Publications

Found 261 results
[ Type(Desc)] Year
Conference Paper
Yu, Y, and Collins, LM. "Adaptive Multi-Modality Processing for the Discrimination of Landmines." In Proceedings of SPIE - The International Society for Optical Engineering, 1316-1323. Vol. 5089., 2003.
Zhang, Y, Wang, CM, and Collins, LM. "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.
Reichman, D, Malof, JM, and Collins, LM. "Algorithm development for deeply buried threat detection in GPR data." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 9823., 2016.
Collins, LM, Torrione, P, Munshi, V, Throckmorton, CS, Zhu, Q, Clodfelter, F, and Frasier, S. "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.
Kolba, MP, and Collins, LM. "Analysis of an information-based sensor manager applicable to landmine detection." In International Geoscience and Remote Sensing Symposium (IGARSS), II521-II524. Vol. 2., 2008.
Whitecotton, B, McManus, T, Kuhn, S, Dalichaouch, Y, Carin, L, Torrione, P, and Collins, L. "Analysis of wideband EMI field data." In Proceedings of SPIE - The International Society for Optical Engineering, 254-262. Vol. 5794., 2005.
Torrione, P, and Collins, L. "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.
Sakaguchi, RT, Jr, KDM, Collins, LM, and Torrione, PA. "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.
Torrione, PA, and Collins, L. "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.
Torrione, PA, Throckmorton, CS, Collins, L, Clodfelter, F, Frasier, S, Starnes, I, Bishop, S, Gugino, P, Howard, P, Weaver, R 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.
Torrione, P, and Collins, L. "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.
Torrione, P, Collins, L, Clodfelter, F, Frasier, S, and Starnes, I. "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.
Colwell, KA, and Collins, LM. "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.
Jr, KDM, and Collins, L. "Bayesian detection of acoustic muzzle blasts." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 7305., 2009.
Ratto, CR, Jr, MKD, Collins, LM, and Torrione, PA. "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.
Gao, P, Collins, L, and Carin, L. "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.
Torrione, P, Morton, K, Ratto, C, Gunter, M, and Collins, L. "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.
Morton, K, Ratto, C, Malof, J, Gunter, M, Collins, L, and Torrione, P. "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.
Collins, L. "Chemometrics and machine learning for spectral analysis." In Laser Applications to Chemical, Security and Environmental Analysis, LACSEA 2012., 2012.
Jr, KDM, Torrione, PA, and Collins, L. "Classification of acoustic gunshot signatures using a nonparametric Bayesian signal model." In Proceedings of SPIE - The International Society for Optical Engineering. Vol. 8019., 2011.
Gao, P, Collins, L, Geng, N, and Carin, L. "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.
Camilo, JA, Malof, JM, Torrione, PA, Collins, LM, and Morton, KD. "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.
Remus, JJ, Morton, KD, Torrione, PA, Tantum, SL, and Collins, LM. "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.
Tantum, SL, Wei, Y, Munshi, VS, and Collins, LM. "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.
Nelson, B, Schofield, D, and Collins, L. "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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