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Leslie M. Collins
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- affiliation: Duke University, Durham, NC, USA
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2020 – today
- 2024
- [c66]Simiao Ren, Francesco Luzi, Saad Lahrichi, Kaleb Kassaw, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof:
Segment anything, from space? WACV 2024: 8340-8350 - 2023
- [c65]Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof:
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. AAAI 2023: 9874-9881 - [c64]Francesco Luzi, Aneesh Gupta, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Transformers For Recognition In Overhead Imagery: A Reality Check. WACV 2023: 3767-3776 - [i21]Simiao Ren, Yang Deng, Willie J. Padilla, Leslie M. Collins, Jordan M. Malof:
Deep Active Learning for Scientific Computing in the Wild. CoRR abs/2302.00098 (2023) - [i20]Simiao Ren, Francesco Luzi, Saad Lahrichi, Kaleb Kassaw, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Segment anything, from space? CoRR abs/2304.13000 (2023) - 2022
- [j48]Bohao Huang
, Jichen Yang
, Artem Streltsov, Kyle Bradbury
, Leslie M. Collins, Jordan M. Malof
:
GridTracer: Automatic Mapping of Power Grids Using Deep Learning and Overhead Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4956-4970 (2022) - [c63]Xinlin J. Chen
, Leslie M. Collins, Boyla O. Mainsah:
Language Model-Guided Classifier Adaptation for Brain-Computer Interfaces for Communication. SMC 2022: 1642-1647 - [i19]Handi Yu, Leslie M. Collins, Jordan M. Malof:
Meta-simulation for the Automated Design of Synthetic Overhead Imagery. CoRR abs/2209.08685 (2022) - [i18]Francesco Luzi, Aneesh Gupta, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Transformers For Recognition In Overhead Imagery: A Reality Check. CoRR abs/2210.12599 (2022) - [i17]Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof:
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling. CoRR abs/2211.14366 (2022) - [i16]Evelyn A. Stump, Francesco Luzi, Leslie M. Collins, Jordan M. Malof:
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer. CoRR abs/2212.12824 (2022) - 2021
- [j47]Xinlin J. Chen
, Emma T. LaPorte, Cameron Olsen, Leslie M. Collins
, Priyesh A. Patel, Ravi Karra
, Boyla O. Mainsah
:
Heart Sound Analysis in Individuals Supported With Left Ventricular Assist Devices. IEEE Trans. Biomed. Eng. 68(10): 3009-3018 (2021) - [c62]Anish Karpurapu, Adam Krekorian, Ye Tian, Leslie M. Collins, Ravi Karra, Aaron D. Franklin, Boyla O. Mainsah:
Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions. BHI 2021: 1-4 - [c61]Xinlin J. Chen
, Leslie M. Collins, Boyla O. Mainsah:
Mitigating the Impact of Psychophysical Effects During Adaptive Stimulus Selection in the P300 Speller Brain-Computer Interface. EMBC 2021: 5796-5799 - [c60]Kevin M. Chu, Leslie M. Collins, Boyla Mainsah:
A Causal Deep Learning Framework for Classifying Phonemes in Cochlear Implants. ICASSP 2021: 6498-6502 - [c59]Gregory P. Spell, Leslie M. Collins, Jordan M. Malof:
Application of Compositional Neural Networks for Robust Classification of Infrared Imagery. IGARSS 2021: 2799-2802 - [i15]Bohao Huang, Jichen Yang, Artem Streltsov, Kyle Bradbury, Leslie M. Collins, Jordan M. Malof:
GridTracer: Automatic Mapping of Power Grids using Deep Learning and Overhead Imagery. CoRR abs/2101.06390 (2021) - [i14]Anish Karpurapu, Adam Krekorian, Ye Tian, Leslie M. Collins, Ravi Karra, Aaron D. Franklin, Boyla O. Mainsah:
Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions. CoRR abs/2105.02625 (2021) - [i13]Kevin M. Chu, Leslie M. Collins, Boyla O. Mainsah:
Assessing the intelligibility of vocoded speech using a remote testing framework. CoRR abs/2105.14120 (2021) - [i12]Kevin M. Chu, Leslie M. Collins, Boyla O. Mainsah:
Phoneme-Based Ratio Mask Estimation for Reverberant Speech Enhancement in Cochlear Implant Processors. CoRR abs/2105.14135 (2021) - [i11]Lidea K. Shahidi, Leslie M. Collins, Boyla O. Mainsah:
Parameter Tuning of Time-Frequency Masking Algorithms for Reverberant Artifact Removal within the Cochlear Implant Stimulus. CoRR abs/2108.05929 (2021) - 2020
- [c58]Xinlin J. Chen
, Leslie M. Collins, Priyesh A. Patel, Ravi Karra, Boyla O. Mainsah:
Heart Sound Analysis in Individuals Supported With Left Ventricular Assist Device: A First Look. CinC 2020: 1-4 - [c57]Kevin M. Chu, Leslie M. Collins, Boyla Mainsah:
Using Automatic Speech Recognition and Speech Synthesis to Improve the Intelligibility of Cochlear Implant users in Reverberant Listening Environments. ICASSP 2020: 6929-6933 - [c56]Bohao Huang, Kyle Bradbury
, Leslie M. Collins, Jordan M. Malof:
Do Deep Learning Models Generalize to Overhead Imagery from Novel Geographic Domains? The xGD Benchmark Problem. IGARSS 2020: 1476-1479 - [c55]Wei Hu
, Ben Alexander, Wendell Cathcart, Atsushi Hu, Varun Nair, Lin Zuo, Jordan M. Malof, Leslie M. Collins, Kyle Bradbury
:
Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning. IGARSS 2020: 2229-2232
2010 – 2019
- 2019
- [j46]Jordan M. Malof
, Daniël Reichman, Andrew Karem, Hichem Frigui, K. C. Ho
, Joseph N. Wilson
, Wen-Hsiung Lee, William Cummings, Leslie M. Collins:
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 57(9): 6929-6945 (2019) - [c54]Kangcheng Lin, Bohao Huang, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
A simple rotational equivariance loss for generic convolutional segmentation networks: preliminary results. IGARSS 2019: 3876-3879 - [c53]Fanjie Kong, Cheng Chen, Bohao Huang, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Training a single multi-class convolutional segmentation network using multiple datasets with heterogeneous labels: preliminary results. IGARSS 2019: 3903-3906 - [c52]Kedar S. Prabhudesai, Leslie M. Collins, Boyla O. Mainsah:
Automated feature learning using deep convolutional auto-encoder neural network for clustering electroencephalograms into sleep stages. NER 2019: 937-940 - 2018
- [j45]Daniël Reichman
, Leslie M. Collins, Jordan M. Malof:
On Choosing Training and Testing Data for Supervised Algorithms in Ground-Penetrating Radar Data for Buried Threat Detection. IEEE Trans. Geosci. Remote. Sens. 56(1): 497-507 (2018) - [j44]Joseph A. Camilo
, Leslie M. Collins, Jordan M. Malof:
A Large Comparison of Feature-Based Approaches for Buried Target Classification in Forward-Looking Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 56(1): 547-558 (2018) - [c51]Kedar S. Prabhudesai, Boyla O. Mainsah, Leslie M. Collins, Chandra S. Throckmorton:
Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian Mixture Topics. ICASSP 2018: 2451-2455 - [c50]Lidea Shahidi, Leslie M. Collins, Boyla Mainsah:
