Publications

Found 261 results
Type [ Year(Asc)]
2010
CR Ratto, PA Torrione, and LM Collins. "Context-dependent feature selection using unsupervised contexts applied to GPR-based landmine detection." Proceedings of SPIE - The International Society for Optical Engineering 7664 (2010).
C Ratto, P Torrione, K Morton, and L Collins. "Context-dependent landmine detection with ground-penetrating radar using a hidden Markov context model." In International Geoscience and Remote Sensing Symposium (IGARSS), 4192-4195. 2010.
KDM Jr, P Torrione, and LM Collins. "Dirichlet process based context learning for mine detection in hyperspectral imagery." In 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010 - Workshop Program. 2010.
C Ratto, P Torrione, and L Collins. "Estimation of soil permittivity through autoregressive modeling of time-domain ground-penetrating radar data." In 2010 IEEE International Conference on Wireless Information Technology and Systems, ICWITS 2010. 2010.
MP Kolba, PA Torrione, and LM Collins. "Fusion of ground-penetrating radar and electromagnetic induction sensors for landmine detection and discrimination." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7664. 2010.
JJ Remus, and LM Collins. "Identifying channel-specific impairments in cochlear implant patients via partial least squares discriminant analysis of speech-token confusion matrices." In IEEE International Conference on Acoustics Speech and Signal Processing, 4746-4749. 2010.
MP Kolba, and LM Collins. "Information-based sensor management for the intelligent tasking of ground penetrating radar and electromagnetic induction sensors in landmine detection pre-screening." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7664. 2010.
GA Ybarra, LM Collins, LG Huettel, KD Coonley, HZ Massoud, JA Board, SA Cummer, RR Choudhury, MR Gustafson, NM Jokerst et al. "Integrated sensing and information processing theme-based redesign of the undergraduate electrical and computer engineering curriculum at Duke University." Advances in Engineering Education 2, no. 4 (2010).
DC Alvey, K Morton, RS Harmon, JL Gottfried, JJ Remus, LM Collins, and MA Wise. "Laser-induced breakdown spectroscopy-based geochemical fingerprinting for the rapid analysis and discrimination of minerals: The example of garnet." Applied Optics 49, no. 13 (2010): C168-C180.
KDM Jr, PA Torrione, and L Collins. "Nonparametric Bayesian time-series modeling and clustering of time-domain ground penetrating radar landmine responses." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7664. 2010.
JJ Remus, and LM Collins. "Phenomenolgical model inversion with fisher information metrics for unexploded ordnance detection." In International Geoscience and Remote Sensing Symposium (IGARSS), 691-694. 2010.
SL Tantum, PA Torrione, and LM Collins. "Sparse model representations of target signatures for improved landmine detection using frequency-domain electromagnetic induction sensors." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7664. 2010.
P Torrione, and L Collins. "Spatial latency reduction in GPR processing using stochastic sampling." In International Geoscience and Remote Sensing Symposium (IGARSS), 3354-3357. 2010.
2009
KDM Jr, and L Collins. "Bayesian detection of acoustic muzzle blasts." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7305. 2009.
CR Ratto, PA Torrione, and LM Collins. "Context-dependent feature selection for landmine detection with ground-penetrating radar." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7303. 2009.
P Torrione, KM Jr, C Lunsford, and L Collins. "A graphical user interface for real-time spectroscopy: Software architecture for data collection, feature extraction, model development, and real-time testing." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7303. 2009.
GA Ybarra, LM Collins, LG Huettel, HZ Massoud, JA Board, M Brooke, NM Jokerst, RR Choudhury, MR Gustafson, RM Willett et al. "Integrating sensing and information processing in an electrical and computer engineering undergraduate curriculum." In Proceedings - Frontiers in Education Conference, FIE. 2009.
JS Stohl, CS Throckmorton, and LM Collins. "Investigating the effects of stimulus duration and context on pitch perception by cochlear implant users." The Journal of the Acoustical Society of America 126, no. 1 (2009): 318-326.
RS Harmon, J Remus, NJ McMillan, C McManus, L Collins, JLG Jr, FC DeLucia, and AW Miziolek. "LIBS analysis of geomaterials: Geochemical fingerprinting for the rapid analysis and discrimination of minerals." Applied Geochemistry 24, no. 6 (2009): 1125-1141.
SL Tantum, Q Zhu, PA Torrione, and LM Collins. "Modeling position error probability density functions for statistical inversions using a Goff–Jordan rough surface model." Stochastic Environmental Research and Risk Assessment 23, no. 2 (2009): 155-167.
P Torrione, C Ratto, and LM Collins. "Multiple instance and context dependent learning in hyperspectral data." In WHISPERS '09 - 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. 2009.
K Bradbury, PA Torrione, and L Collins. "Realtime gaussian markov random field based ground tracking for ground penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7303. 2009.
MP Kolba, and LM Collins. "Sensor management using a new framework for observation modeling." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7303. 2009.
2008
MP Kolba, and LM Collins. "Analysis of an information-based sensor manager applicable to landmine detection." In International Geoscience and Remote Sensing Symposium (IGARSS), II521-II524. Vol. 2. 2008.
PA Torrione, and L Collins. "Application of Markov random fields to landmine discrimination in ground penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 6953. 2008.

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