Publications

Found 332 results
Type [ Year(Asc)]
2021
XJ Chen, ET Laporte, C Olsen, LM Collins, P Patel, R Karra, and BO Mainsah. "Heart Sound Analysis in Individuals Supported with Left Ventricular Assist Devices." Ieee Trans Biomed Eng PP (2021).
BO Mainsah, PA Patel, XJ Chen, C Olsen, LM Collins, and R Karra. "Novel Acoustic Biomarker of Quality of Life in Left Ventricular Assist Device Recipients." Journal of the American Heart Association 10, no. 6 (2021).
2020
B Huang, K Bradbury, LM Collins, and JM Malof. "Do Deep Learning Models Generalize to Overhead Imagery from Novel Geographic Domains? the xGD Benchmark Problem." In International Geoscience and Remote Sensing Symposium (Igarss), 1476-1479. 2020.
XJ Chen, LM Collins, PA Patel, R Karra, and BO Mainsah. "Heart Sound Analysis in Individuals Supported with Left Ventricular Assist Device: A First Look." In Computing in Cardiology. Vol. 2020-September. 2020.
EA Stump, F Reveriano, LM Collins, and JM Malof. "How robust are deep object detectors to variability in ground truth bounding boxes? experiments for target recognition in infrared imagery." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11394. 2020.
W Hu, B Alexander, W Cathcart, A Hu, V Nair, L Zuo, J Malof, L Collins, and K Bradbury. "Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning." In International Geoscience and Remote Sensing Symposium (Igarss), 2229-2232. 2020.
K Chu, L Collins, and B Mainsah. "USING AUTOMATIC SPEECH RECOGNITION AND SPEECH SYNTHESIS TO IMPROVE THE INTELLIGIBILITY OF COCHLEAR IMPLANT USERS IN REVERBERANT LISTENING ENVIRONMENTS." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 6929-6933. Vol. 2020. 2020.
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.
JM Malof, D Reichman, and LM Collins. "Data augmentation in feature-space with generative adversarial networks, applied to GPR-based buried threat detection." In 10th International Workshop on Advanced Ground Penetrating Radar, Held at Near Surface Geoscience Conference and Exhibition 2019, Nsg 2019. 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.
K Lin, B Huang, LM Collins, K Bradbury, and JM Malof. "A simple rotational equivariance loss for generic convolutional segmentation networks: Preliminary results." In International Geoscience and Remote Sensing Symposium (Igarss), 3876-3879. 2019.
F Kong, C Chen, B Huang, LM Collins, K Bradbury, and JM Malof. "Training a single multi-class convolutional segmentation network using multiple datasets with heterogeneous labels: Preliminary results." In International Geoscience and Remote Sensing Symposium (Igarss), 3903-3906. 2019.
2018
LK Shahidi, LM Collins, and BO Mainsah. "Application of a Graphical Model to Investigate the Utility of Cross-channel Information for Mitigating Reverberation in Cochlear Implants." In Proceedings of the ... International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications, 847-852. Vol. 2018. 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.

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