Leslie M. Collins

143 papers A* 5A 4B 3C 24Misc 12Journal 73Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract). AAAI Arnav Gupta, Albert Liu, Eliza Haines, Riyadh Alghamdi, Aniketh S. Kota, Leslie M. Collins, Boyla O. Mainsah
2026	J	`jnl`	Are deep learning models robust to partial object occlusion in visual recognition tasks? Pattern Recognit. Kaleb Kassaw, Francesco Luzi, Leslie M. Collins, Jordan M. Malof
2025	A*	`conf`	Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract). AAAI Rally Lin, Christina Mo, Reyan Shariff, Darrick Zhang, Abdullah Alumar, Kaleb Kassaw, Leslie M. Collins, Boyla O. Mainsah
2025	J	`jnl`	Ground tracking for improved landmine detection in a GPR system. CoRR Li Tang, Peter A. Torrione, Cihat Eldeniz, Leslie M. Collins
2025	A	`conf`	Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer. WACV Evelyn A. Stump, Francesco Luzi, Leslie M. Collins, Jordan M. Malof
2025	J	`jnl`	User Awareness and Perspectives Survey on Privacy, Security and Usability of Auditory Prostheses. CoRR Sohini Saha, Leslie M. Collins, Sherri L. Smith, Boyla O. Mainsah
2024	J	`jnl`	Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks? CoRR Kaleb Kassaw, Francesco Luzi, Leslie M. Collins, Jordan M. Malof
2024	A	`conf`	Segment anything, from space? WACV Simiao Ren, Francesco Luzi, Saad Lahrichi, Kaleb Kassaw, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2023	J	`jnl`	Deep Active Learning for Scientific Computing in the Wild. CoRR Simiao Ren, Yang Deng, Willie J. Padilla, Leslie M. Collins, Jordan M. Malof
2023	A*	`conf`	Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. AAAI Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof
2023	J	`jnl`	Segment anything, from space? CoRR Simiao Ren, Francesco Luzi, Saad Lahrichi, Kaleb Kassaw, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2023	A	`conf`	Transformers For Recognition In Overhead Imagery: A Reality Check. WACV Francesco Luzi, Aneesh Gupta, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2022	J	`jnl`	GridTracer: Automatic Mapping of Power Grids Using Deep Learning and Overhead Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Bohao Huang, Jichen Yang, Artem Streltsov, Kyle Bradbury, Leslie M. Collins, Jordan M. Malof
2022	B	`conf`	Language Model-Guided Classifier Adaptation for Brain-Computer Interfaces for Communication. SMC Xinlin J. Chen, Leslie M. Collins, Boyla O. Mainsah
2022	J	`jnl`	Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer. CoRR Evelyn A. Stump, Francesco Luzi, Leslie M. Collins, Jordan M. Malof
2022	J	`jnl`	Meta-simulation for the Automated Design of Synthetic Overhead Imagery. CoRR Handi Yu, Leslie M. Collins, Jordan M. Malof
2022	J	`jnl`	Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. CoRR Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof
2022	J	`jnl`	Transformers For Recognition In Overhead Imagery: A Reality Check. CoRR Francesco Luzi, Aneesh Gupta, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2021	Misc	`conf`	A Causal Deep Learning Framework for Classifying Phonemes in Cochlear Implants. ICASSP Kevin M. Chu, Leslie M. Collins, Boyla Mainsah
2021	C	`conf`	Application of Compositional Neural Networks for Robust Classification of Infrared Imagery. IGARSS Gregory P. Spell, Leslie M. Collins, Jordan M. Malof
2021	J	`jnl`	Assessing the intelligibility of vocoded speech using a remote testing framework. CoRR Kevin M. Chu, Leslie M. Collins, Boyla O. Mainsah
2021	—	`conf`	Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions. BHI Anish Karpurapu, Adam Krekorian, Ye Tian, Leslie M. Collins, Ravi Karra, Aaron D. Franklin, Boyla O. Mainsah
2021	J	`jnl`	Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions. CoRR Anish Karpurapu, Adam Krekorian, Ye Tian, Leslie M. Collins, Ravi Karra, Aaron D. Franklin, Boyla O. Mainsah
