsah, LM Collins, and LG Appelbaum. "Neurophysiology of Visual-Motor Learning during a Simulated Marksmanship Task in Immersive Virtual Reality." In 25th Ieee Conference on Virtual Reality and 3d User Interfaces, Vr 2018 Proceedings, 451-458. 2018.
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 Proceedings Applied Imagery Pattern Recognition Workshop. Vol. 2017-October. 2018.
R Wang, LM Collins, K Bradbury, and JM Malof. "Semisupervised adversarial discriminative domain adaptation, with application to remote sensing data." In International Geoscience and Remote Sensing Symposium (Igarss), 3611-3614. Vol. 2018-July. 2018.
JM Malof, S Chelikani, LM Collins, and K Bradbury. "Trading spatial resolution for improved accuracy in remote sensing imagery: An empirical study using synthetic data." In Proceedings Applied Imagery Pattern Recognition Workshop. Vol. 2017-October. 2018.
K Chu, C Throckmorton, L Collins, and B Mainsah. "Using machine learning to mitigate the effects of reverberation and noise in cochlear implants." In Proceedings of Meetings on Acoustics. Vol. 33. 2018.
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.

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