Application of a Graphical Model to Investigate the Utility of Cross-Channel Information for Mitigating Reverberation in Cochlear Implants. ICMLA 2018: 847-852 - [c49]Rui Wang, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Semisupervised Adversarial Discriminative Domain Adaptation, with Applicationto Remote Sensing Data. IGARSS 2018: 3611-3614 - [c48]Bohao Huang, Daniel Reichman, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
On The Extraction of Training Imagery from Very Large Remote Sensing Datasets for Deep Convolutional Segmenatation Networks. IGARSS 2018: 6895-6898 - [c47]Bohao Huang, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Deep Convolutional Segmentation of Remote Sensing Imagery: A Simple and Efficient Alternative to Stitching Output Labels. IGARSS 2018: 6899-6902 - [c46]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:
Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark. IGARSS 2018: 6947-6950 - [c45]Boyla Mainsah, Dmitry Kalika, Leslie M. Collins, Siyuan Liu, Chandra S. Throckmorton:
Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces. NeurIPS 2018: 4825-4835 - [c44]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
:
Neurophysiology of Visual-Motor Learning During a Simulated Marksmanship Task in Immersive Virtual Reality. VR 2018: 451-458 - [i10]Joseph A. Camilo, Rui Wang, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof:
Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery. CoRR abs/1801.04018 (2018) - [i9]Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, Dominic K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins:
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. CoRR abs/1803.03729 (2018) - [i8]Bohao Huang, Daniel Reichman, Leslie M. Collins, Kyle Bradbury, Jordan M. Malof:
Dense labeling of large remote sensing imagery with convolutional neural networks: a simple and faster alternative to stitching output label maps. CoRR abs/1805.12219 (2018) - [i7]Daniel Reichman, Leslie M. Collins, Jordan M. Malof:
gprHOG: Several Simple Improvements to the Histogram of Oriented Gradients Feature for Threat Detection in Ground-Penetrating Radar. CoRR abs/1806.01349 (2018) - 2017
- [j43]Rayn Sakaguchi
, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione:
A Comparison of Feature Representations for Explosive Threat Detection in Ground Penetrating Radar Data. IEEE Trans. Geosci. Remote. Sens. 55(12): 6736-6745 (2017) - [c43]Jordan M. Malof, Sravya Chelikani, Leslie M. Collins, Kyle Bradbury
:
Trading spatial resolution for improved accuracy in remote sensing imagery: an empirical study using synthetic data. AIPR 2017: 1-7 - [c42]Rui Wang, Joseph A. Camilo, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection. AIPR 2017: 1-8 - [c41]Rui Wang, Joseph A. Camilo, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
The poor generalization of deep convolutional networks to aerial imagery from new geographic locations: an empirical study with solar array detection. AIPR 2017: 1-8 - [c40]B. O. Mainsah, Leslie M. Collins, Galen Reeves, Chandra S. Throckmorton:
A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory. ICASSP 2017: 3026-3030 - [c39]Jordan M. Malof, Leslie M. Collins, Kyle Bradbury
:
A deep convolutional neural network, with pre-training, for solar photovoltaic array detection in aerial imagery. IGARSS 2017: 874-877 - [c38]Brenda So, Cory Nezin, Vishnu Kaimal, Sam Keene, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Estimating the electricity generation capacity of solar photovoltaic arrays using only color aerial imagery. IGARSS 2017: 1603-1606 - [c37]Shengxin Qian, Sravya Chelikani, Patrick Wang, Leslie M. Collins, Kyle Bradbury