2021	J	`jnl`	GridTracer: Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery. CoRR Bohao Huang, Jichen Yang, Artem Streltsov, Kyle Bradbury, Leslie M. Collins, Jordan M. Malof
2021	J	`jnl`	Heart Sound Analysis in Individuals Supported With Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. Xinlin J. Chen, Emma T. LaPorte, Cameron Olsen, Leslie M. Collins, Priyesh A. Patel, Ravi Karra, Boyla O. Mainsah
2021	—	`conf`	Mitigating the Impact of Psychophysical Effects During Adaptive Stimulus Selection in the P300 Speller Brain-Computer Interface. EMBC Xinlin J. Chen, Leslie M. Collins, Boyla O. Mainsah
2021	J	`jnl`	Parameter Tuning of Time-Frequency Masking Algorithms for Reverberant Artifact Removal within the Cochlear Implant Stimulus. CoRR Lidea K. Shahidi, Leslie M. Collins, Boyla O. Mainsah
2021	J	`jnl`	Phoneme-Based Ratio Mask Estimation for Reverberant Speech Enhancement in Cochlear Implant Processors. CoRR Kevin M. Chu, Leslie M. Collins, Boyla O. Mainsah
2020	C	`conf`	Do Deep Learning Models Generalize to Overhead Imagery from Novel Geographic Domains? The xGD Benchmark Problem. IGARSS Bohao Huang, Kyle Bradbury, Leslie M. Collins, Jordan M. Malof
2020	—	`conf`	Heart Sound Analysis in Individuals Supported With Left Ventricular Assist Device: A First Look. CinC Xinlin J. Chen, Leslie M. Collins, Priyesh A. Patel, Ravi Karra, Boyla O. Mainsah
2020	C	`conf`	Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning. IGARSS Wei Hu, Ben Alexander, Wendell Cathcart, Atsushi Hu, Varun Nair, Lin Zuo, Jordan M. Malof, Leslie M. Collins, Kyle Bradbury
2020	Misc	`conf`	Using Automatic Speech Recognition and Speech Synthesis to Improve the Intelligibility of Cochlear Implant users in Reverberant Listening Environments. ICASSP Kevin M. Chu, Leslie M. Collins, Boyla Mainsah
2019	J	`jnl`	A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins
2019	C	`conf`	A simple rotational equivariance loss for generic convolutional segmentation networks: preliminary results. IGARSS Kangcheng Lin, Bohao Huang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2019	—	`conf`	Automated feature learning using deep convolutional auto-encoder neural network for clustering electroencephalograms into sleep stages. NER Kedar S. Prabhudesai, Leslie M. Collins, Boyla O. Mainsah
2019	C	`conf`	Training a single multi-class convolutional segmentation network using multiple datasets with heterogeneous labels: preliminary results. IGARSS Fanjie Kong, Cheng Chen, Bohao Huang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	J	`jnl`	A Large Comparison of Feature-Based Approaches for Buried Target Classification in Forward-Looking Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. Joseph A. Camilo, Leslie M. Collins, Jordan M. Malof
2018	J	`jnl`	A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. CoRR Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, Dominic K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins
2018	C	`conf`	Application of a Graphical Model to Investigate the Utility of Cross-Channel Information for Mitigating Reverberation in Cochlear Implants. ICMLA Lidea Shahidi, Leslie M. Collins, Boyla Mainsah
2018	J	`jnl`	Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery. CoRR Joseph A. Camilo, Rui Wang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	Misc	`conf`	Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian Mixture Topics. ICASSP Kedar S. Prabhudesai, Boyla O. Mainsah, Leslie M. Collins, Chandra S. Throckmorton
