Publications

Found 260 results
Type [ Year(Asc)]
2016
Reichman, D, Malof, JM, and Collins, LM. "Algorithm development for deeply buried threat detection in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9823., 2016.
Clements, JM, Sellers, EW, Ryan, DB, Caves, K, Collins, LM, and Throckmorton, CS. "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).
Colwell, KA, and Collins, LM. "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.
Malof, JM, Bradbury, K, Collins, LM, and Newell, RG. "Automatic detection of solar photovoltaic arrays in high resolution aerial imagery." Applied Energy 183 (2016): 229-240.
Bradbury, K, Saboo, R, Johnson, T L., Malof, JM, Devarajan, A, Zhang, W, Collins, L M., and Newell, R G. "Distributed solar photovoltaic array location and extent dataset for remote sensing object identification." Scientific Data 3 (2016): 160106.
Camilo, JA, Malof, JM, and Collins, LM. "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.
Reichman, D, Malof, JM, and Collins, LM. "Leveraging seed dictionaries to improve dictionary learning." In Proceedings / ICIP ... International Conference on Image Processing, 3723-3727. Vol. 2016-August., 2016.
Malof, JM, Morton, KD, Collins, LM, and Torrione, PA. "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.
Malof, JM, and Collins, LM. "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.
Mainsah, BO, Collins, LM, and Throckmorton, CS. "Using the detectability index to predict P300 speller performance." Journal of Neural Engineering 13, no. 6 (2016).
2015
Knox, M, Torrione, P, Collins, L, and Morton, K. "Buried threat detection using a handheld ground penetrating radar system." Proceedings of SPIE - The International Society for Optical Engineering 9454 (2015).
Camilo, JA, Malof, JM, Torrione, PA, Collins, LM, and Morton, KD. "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.
Throckmorton, CS, Mayew, WJ, Venkatachalam, M, and Collins, LM. "Financial fraud detection using vocal, linguistic and financial cues." Decision Support Systems 74 (2015): 78-87.
Czarnek, N, Morton, K, Collins, L, Tantum, S, and Throckmorton, C. "The impact of time on seizure prediction performance in the FSPEEG database." Epilepsy & Behavior 48 (2015): 79-82.
Colwell, KA, Torrione, PA, Morton, KD, and Collins, LM. "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.
Mainsah, BO, Collins, LM, Colwell, KA, Sellers, EW, Ryan, DB, Caves, K, and Throckmorton, CS. "Increasing BCI communication rates with dynamic stopping towards more practical use: an ALS study." Journal of Neural Engineering 12, no. 1 (2015).
Kalika, D, Knox, MT, Collins, LM, Torrione, PA, and Morton, KD. "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.
Mainsah, BO, Morton, KD, Collins, LM, Sellers, EW, and Throckmorton, CS. "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.
Manandhar, A, Torrione, PA, Collins, LM, and Morton, KD. "Multiple-instance hidden markov model for GPR-based landmine detection." IEEE Transactions on Geoscience and Remote Sensing 53, no. 4 (2015): 1737-1745.
Manandhar, A, Morton, KD, Collins, LM, and Torrione, PA. "A Nonparametric Bayesian Approach to Multiple Instance Learning." International Journal of Pattern Recognition & Artificial Intelligence 29, no. 03 (2015): 1551001.
Malof, JM, Morton, KD, Collins, LM, and Torrione, PA. "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.
Sakaguchi, RT, Morton, KD, Collins, LM, and Torrione, PA. "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.
Reichman, D, Morton, KD, Malof, JM, Collins, LM, and Torrione, PA. "Target signature localization in GPR data by jointly estimating and matching templates." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9454., 2015.
2014
Ratto, CR, Morton, KD, Collins, LM, and Torrione, PA. "Analysis of Linear Prediction for Soil Characterization in GPR Data for Countermine Applications." Sensing and Imaging 15, no. 1 (2014).
Ratto, CR, Jr, KDM, Collins, LM, and Torrione, PA. "Bayesian context-dependent learning for anomaly classification in hyperspectral imagery." IEEE Transactions on Geoscience and Remote Sensing 52, no. 4 (2014): 1969-1981.

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