Publications

Found 272 results
Type [ Year(Asc)]
2011
CR Ratto, PA Torrione, and LM Collins. "Exploiting ground-penetrating radar phenomenology in a context-dependent framework for landmine detection and discrimination." IEEE Transactions on Geoscience and Remote Sensing 49, no. 5 (2011): 1689-1700.
PK Wang, KDM Jr, LM Collins, and PA Torrione. "Exploiting spectral content for image segmentation in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8017. 2011.
MP Kolba, WR Scott, and LM Collins. "A framework for information-based sensor management for the detection of static targets." IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans 41, no. 1 (2011): 105-120.
SL Tantum, KD Morton, LM Collins, and PA 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.
CR Ratto, KDM Jr, LM Collins, and PA Torrione. "A hidden Markov context model for GPR-based landmine detection incorporating stick-breaking priors." In International Geoscience and Remote Sensing Symposium (IGARSS), 874-877. 2011.
A Manandhar, KD Morton, LM Collins, and PA Torrione. "Multiple instance learning framework for landmine detection using ground penetrating radar." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8017. 2011.
CR Ratto, KDM Jr, LM Collins, and PA 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.
KDM Jr, PA 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.
KD Morton, PA Torrione, and LM Collins. "Variational bayesian learning for mixture autoregressive models with uncertain-order." IEEE Transactions on Signal Processing 59, no. 6 (2011): 2614-2627.
PA Torrione, KM Jr, and LM Collins. "The Viterbi algorithm as an approach for incorporating spatial information into air/ground interface inference in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8017. 2011.
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.

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