2018	C	`conf`	Deep Convolutional Segmentation of Remote Sensing Imagery: A Simple and Efficient Alternative to Stitching Output Labels. IGARSS Bohao Huang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	J	`jnl`	Dense labeling of large remote sensing imagery with convolutional neural networks: a simple and faster alternative to stitching output label maps. CoRR Bohao Huang, Daniel Reichman, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	A*	`conf`	Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces. NeurIPS Boyla Mainsah, Dmitry Kalika, Leslie M. Collins, Siyuan Liu, Chandra S. Throckmorton
2018	C	`conf`	Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. IGARSS Bohao Huang, Kangkang Lu, Nicolas Audebert, Andrew Khalel, Yuliya Tarabalka, Jordan M. Malof, Alexandre Boulch, Bertrand Le Saux, Leslie M. Collins, Kyle Bradbury, Sébastien Lefèvre, Motaz El-Saban
2018	A*	`conf`	Neurophysiology of Visual-Motor Learning During a Simulated Marksmanship Task in Immersive Virtual Reality. VR Jillian M. Clements, Regis Kopper, David J. Zielinski, Hrishikesh Rao, Marc A. Sommer, Elayna P. Kirsch, Boyla O. Mainsah, Leslie M. Collins, Lawrence G. Appelbaum
2018	J	`jnl`	On Choosing Training and Testing Data for Supervised Algorithms in Ground-Penetrating Radar Data for Buried Threat Detection. IEEE Trans. Geosci. Remote. Sens. Daniël Reichman, Leslie M. Collins, Jordan M. Malof
2018	C	`conf`	On The Extraction of Training Imagery from Very Large Remote Sensing Datasets for Deep Convolutional Segmenatation Networks. IGARSS Bohao Huang, Daniel Reichman, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	C	`conf`	Semisupervised Adversarial Discriminative Domain Adaptation, with Applicationto Remote Sensing Data. IGARSS Rui Wang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2018	J	`jnl`	gprHOG: Several Simple Improvements to the Histogram of Oriented Gradients Feature for Threat Detection in Ground-Penetrating Radar. CoRR Daniel Reichman, Leslie M. Collins, Jordan M. Malof
2017	J	`jnl`	A Comparison of Feature Representations for Explosive Threat Detection in Ground Penetrating Radar Data. IEEE Trans. Geosci. Remote. Sens. Rayn Sakaguchi, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione
2017	C	`conf`	A deep convolutional neural network, with pre-training, for solar photovoltaic array detection in aerial imagery. IGARSS Jordan M. Malof, Leslie M. Collins, Kyle Bradbury
2017	J	`jnl`	A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. CoRR Joseph A. Camilo, Leslie M. Collins, Jordan M. Malof
2017	Misc	`conf`	A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory. ICASSP B. O. Mainsah, Leslie M. Collins, Galen Reeves, Chandra S. Throckmorton
2017	J	`jnl`	Adaptive Stimulus Selection in ERP-Based Brain-Computer Interfaces by Maximizing Expected Discrimination Gain. CoRR Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla Mainsah
2017	B	`conf`	Adaptive stimulus selection in ERP-based brain-computer interfaces by maximizing expected discrimination gain. SMC Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla O. Mainsah
2017	C	`conf`	Estimating the electricity generation capacity of solar photovoltaic arrays using only color aerial imagery. IGARSS Brenda So, Cory Nezin, Vishnu Kaimal, Sam Keene, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2017	—	`conf`	The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection. AIPR Rui Wang, Joseph A. Camilo, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2017	—	`conf`	The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection. AIPR Rui Wang, Joseph A. Camilo, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2017	—	`conf`	Trading spatial resolution for improved accuracy in remote sensing imagery: an empirical study using synthetic data. AIPR Jordan M. Malof, Sravya Chelikani, Leslie M. Collins, Kyle Bradbury
2017	C	`conf`	Trading spatial resolution for improved accuracy when using detection algorithms on remote sensing imagery. IGARSS Shengxin Qian, Sravya Chelikani, Patrick Wang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof
2017	J	`jnl`	Viewpoint Adaptation for Rigid Object Detection. CoRR Patrick Wang, Kenneth Morton, Peter Torrione, Leslie M. Collins
2016	J	`jnl`	A Probabilistic Model for Designing Multimodality Landmine Detection Systems to Improve Rates of Advance. IEEE Trans. Geosci. Remote. Sens. Jordan M. Malof, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione
2016	J	`jnl`	Automatic Detection of Solar Photovoltaic Arrays in High Resolution Aerial Imagery. CoRR Jordan M. Malof, Kyle Bradbury, Leslie M. Collins, Richard G. Newell
2016	B	`conf`	Leveraging seed dictionaries to improve dictionary learning. ICIP Daniël Reichman, Jordan M. Malof, Leslie M. Collins
2016	J	`jnl`	On Choosing Training and Testing Data for Supervised Algorithms in Ground Penetrating Radar Data for Buried Threat Detection. CoRR Daniël Reichman, Leslie M. Collins, Jordan M. Malof
2016	—	`conf`	Predicting outcomes in glioblastoma patients using computerized analysis of tumor shape: preliminary data. Computer-Aided Diagnosis Maciej A. Mazurowski, Nicholas M. Czarnek, Leslie M. Collins, Katherine B. Peters, Kal Clark
2016	—	`conf`	Radiogenomics of glioblastoma: a pilot multi-institutional study to investigate a relationship between tumor shape features and tumor molecular subtype. Computer-Aided Diagnosis Nicholas M. Czarnek, Kal Clark, Katherine B. Peters, Leslie M. Collins, Maciej A. Mazurowski
2015	J	`jnl`	A Nonparametric Bayesian Approach to Multiple Instance Learning. Int. J. Pattern Recognit. Artif. Intell. Achut Manandhar, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione
2015	—	`ch.`	ALS Population Assessment of a Dynamic Stopping Algorithm Implementation for P300 Spellers. Brain-Computer Interface Research (4) Boyla Mainsah, Leslie M. Collins, K. Colwell, E. Sellers, D. Ryan, Kevin Caves, Chandra S. Throckmorton
2015	J	`jnl`	Financial fraud detection using vocal, linguistic and financial cues. Decis. Support Syst. Chandra S. Throckmorton, William J. Mayew, Mohan Venkatachalam, Leslie M. Collins
2015	J	`jnl`	Multiple-Instance Hidden Markov Model for GPR-Based Landmine Detection. IEEE Trans. Geosci. Remote. Sens. Achut Manandhar, Peter Torrione, Leslie M. Collins, Kenneth D. Morton
2015	—	`conf`	Performance comparison framework for energy disaggregation systems. SmartGridComm Nicholas Czarnek, Kenneth Morton, Leslie M. Collins, Richard G. Newell, Kyle Bradbury
2014	J	`jnl`	An Open Source Pattern Recognition Toolbox for MATLAB. CoRR Kenneth D. Morton, Peter Torrione, Leslie M. Collins, Sam Keene
2014	J	`jnl`	Bayesian Context-Dependent Learning for Anomaly Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Christopher R. Ratto, Kenneth D. Morton, Leslie M. Collins, Peter Torrione
2014	J	`jnl`	Histograms of Oriented Gradients for Landmine Detection in Ground-Penetrating Radar Data. IEEE Trans. Geosci. Remote. Sens. Peter Torrione, Kenneth D. Morton, Rayn Sakaguchi, Leslie M. Collins
2013	—	`conf`	Rapid tracking for autonomous driving with monocular video. ICCVE Patrick Wang, Peter Torrione, Leslie M. Collins, Kenneth Morton
2013	J	`jnl`	Target Classification and Identification Using Sparse Model Representations of Frequency-Domain Electromagnetic Induction Sensor Data. IEEE Trans. Geosci. Remote. Sens. Stacy L. Tantum, Waymond R. Scott, Kenneth Morton, Leslie M. Collins, Peter Torrione
2012	C	`conf`	Histogram of gradient features for buried threat detection in ground penetrating radar data. IGARSS Peter Torrione, Kenneth Morton, Rayn Sakaguchi, Leslie M. Collins
2011	J	`jnl`	A Framework for Information-Based Sensor Management for the Detection of Static Targets. IEEE Trans. Syst. Man Cybern. Part A Mark P. Kolba, Waymond R. Scott, Leslie M. Collins
