Publications

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “Bayesian Context-Dependent Learning for Anomaly Classification in Hyperspectral Imagery.” IEEE Transactions on Geoscience and Remote Sensing, 2013.

Tantum, S. L., W. R. Scott, K. D. Morton, L. M. Collins, and P. A. Torrione. “Target classification and identification using sparse model representations of frequency-domain electromagnetic induction sensor data.” IEEE Transactions on Geoscience and Remote Sensing 51, no. 5 (January 1, 2013): 2689–2706. https://doi.org/10.1109/TGRS.2012.2215876.

Torrione, P., K. D. Morton, R. Sakaguchi, and L. M. Collins. “Histogram of gradient features for buried threat detection in ground penetrating radar data.” In International Geoscience and Remote Sensing Symposium IGARSS, 3182–85, 2012. https://doi.org/10.1109/IGARSS.2012.6350748.

Torrione, P., K. D. Morton, R. Sakaguchi, and L. M. Collins. “Computer vision techniques for target detection in ground penetrating radar data.” In Proceedings of the IASTED International Conference on Signal and Image Processing Sip 2012, 41–47, 2012. https://doi.org/10.2316/P.2012.786-034.

Duran, Sara I., Leslie M. Collins, and Chandra S. Throckmorton. “Stream segregation on a single electrode as a function of pulse rate in cochlear implant listeners.” The Journal of the Acoustical Society of America 132, no. 6 (December 2012): 3849–55. https://doi.org/10.1121/1.4764875.

Dedigama, A., M. Angelo, P. Torrione, T. H. Kim, S. Wolter, W. Lampert, A. Atewologun, et al. “Hemin-functionalized InAs-based high sensitivity room temperature NO gas sensors.” Journal of Physical Chemistry C 116, no. 1 (January 12, 2012): 826–33. https://doi.org/10.1021/jp2086889.

Morton, K., C. Ratto, J. Malof, M. Gunter, L. Collins, and P. Torrione. “Change-based threat detection in urban environments with a forward-looking camera.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.917721.

Ratto, C. R., K. D. Morton, I. T. McMichael, B. P. Burns, W. W. Clark, L. M. Collins, and P. A. Torrione. “Integration of lidar with the NIITEK GPR for improved performance on rough terrain.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.919119.

Manandhar, Achut, Kenneth D Jr Morton, Leslie M. Collins, and Peter A. Torrione. “Multiple Instance Learning for Landmine Detection using GPR.” In DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XVII, Vol. 8357, 2012. https://doi.org/10.1117/12.917947.

Sakaguchi, R. T., K. D. Morton, L. M. Collins, and P. A. Torrione. “Keypoint-based image processing for landmine detection in GPR data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.918361.

Malof, J. M., K. D. Morton, L. M. Collins, and P. A. Torrione. “Processing forward-looking data for anomaly detection: Single-look, multi-look, and spatial classification.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.918447.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “A Bayesian method for discriminative context-dependent fusion of GPR-based detection algorithms.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.919079.

Collins, L. “Chemometrics and machine learning for spectral analysis.” In Laser Applications to Chemical, Security and Environmental Analysis, LACSEA 2012, 2012.

Wang, P. K., P. A. Torrione, L. M. Collins, and K. D. Morton. “Rapid position estimation and tracking for autonomous driving.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8387, 2012. https://doi.org/10.1117/12.919317.

Collins, L. “Chemometrics and machine learning for spectral analysis.” In Laser Applications to Chemical Security and Environmental Analysis Lacsea 2012, 2012. https://doi.org/10.1364/lacsea.2012.lm5b.3.

Tantum, S. L., K. A. Colwell, K. D. Morton, W. R. Scott, L. M. Collins, and P. A. Torrione. “Feature extraction and processing of spatial frequency-domain electromagnetic induction sensor data for improved landmine discrimination.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.919421.

Tantum, S. L., K. D. Morton, L. M. Collins, and P. A. Torrione. “Investigation of the effects of operator technique on handheld sensor data for landmine detection.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8357, 2012. https://doi.org/10.1117/12.919427.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “A comparison of principal components and endmember-based contextual learning for hyperspectral anomaly classification.” In Workshop on Hyperspectral Image and Signal Processing Evolution in Remote Sensing, 2011. https://doi.org/10.1109/WHISPERS.2011.6080927.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “A hidden Markov context model for GPR-based landmine detection incorporating stick-breaking priors.” In International Geoscience and Remote Sensing Symposium IGARSS, 874–77, 2011. https://doi.org/10.1109/IGARSS.2011.6049270.

Morton, K. D., P. A. Torrione, and L. Collins. “Signal processing for the detection of explosive residues on varying substrates using laser induced breakdown spectroscopy.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8018, 2011. https://doi.org/10.1117/12.885111.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “Physics-based features for identifying contextual factors affecting landmine detection with ground-penetrating radar.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8017, 2011. https://doi.org/10.1117/12.884868.

Tantum, S. L., K. D. Morton, L. M. Collins, and P. A. Torrione. “Frequency-domain electromagnetic induction sensor data feature extraction and processing for improved landmine detection.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8017, 2011. https://doi.org/10.1117/12.884769.

Morton, K. D., P. A. Torrione, and L. Collins. “Classification of acoustic gunshot signatures using a nonparametric Bayesian signal model.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8019, 2011. https://doi.org/10.1117/12.885114.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “Contextual learning in ground-penetrating radar data using Dirichlet process priors.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8017, 2011. https://doi.org/10.1117/12.884872.

Torrione, P., K. Morton, C. Ratto, M. Gunter, and L. Collins. “Change detection for detecting potential threats in forward-looking video and downward-looking ground-penetrating radar data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8017, 2011. https://doi.org/10.1117/12.884122.