, Jordan M. Malof:
Trading spatial resolution for improved accuracy when using detection algorithms on remote sensing imagery. IGARSS 2017: 3716-3719 - [c36]Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla O. Mainsah:
Adaptive stimulus selection in ERP-based brain-computer interfaces by maximizing expected discrimination gain. SMC 2017: 1405-1410 - [i6]Joseph A. Camilo, Leslie M. Collins, Jordan M. Malof:
A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar. CoRR abs/1702.03000 (2017) - [i5]Patrick Wang, Kenneth Morton, Peter Torrione, Leslie M. Collins:
Viewpoint Adaptation for Rigid Object Detection. CoRR abs/1702.07451 (2017) - [i4]Dmitry Kalika, Leslie M. Collins, Chandra S. Throckmorton, Boyla Mainsah:
Adaptive Stimulus Selection in ERP-Based Brain-Computer Interfaces by Maximizing Expected Discrimination Gain. CoRR abs/1707.00375 (2017) - 2016
- [j42]Jordan M. Malof
, Kenneth D. Morton
, Leslie M. Collins, Peter A. Torrione:
A Probabilistic Model for Designing Multimodality Landmine Detection Systems to Improve Rates of Advance. IEEE Trans. Geosci. Remote. Sens. 54(9): 5258-5270 (2016) - [c35]Daniël Reichman, Jordan M. Malof, Leslie M. Collins:
Leveraging seed dictionaries to improve dictionary learning. ICIP 2016: 3723-3727 - [c34]Nicholas M. Czarnek
, Kal Clark, Katherine B. Peters, Leslie M. Collins, Maciej A. Mazurowski:
Radiogenomics of glioblastoma: a pilot multi-institutional study to investigate a relationship between tumor shape features and tumor molecular subtype. Medical Imaging: Computer-Aided Diagnosis 2016: 97850V - [c33]Maciej A. Mazurowski, Nicholas M. Czarnek
, Leslie M. Collins, Katherine B. Peters, Kal Clark:
Predicting outcomes in glioblastoma patients using computerized analysis of tumor shape: preliminary data. Medical Imaging: Computer-Aided Diagnosis 2016: 97852T - [i3]Jordan M. Malof, Kyle Bradbury, Leslie M. Collins, Richard G. Newell:
Automatic Detection of Solar Photovoltaic Arrays in High Resolution Aerial Imagery. CoRR abs/1607.06029 (2016) - [i2]Daniël Reichman, Leslie M. Collins, Jordan M. Malof:
On Choosing Training and Testing Data for Supervised Algorithms in Ground Penetrating Radar Data for Buried Threat Detection. CoRR abs/1612.03477 (2016) - 2015
- [j41]Chandra S. Throckmorton, William J. Mayew
, Mohan Venkatachalam, Leslie M. Collins:
Financial fraud detection using vocal, linguistic and financial cues. Decis. Support Syst. 74: 78-87 (2015) - [j40]Achut Manandhar, Kenneth D. Morton
, Leslie M. Collins, Peter A. Torrione:
A Nonparametric Bayesian Approach to Multiple Instance Learning. Int. J. Pattern Recognit. Artif. Intell. 29(3): 1551001:1-1551001:25 (2015) - [j39]Achut Manandhar, Peter Torrione, Leslie M. Collins, Kenneth D. Morton:
Multiple-Instance Hidden Markov Model for GPR-Based Landmine Detection. IEEE Trans. Geosci. Remote. Sens. 53(4): 1737-1745 (2015) - [c32]Nicholas Czarnek
, Kenneth Morton
, Leslie M. Collins, Richard G. Newell
, Kyle Bradbury
:
Performance comparison framework for energy disaggregation systems. SmartGridComm 2015: 446-452 - [p1]Boyla Mainsah, Leslie M. Collins, K. Colwell, E. Sellers, D. Ryan, Kevin Caves, Chandra S. Throckmorton:
ALS Population Assessment of a Dynamic Stopping Algorithm Implementation for P300 Spellers. Brain-Computer Interface Research (4) 2015: 79-87 - 2014
- [j38]Peter Torrione, Kenneth D. Morton