2011	—	`conf`	A comparison of principal components and endmember-based contextual learning for hyperspectral anomaly classification. WHISPERS Christopher R. Ratto, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione
2011	C	`conf`	A hidden Markov context model for GPR-based landmine detection incorporating stick-breaking priors. IGARSS Christopher R. Ratto, Kenneth Morton, Leslie M. Collins, Peter Torrione
2011	J	`jnl`	Exploiting Ground-Penetrating Radar Phenomenology in a Context-Dependent Framework for Landmine Detection and Discrimination. IEEE Trans. Geosci. Remote. Sens. Christopher R. Ratto, Peter Torrione, Leslie M. Collins
2011	J	`jnl`	Variational Bayesian Learning for Mixture Autoregressive Models With Uncertain-Order. IEEE Trans. Signal Process. Kenneth Morton, Peter Torrione, Leslie M. Collins
2010	C	`conf`	Context-dependent landmine detection with ground-penetrating radar using a Hidden Markov Context Model. IGARSS Christopher R. Ratto, Peter Torrione, Kenneth Morton, Leslie M. Collins
2010	—	`conf`	Dirichlet process based context learning for mine detection in hyperspectral imagery. WHISPERS Kenneth D. Morton, Peter Torrione, Leslie M. Collins
2010	Misc	`conf`	Identifying channel-specific impairments in cochlear implant patients via partial least squares discriminant analysis of speech-token confusion matrices. ICASSP Jeremiah Remus, Leslie M. Collins
2010	C	`conf`	Phenomenolgical model inversion with Fisher information metrics for unexploded ordnance detection. IGARSS Jeremiah Remus, Leslie M. Collins
2010	C	`conf`	Spatial latency reduction in GPR processing using stochastic sampling. IGARSS Peter Torrione, Leslie M. Collins
2009	—	`conf`	Multiple instance and context dependent learning in hyperspectral data. WHISPERS Peter Torrione, Christopher R. Ratto, Leslie M. Collins
2008	—	`conf`	Analysis of an Information-Based Sensor Manager Applicable to Landmine Detection. IGARSS (2) Mark P. Kolba, Leslie M. Collins
2008	J	`jnl`	Bayesian Mitigation of Sensor Position Errors to Improve Unexploded Ordnance Detection. IEEE Geosci. Remote. Sens. Lett. Stacy L. Tantum, Yongli Yu, Leslie M. Collins
2008	—	`conf`	Matching Pursuits Decomposition for Discrimination of Unexploded Ordnance: Isolated and Overlapping Signatures. IGARSS (2) Jeremiah Remus, Leslie M. Collins
2008	—	`conf`	Statistical Models for Landmine Detection in Ground Penetrating Radar: Applications to Synthetic Data Generation and Pre-Screening. IGARSS (2) Peter Torrione, Leslie M. Collins
2007	J	`jnl`	Decision Fusion of Ground-Penetrating Radar and Metal Detector Algorithms - A Robust Approach. IEEE Trans. Geosci. Remote. Sens. Yuwei Liao, Loren W. Nolte, Leslie M. Collins
2007	J	`jnl`	Expediting the Identification of Impaired Channels in Cochlear Implants Via Analysis of Speech-Based Confusion Matrices. IEEE Trans. Biomed. Eng. Jeremiah Remus, Chandra S. Throckmorton, Leslie M. Collins
2007	J	`jnl`	Fundamentals of ECE: A Rigorous, Integrated Introduction to Electrical and Computer Engineering. IEEE Trans. Educ. Lisa G. Huettel, April S. Brown, Kip D. Coonley, Michael R. Gustafson, Jungsang Kim, Gary Ybarra, Leslie M. Collins
2007	—	`conf`	Identifying Impaired Cochlear Implant Channels via Speech-Token Confusion Matrix Analysis. ICASSP (4) Jeremiah Remus, Leslie M. Collins
2007	J	`jnl`	Information-Based Sensor Management in the Presence of Uncertainty. IEEE Trans. Signal Process. Mark P. Kolba, Leslie M. Collins
2007	J	`jnl`	Predictions of Psychophysical Measurements for Sinusoidal Amplitude Modulated (SAM) Pulse-Train Stimuli From a Stochastic Model. IEEE Trans. Biomed. Eng. Yifang Xu, Leslie M. Collins
2007	J	`jnl`	Texture Features for Antitank Landmine Detection Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. Peter Torrione, Leslie M. Collins
