Publications

Found 338 results
[ Type(Desc)] Year
Conference Paper
Y Yu, and LM Collins. "Adaptive Multi-Modality Processing for the Discrimination of Landmines." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 1316-1323. Vol. 5089. 2003.
D Kalika, LM Collins, CS Throckmorton, and BO Mainsah. "Adaptive stimulus selection in ERP-based brain-computer interfaces by maximizing expected discrimination gain." In 2017 Ieee International Conference on Systems, Man, and Cybernetics, Smc 2017, 1405-1410. Vol. 2017-January. 2017.
Y Zhang, CM Wang, and LM Collins. "Adaptive time delay estimation method with signal selectivity." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 1477-1480. Vol. 2. 2002.
D Reichman, JM Malof, and LM Collins. "Algorithm development for deeply buried threat detection in GPR data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 254-262. Vol. 5794. 2005.
P Torrione, and L Collins. "Application and extension of texture feature coding methods to anti-tank landmine detection." In Proceedings of the Symposium on the Application of Geophyics to Engineering and Environmental Problems, Sageep, 1211-1221. Vol. 2. 2005.
LK Shahidi, LM Collins, and BO Mainsah. "Application of a Graphical Model to Investigate the Utility of Cross-channel Information for Mitigating Reverberation in Cochlear Implants." In Proceedings of the ... International Conference on Machine Learning and Applications. International Conference on Machine Learning and Applications, 847-852. Vol. 2018. 2018.
GP Spell, LM Collins, and JM Malof. "APPLICATION OF COMPOSITIONAL NEURAL NETWORKS FOR ROBUST CLASSIFICATION OF INFRARED IMAGERY." In International Geoscience and Remote Sensing Symposium (Igarss), 2799-2802. Vol. 2021-July. 2021.
RT Sakaguchi, KD Morton, LM Collins, and PA Torrione. "Application of image categorization methods for buried threat detection in GPR data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 8709. 2013.
PA Torrione, and L Collins. "Application of Markov random fields to landmine discrimination in ground penetrating radar data." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 1127-1136. Vol. 5089. 2003.
KA Colwell, and LM Collins. "Attribute-driven transfer learning for detecting novel buried threats with ground-penetrating radar." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 9823. 2016.
KS Prabhudesai, BO Mainsah, LM Collins, and CS Throckmorton. "Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian Mixture Topics." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2451-2455. Vol. 2018-April. 2018.
KS Prabhudesai, LM Collins, and BO Mainsah. "Automated feature learning using deep convolutional auto-encoder neural network for clustering electroencephalograms into sleep stages." In International Ieee/Embs Conference on Neural Engineering, Ner, 937-940. Vol. 2019-March. 2019.
JM Malof, R Hou, LM Collins, K Bradbury, and R Newell. "Automatic solar photovoltaic panel detection in satellite imagery." In 2015 International Conference on Renewable Energy Research and Applications, Icrera 2015, 1428-1431. 2015.
KD Morton, and L Collins. "Bayesian detection of acoustic muzzle blasts." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 7305. 2009.
CR Ratto, KD Morton, LM Collins, and PA Torrione. "A Bayesian method for discriminative context-dependent fusion of GPR-based detection algorithms." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics, 25-35. Vol. 4038. 2000.
K Chu, L Collins, and B Mainsah. "A causal deep learning framework for classifying phonemes in cochlear implants." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 6498-6502. Vol. 2021-June. 2021.
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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. 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 Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 8357. 2012.

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