Publications

Colwell, K. A., D. B. Ryan, C. S. Throckmorton, E. W. Sellers, and L. M. Collins. “Channel selection methods for the P300 Speller.” J Neurosci Methods 232 (July 30, 2014): 6–15. https://doi.org/10.1016/j.jneumeth.2014.04.009.

Mainsah, Boyla O., Kenneth A. Colwell, Leslie M. Collins, and Chandra S. Throckmorton. “Utilizing a language model to improve online dynamic data collection in P300 spellers.” IEEE Transactions on Neural Systems and Rehabilitation Engineering : A Publication of the IEEE Engineering in Medicine and Biology Society 22, no. 4 (July 2014): 837–46. https://doi.org/10.1109/tnsre.2014.2321290.

Desmond, Jill M., Leslie M. Collins, and Chandra S. Throckmorton. “The effects of reverberant self- and overlap-masking on speech recognition in cochlear implant listeners.” The Journal of the Acoustical Society of America 135, no. 6 (June 2014): EL304–10. https://doi.org/10.1121/1.4879673.

Malof, J. M., M. Knox, P. A. Torrione, L. M. Collins, and K. D. Morton. “A novel algorithm for buried target detection evaluated on a collection of seismo-acoustic data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2053842.

Torrione, P. A., K. D. Morton, R. Sakaguchi, and L. M. Collins. “Histograms of oriented gradients for landmine detection in ground-penetrating radar data.” IEEE Transactions on Geoscience and Remote Sensing 52, no. 3 (January 1, 2014): 1539–50. https://doi.org/10.1109/TGRS.2013.2252016.

Kalika, D., K. D. Morton, L. M. Collins, and P. A. Torrione. “Hyperbolic and PLSDA filter algorithms to detect buried threats in GPR data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2050502.

Ratto, C. R., K. D. M. Jr, L. M. Collins, and P. A. Torrione. “Bayesian context-dependent learning for anomaly classification in hyperspectral imagery.” IEEE Transactions on Geoscience and Remote Sensing 52, no. 4 (January 1, 2014): 1969–81. https://doi.org/10.1109/TGRS.2013.2257175.

Morton, K. D., L. M. Collins, and P. A. Torrione. “A robust Bayesian approach to target detection applied to explosive threat detection in handheld ground penetrating radar data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2050514.

Ratto, C. R., K. D. Morton, L. M. Collins, and P. A. Torrione. “Analysis of linear prediction for soil characterization in gpr data for countermine applications.” Sensing and Imaging 15, no. 1 (January 1, 2014). https://doi.org/10.1007/s11220-014-0086-8.

Torrione, P. A., L. M. Collins, and K. D. Morton. “Experiment design for measuring the probability of detection in remote sensing: How many objects and how many passes.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2049704.

Torrione, P., L. M. Collins, and K. D. Morton. “Multivariate analysis, chemometrics, and machine learning in laser spectroscopy.” In Laser Spectroscopy for Sensing Fundamentals Techniques and Applications, 125–64, 2014. https://doi.org/10.1533/9780857098733.1.125.

Malof, J. M., K. D. Morton, L. M. Collins, and P. A. Torrione. “Fusion of forward looking infrared and ground penetrating radar for improved stopping distances in landmine detection.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2051444.

Sakaguchi, R. T., K. D. Morton, L. M. Collins, and P. A. Torrione. “Physics-based deformations of ground penetrating radar signals to improve the detection of buried explosives.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2049316.

Knox, M., S. Tantum, and L. Collins. “Target detection and identification using synthetic aperture acoustics.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2050390.

Reichman, D., K. D. Morton, L. M. Collins, and P. A. Torrione. “Target localization and signature extraction in GPR data using expectation-maximization and principal component analysis.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 9072, 2014. https://doi.org/10.1117/12.2049874.

Desmond, Jill M., Leslie M. Collins, and Chandra S. Throckmorton. “Using channel-specific statistical models to detect reverberation in cochlear implant stimuli.” The Journal of the Acoustical Society of America 134, no. 2 (August 2013): 1112–20. https://doi.org/10.1121/1.4812273.

Throckmorton, Chandra S., Kenneth A. Colwell, David B. Ryan, Eric W. Sellers, and Leslie M. Collins. “Bayesian approach to dynamically controlling data collection in P300 spellers.” IEEE Trans Neural Syst Rehabil Eng 21, no. 3 (May 2013): 508–17. https://doi.org/10.1109/TNSRE.2013.2253125.

Manandhar, A., K. D. Morton, L. M. Collins, and P. A. Torrione. “Multiple instance hidden markov models for GPR-based landmine detection.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8709, 2013. https://doi.org/10.1117/12.2016401.

Sakaguchi, R. T., K. D. Morton, L. M. Collins, and P. A. Torrione. “Application of image categorization methods for buried threat detection in GPR data.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8709, 2013. https://doi.org/10.1117/12.2016709.

Tantum, S. L., K. A. Colwell, W. R. Scott, P. A. Torrione, L. M. Collins, and K. D. Morton. “Sparse model inversion and processing of spatial frequency-domain electromagnetic induction sensor array data for improved landmine discrimination.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8709, 2013. https://doi.org/10.1117/12.2016063.

Torrione, P., K. D. Morton, J. L. Gottfried, and L. M. Collins. “A new approach to elemental inference in LIBS: A statistical model for spectral analysis.” In Optics InfoBase Conference Papers, 2013.

Malof, J. M., K. D. Morton, L. M. Collins, and P. A. Torrione. “A novel framework for processing forward looking infrared imagery with application to buried threat detection.” In Proceedings of SPIE the International Society for Optical Engineering, Vol. 8709, 2013. https://doi.org/10.1117/12.2016113.

Wang, P., P. Torrione, L. Collins, and K. Morton. “Rapid tracking for autonomous driving with monocular video.” In 2013 International Conference on Connected Vehicles and Expo Iccve 2013 Proceedings, 133–38, 2013. https://doi.org/10.1109/ICCVE.2013.6799782.

Torrione, P. A., K. D. Morton, R. Sakaguchi, and L. M. Collins. “Histograms of Oriented Gradients for Landmine Detection in Ground-Penetrating Radar Data.” IEEE Transactions on Geoscience and Remote Sensing, 2013.

Torrione, P., K. D. Morton, J. L. Gottfried, and L. M. Collins. “A new approach to elemental inference in LIBS: A statistical model for spectral analysis.” In Optics Infobase Conference Papers, 2013. https://doi.org/10.1364/aio.2013.atu1b.2.