2006	C	`conf`	Ground Response Tracking for Improved Landmine Detection in Ground Penetrating Radar Data. IGARSS Peter Torrione, Leslie M. Collins
2006	J	`jnl`	Two-dimensional and three-dimensional NUFFT migration method for landmine detection using ground-penetrating Radar. IEEE Trans. Geosci. Remote. Sens. Jiayu Song, Qing Huo Liu, Peter Torrione, Leslie M. Collins
2005	J	`jnl`	Application of feature extraction methods for landmine detection using the Wichmann/Niitek ground-penetrating radar. IEEE Trans. Geosci. Remote. Sens. Quan Zhu, Leslie M. Collins
2005	J	`jnl`	Kalman filtering for enhanced landmine detection using quadrupole resonance. IEEE Trans. Geosci. Remote. Sens. Yingyi Tan, Stacy L. Tantum, Leslie M. Collins
2005	J	`jnl`	Predicting dynamic range and intensity discrimination for electrical pulse-train stimuli using a stochastic auditory nerve model: the effects of stimulus noise. IEEE Trans. Biomed. Eng. Yifang Xu, Leslie M. Collins
2005	J	`jnl`	The Effects of Noise on Speech Recognition in Cochlear Implant Subjects: Predictions and Analysis Using Acoustic Models. EURASIP J. Adv. Signal Process. Jeremiah Remus, Leslie M. Collins
2004	J	`jnl`	A theoretical analysis of normal- and impaired-hearing intensity discrimination. IEEE Trans. Speech Audio Process. Lisa G. Huettel, Leslie M. Collins
2004	C	`conf`	Application of texture feature classification methods to landmine/clutter discrimination in off-lane GPR data. IGARSS Peter Torrione, Leslie M. Collins
2004	J	`jnl`	Cramer-Rao lower bound for estimating quadrupole resonance signals in non-Gaussian noise. IEEE Signal Process. Lett. Yingyi Tan, Stacy L. Tantum, Leslie M. Collins
2004	J	`jnl`	Discrimination mode processing for EMI and GPR sensors for hand-held land mine detection. IEEE Trans. Geosci. Remote. Sens. Dominic K. C. Ho, Leslie M. Collins, Lisa G. Huettel, Paul D. Gader
2004	J	`jnl`	EMI-based classification of multiple closely spaced subsurface objects via independent component analysis. IEEE Trans. Geosci. Remote. Sens. Wei Hu, Stacy L. Tantum, Leslie M. Collins
2004	J	`jnl`	Predicting auditory tone-in-noise detection performance: the effects of neural variability. IEEE Trans. Biomed. Eng. Lisa G. Huettel, Leslie M. Collins
2004	J	`jnl`	Predicting the threshold of pulse-train electrical stimuli using a stochastic auditory nerve model: the effects of stimulus noise. IEEE Trans. Biomed. Eng. Yifang Xu, Leslie M. Collins
2004	—	`conf`	Theoretical prediction of dynamic range and intensity discrimination for electrical noise-modulated pulse-train stimuli. ICASSP (4) Yifang Xu, Leslie M. Collins
2004	—	`conf`	Vowel and consonant confusion in noise by cochlear implant subjects: predicting performance using signal processing techniques. ICASSP (4) Jeremiah Remus, Leslie M. Collins
2003	J	`jnl`	A theoretical comparison of information transmission in the peripheral auditory system: Normal and impaired frequency discrimination. Speech Commun. Lisa G. Huettel, Leslie M. Collins
2003	J	`jnl`	Performance bounds and a parameter transformation for decay rate estimation. IEEE Trans. Geosci. Remote. Sens. Stacy L. Tantum, Leslie M. Collins
2003	J	`jnl`	Predicting the threshold of single-pulse electrical stimuli using a stochastic auditory nerve model: the effects of noise. IEEE Trans. Biomed. Eng. Yifang Xu, Leslie M. Collins
2003	J	`jnl`	Sensing of unexploded ordnance with magnetometer and induction data: theory and signal processing. IEEE Trans. Geosci. Remote. Sens. Yan Zhang, Leslie M. Collins, Haitao Yu, Carl E. Baum, Lawrence Carin
2003	J	`jnl`	Unexploded ordnance detection using Bayesian physics-based data fusion. Integr. Comput. Aided Eng. Yan Zhang, Leslie M. Collins, Lawrence Carin
