Publications

Found 261 results
[ Type(Desc)] Year
Conference Paper
Y Yu, and LM Collins. "Adaptive Multi-Modality Processing for the Discrimination of Landmines." In Proceedings of SPIE - The International Society for Optical Engineering, 1316-1323. Vol. 5089. 2003.
Y Zhang, CM Wang, and LM Collins. "Adaptive time delay estimation method with signal selectivity." In IEEE International Conference on Acoustics Speech and Signal Processing, II/1477- II/1480. Vol. 2. 2002.
D Reichman, JM Malof, and LM Collins. "Algorithm development for deeply buried threat detection in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9823. 2016.
LM Collins, P Torrione, V Munshi, CS Throckmorton, Q Zhu, F Clodfelter, and S Frasier. "Algorithms for landmine detection using the NIITEK ground penetrating radar." In Proceedings of SPIE - The International Society for Optical Engineering, 709-718. Vol. 4742. 2002.
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.
B Whitecotton, T McManus, S Kuhn, Y Dalichaouch, L Carin, P Torrione, and L Collins. "Analysis of wideband EMI field data." In Proceedings of SPIE - The International Society for Optical Engineering, 254-262. Vol. 5794. 2005.
P Torrione, and L Collins. "Application and extension of texture feature coding methods to anti-tank landmine detection." In The Symposium on the Application of Geophysics to Engineering and Environmental Problems, 1211-1221. Vol. 2. 2005.
RT Sakaguchi, KDM Jr, LM Collins, and PA 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.
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.
PA Torrione, CS Throckmorton, L Collins, F Clodfelter, S Frasier, I Starnes, S Bishop, P Gugino, P Howard, R Weaver et al. "Application of matched subspace detectors to target detection and identification in ground penetrating radar data." In Proceedings of SPIE - The International Society for Optical Engineering, 1160-1171. Vol. 5794. 2005.
P Torrione, and L Collins. "Application of texture feature classification methods to landmine / clutter discrimination in off-lane GPR data." In International Geoscience and Remote Sensing Symposium (IGARSS), 1621-1624. Vol. 3. 2004.
P Torrione, L Collins, F Clodfelter, S Frasier, and I Starnes. "Application of the LMS Algorithm to Anomaly Detection Using the Wichmann/Niitek Ground Penetrating Radar." In Proceedings of SPIE - The International Society for Optical Engineering, 1127-1136. Vol. 5089. 2003.
KA Colwell, and LM Collins. "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.
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, MKD Jr, LM Collins, and PA 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.
P Gao, L Collins, and L Carin. "Bayesian optimal classification of metallic objects: A comparison of time-domain and frequency-domain EMI performance." In Proceedings of SPIE - The International Society for Optical Engineering, 25-35. Vol. 4038. 2000.
P Torrione, 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.
K Morton, 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.
L Collins. "Chemometrics and machine learning for spectral analysis." In Laser Applications to Chemical, Security and Environmental Analysis, LACSEA 2012. 2012.
KDM Jr, PA 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.
P Gao, L Collins, N Geng, and L Carin. "Classification of buried metal objects using wideband frequency-domain electromagnetic induction responses: a comparison of optimal and sub-optimal processors." In International Geoscience and Remote Sensing Symposium (IGARSS), 1819-1822. Vol. 3. 1999.
JA Camilo, JM Malof, PA Torrione, LM Collins, and KD Morton. "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.
JJ Remus, KD Morton, PA Torrione, SL Tantum, and LM Collins. "Comparison of a distance-based likelihood ratio test and k-nearest neighbor classification methods." In Proceedings of the 2008 IEEE Workshop on Machine Learning for Signal Processing, MLSP 2008, 362-367. 2008.
SL Tantum, Y Wei, VS Munshi, and LM Collins. "A comparison of algorithms for landmine detection and discrimination using ground penetrating radar." In Proceedings of SPIE - The International Society for Optical Engineering, 728-735. Vol. 4742. 2002.
B Nelson, D Schofield, and L Collins. "A comparison of neural networks and sub-space detectors for the discrimination of low-metal content landmines." In Proceedings of SPIE - The International Society for Optical Engineering, 1046-1053. Vol. 5089. 2003.

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