2002	C	`conf`	A parameter transformation and Crame'r-Rao bounds for estimating decay rates from exponential signals. IGARSS Stacy L. Tantum, Leslie M. Collins
2002	J	`jnl`	A statistical approach to landmine detection using broadband electromagnetic induction data. IEEE Trans. Geosci. Remote. Sens. Leslie M. Collins, Ping Gao, Deborah Schofield, John P. Moulton, Lawrence C. Makowsky, Denis M. Reidy, Richard C. Weaver
2002	Misc	`conf`	A theoretical analysis of the effects of auditory impairment on intensity discrimination. ICASSP Lisa G. Huettel, Leslie M. Collins
2002	Misc	`conf`	Adaptive time delay estimation method with signal selectivity. ICASSP Yan Zhang, Chun-mei Wang, Leslie M. Collins
2002	C	`conf`	Landmine detection with nuclear quadrupole resonance. IGARSS Yingyi Tan, Stacy L. Tantum, Leslie M. Collins
2002	A	`conf`	Model-based predictions of intensity discrimination for normal- and impaired-hearing listeners. INTERSPEECH Lisa G. Huettel, Leslie M. Collins
2002	C	`conf`	Model-based statistical sensor fusion for unexploded ordnance detection. IGARSS Leslie M. Collins, Yizhe Zhang, Lawrence Carin
2002	Misc	`conf`	Threshold prediction for noise-modulated electrical stimuli using a stochastic auditory nerve model: Implications for cochlear implants. ICASSP Yifang Xu, Leslie M. Collins
2001	J	`jnl`	A comparison of algorithms for subsurface target detection and identification using time-domain electromagnetic induction data. IEEE Trans. Geosci. Remote. Sens. Stacy L. Tantum, Leslie M. Collins
2001	J	`jnl`	A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection. IEEE Trans. Fuzzy Syst. Leslie M. Collins, Yan Zhang, Jing Li, Hua Wang, Lawrence Carin, Sean J. Hart, Susan L. Rose-Pehrsson, Herbert H. Nelson, James R. McDonald
2001	Misc	`conf`	A theoretical study of information transmission in the auditory system using signal detection theory: frequency discrimination by normal and impaired systems. ICASSP Lisa G. Huettel, Leslie M. Collins
2000	J	`jnl`	A theoretical performance analysis and simulation of time-domain EMI sensor data for land mine detection. IEEE Trans. Geosci. Remote. Sens. Ping Gao, Leslie M. Collins
2000	J	`jnl`	A two-dimensional generalized likelihood ratio test for land mine and small unexploded ordnance detection. Signal Process. Ping Gao, Leslie M. Collins
2000	J	`jnl`	Classification of landmine-like metal targets using wideband electromagnetic induction. IEEE Trans. Geosci. Remote. Sens. Ping Gao, Leslie M. Collins, Philip M. Garber, Norbert Geng, Lawrence Carin
1999	J	`jnl`	A comparison of optimal and suboptimal processors for classification of buried metal objects. IEEE Signal Process. Lett. Ping Gao, Leslie M. Collins
1999	Misc	`conf`	A comparison using signal detection theory of the ability of two computational auditory models to predict experimental data. ICASSP Lisa C. Gresham, Leslie M. Collins
1999	J	`jnl`	An improved Bayesian decision theoretic approach for land mine detection. IEEE Trans. Geosci. Remote. Sens. Leslie M. Collins, Ping Gao, Lawrence Carin
1999	Misc	`conf`	Classification of landmine-like metal targets using wideband electromagnetic induction. ICASSP Ping Gao, Leslie M. Collins, Norbert Geng, Lawrence Carin, Dean A. Keiswetter, I. J. Won
1999	J	`jnl`	Using computational auditory models to predict simultaneous masking data: model comparison. IEEE Trans. Biomed. Eng. Lisa G. Huettel, Leslie M. Collins
1997	C	`conf`	Sensor Fusion for Mine Detection with the RNN. ICANN Erol Gelenbe, Taskin Koçak, Leslie M. Collins
1995	Misc	`conf`	Multiresolution target detection in SAR imagery. ICASSP Nikola S. Subotic, Leslie M. Collins, John D. Gorman, Brian J. Thelen
1994	—	`conf`	Multiresolution Detection of Coherent Radar Targets. ICIP (1) John D. Gorman, Nikola S. Subotic, Brian J. Thelen, Leslie M. Collins