, Rayn Sakaguchi, Leslie M. Collins:
Histograms of Oriented Gradients for Landmine Detection in Ground-Penetrating Radar Data. IEEE Trans. Geosci. Remote. Sens. 52(3): 1539-1550 (2014) - [j37]Christopher R. Ratto, Kenneth D. Morton
, Leslie M. Collins, Peter Torrione:
Bayesian Context-Dependent Learning for Anomaly Classification in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 52(4): 1969-1981 (2014) - [i1]Kenneth D. Morton, Peter Torrione, Leslie M. Collins, Sam Keene:
An Open Source Pattern Recognition Toolbox for MATLAB. CoRR abs/1406.5565 (2014) - 2013
- [j36]Stacy L. Tantum, Waymond R. Scott, Kenneth Morton
, Leslie M. Collins, Peter Torrione:
Target Classification and Identification Using Sparse Model Representations of Frequency-Domain Electromagnetic Induction Sensor Data. IEEE Trans. Geosci. Remote. Sens. 51(5-1): 2689-2706 (2013) - [c31]Patrick Wang, Peter Torrione, Leslie M. Collins, Kenneth Morton:
Rapid tracking for autonomous driving with monocular video. ICCVE 2013: 133-138 - 2012
- [c30]Peter Torrione, Kenneth Morton
, Rayn Sakaguchi, Leslie M. Collins:
Histogram of gradient features for buried threat detection in ground penetrating radar data. IGARSS 2012: 3182-3185 - 2011
- [j35]Christopher R. Ratto, Peter Torrione, Leslie M. Collins:
Exploiting Ground-Penetrating Radar Phenomenology in a Context-Dependent Framework for Landmine Detection and Discrimination. IEEE Trans. Geosci. Remote. Sens. 49(5): 1689-1700 (2011) - [j34]Mark P. Kolba, Waymond R. Scott, Leslie M. Collins:
A Framework for Information-Based Sensor Management for the Detection of Static Targets. IEEE Trans. Syst. Man Cybern. Part A 41(1): 105-120 (2011) - [j33]Kenneth Morton
, Peter Torrione, Leslie M. Collins:
Variational Bayesian Learning for Mixture Autoregressive Models With Uncertain-Order. IEEE Trans. Signal Process. 59(6): 2614-2627 (2011) - [c29]Christopher R. Ratto, Kenneth Morton, Leslie M. Collins, Peter Torrione:
A hidden Markov context model for GPR-based landmine detection incorporating stick-breaking priors. IGARSS 2011: 874-877 - [c28]Christopher R. Ratto, Kenneth D. Morton, Leslie M. Collins, Peter A. Torrione:
A comparison of principal components and endmember-based contextual learning for hyperspectral anomaly classification. WHISPERS 2011: 1-4 - 2010
- [c27]Jeremiah Remus, Leslie M. Collins:
Identifying channel-specific impairments in cochlear implant patients via partial least squares discriminant analysis of speech-token confusion matrices. ICASSP 2010: 4746-4749 - [c26]Jeremiah Remus, Leslie M. Collins:
Phenomenolgical model inversion with Fisher information metrics for unexploded ordnance detection. IGARSS 2010: 691-694 - [c25]Peter Torrione, Leslie M. Collins:
Spatial latency reduction in GPR processing using stochastic sampling. IGARSS 2010: 3354-3357 - [c24]Christopher R. Ratto, Peter Torrione, Kenneth Morton, Leslie M. Collins:
Context-dependent landmine detection with ground-penetrating radar using a Hidden Markov Context Model. IGARSS 2010: 4192-4195 - [c23]Kenneth D. Morton, Peter Torrione, Leslie M. Collins:
Dirichlet process based context learning for mine detection in hyperspectral imagery. WHISPERS 2010: 1-4
2000 – 2009
- 2009
- [c22]Peter Torrione, Christopher R. Ratto, Leslie M. Collins:
Multiple instance and context dependent learning in hyperspectral data. WHISPERS 2009: 1-4 - 2008
- [j32]Stacy L. Tantum, Yongli Yu, Leslie M. Collins:
Bayesian Mitigation of Sensor Position Errors to Improve Unexploded Ordnance Detection. IEEE Geosci. Remote. Sens. Lett. 5(1): 103-107 (2008) - [c21]Jeremiah Remus, Leslie M. Collins:
Matching Pursuits Decomposition for Discrimination of Unexploded Ordnance: Isolated and Overlapping Signatures. IGARSS (2) 2008: 21-24 - [c20]Peter Torrione, Leslie M. Collins:
Statistical Models for Landmine Detection in Ground Penetrating Radar: Applications to Synthetic Data Generation and Pre-Screening. IGARSS (2) 2008: 367-370 - [c19]Mark P. Kolba, Leslie M. Collins:
Analysis of an Information-Based Sensor Manager Applicable to Landmine Detection. IGARSS (2) 2008: 521-524 - 2007
- [j31]Yifang Xu, Leslie M. Collins:
Predictions of Psychophysical Measurements for Sinusoidal Amplitude Modulated (SAM) Pulse-Train Stimuli From a Stochastic Model. IEEE Trans. Biomed. Eng. 54(8): 1389-1398 (2007) - [j30]Jeremiah Remus, Chandra S. Throckmorton, Leslie M. Collins:
Expediting the Identification of Impaired Channels in Cochlear Implants Via Analysis of Speech-Based Confusion Matrices. IEEE Trans. Biomed. Eng. 54(12): 2193-2204 (2007) - [j29]Lisa G. Huettel, April S. Brown, Kip D. Coonley, Michael R. Gustafson, Jungsang Kim, Gary Ybarra, Leslie M. Collins:
Fundamentals of ECE: A Rigorous, Integrated Introduction to Electrical and Computer Engineering. IEEE Trans. Educ. 50(3): 174-181 (2007) - [j28]Yuwei Liao, Loren W. Nolte, Leslie M. Collins:
Decision Fusion of Ground-Penetrating Radar and Metal Detector Algorithms - A Robust Approach. IEEE Trans. Geosci. Remote. Sens. 45(2): 398-409 (2007) - [j27]Peter Torrione, Leslie M. Collins:
Texture Features for Antitank Landmine Detection Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 45(7-2): 2374-2382 (2007) - [j26]Mark P. Kolba, Leslie M. Collins:
Information-Based Sensor Management in the Presence of Uncertainty. IEEE Trans. Signal Process. 55(6-1): 2731-2735 (2007) - [c18]Jeremiah Remus, Leslie M. Collins:
Identifying Impaired Cochlear Implant Channels via Speech-Token Confusion Matrix Analysis. ICASSP (4) 2007: 741-744 - 2006
- [j25]Jiayu Song, Qing Huo Liu
, Peter Torrione, Leslie M. Collins:
Two-dimensional and three-dimensional NUFFT migration method for landmine detection using ground-penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 44(6): 1462-1469 (2006) - [c17]Peter Torrione, Leslie M. Collins:
Ground Response Tracking for Improved Landmine Detection in Ground Penetrating Radar Data. IGARSS 2006: 153-156 - 2005
- [j24]Jeremiah Remus, Leslie M. Collins:
The Effects of Noise on Speech Recognition in Cochlear Implant Subjects: Predictions and Analysis Using Acoustic Models. EURASIP J. Adv. Signal Process. 2005(18): 2979-2990 (2005) - [j23]Yifang Xu, Leslie M. Collins:
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. 52(6): 1040-1049 (2005) - [j22]Quan Zhu, Leslie M. Collins:
Application of feature extraction methods for landmine detection using the Wichmann/Niitek ground-penetrating radar. IEEE Trans. Geosci. Remote. Sens. 43(1): 81-85 (2005) - [j21]Yingyi Tan, Stacy L. Tantum, Leslie M. Collins:
Kalman filtering for enhanced landmine detection using quadrupole resonance. IEEE Trans. Geosci. Remote. Sens. 43(7): 1507-1516 (2005) - 2004
- [j20]Yingyi Tan, Stacy L. Tantum, Leslie M. Collins:
Cramer-Rao lower bound for estimating quadrupole resonance signals in non-Gaussian noise. IEEE Signal Process. Lett. 11(5): 490-493 (2004) - [j19]Lisa G. Huettel, Leslie M. Collins:
A theoretical analysis of normal- and impaired-hearing intensity discrimination. IEEE Trans. Speech Audio Process. 12(3): 323-333 (2004) - [j18]Lisa G. Huettel, Leslie M. Collins:
Predicting auditory tone-in-noise detection performance: the effects of neural variability. IEEE Trans. Biomed. Eng. 51(2): 282-293 (2004) - [j17]Yifang Xu, Leslie M. Collins:
Predicting the threshold of pulse-train electrical stimuli using a stochastic auditory nerve model: the effects of stimulus noise. IEEE Trans. Biomed. Eng. 51(4): 590-603 (2004) - [j16]Dominic K. C. Ho, Leslie M. Collins, Lisa G. Huettel, Paul D. Gader:
Discrimination mode processing for EMI and GPR sensors for hand-held land mine detection. IEEE Trans. Geosci. Remote. Sens. 42(1): 249-263 (2004) - [j15]Wei Hu, Stacy L. Tantum, Leslie M. Collins:
EMI-based classification of multiple closely spaced subsurface objects via independent component analysis. IEEE Trans. Geosci. Remote. Sens. 42(11): 2544-2554 (2004) - [c16]Jeremiah Remus, Leslie M. Collins:
Vowel and consonant confusion in noise by cochlear implant subjects: predicting performance using signal processing techniques. ICASSP (4) 2004: 13-16 - [c15]Yifang Xu, Leslie M. Collins:
Theoretical prediction of dynamic range and intensity discrimination for electrical noise-modulated pulse-train stimuli. ICASSP (4) 2004: 21-24 - [c14]Peter Torrione, Leslie M. Collins:
Application of texture feature classification methods to landmine/clutter discrimination in off-lane GPR data. IGARSS 2004: 1621-1624 - 2003
- [j14]Yan Zhang, Leslie M. Collins, Lawrence Carin
:
Unexploded ordnance detection using Bayesian physics-based data fusion. Integr. Comput. Aided Eng. 10(3): 231-247 (2003) - [j13]Lisa G. Huettel, Leslie M. Collins:
A theoretical comparison of information transmission in the peripheral auditory system: Normal and impaired frequency discrimination. Speech Commun. 39(1-2): 5-21 (2003) - [j12]Yifang Xu, Leslie M. Collins:
Predicting the threshold of single-pulse electrical stimuli using a stochastic auditory nerve model: the effects of noise. IEEE Trans. Biomed. Eng. 50(7): 825-835 (2003) - [j11]Yan Zhang, Leslie M. Collins, Haitao Yu, Carl E. Baum, Lawrence Carin
:
Sensing of unexploded ordnance with magnetometer and induction data: theory and signal processing. IEEE Trans. Geosci. Remote. Sens. 41(5): 1005-1015 (2003) - [j10]Stacy L. Tantum, Leslie M. Collins:
Performance bounds and a parameter transformation for decay rate estimation. IEEE Trans. Geosci. Remote. Sens. 41(10): 2224-2231 (2003) - 2002
- [j9]Leslie M. Collins, Ping Gao, Deborah Schofield
, John P. Moulton, Lawrence C. Makowsky, Denis M. Reidy, Richard C. Weaver:
A statistical approach to landmine detection using broadband electromagnetic induction data. IEEE Trans. Geosci. Remote. Sens. 40(4): 950-962 (2002) - [c13]Yan Zhang, Chun-Mei Wang, Leslie M. Collins:
Adaptive time delay estimation method with signal selectivity. ICASSP 2002: 1477-1480 - [c12]Yifang Xu, Leslie M. Collins:
Threshold prediction for noise-modulated electrical stimuli using a stochastic auditory nerve model: Implications for cochlear implants. ICASSP 2002: 1929-1932 - [c11]Lisa G. Huettel, Leslie M. Collins:
A theoretical analysis of the effects of auditory impairment on intensity discrimination. ICASSP 2002: 1933-1936 - [c10]Leslie M. Collins, Yizhe Zhang, Lawrence Carin:
Model-based statistical sensor fusion for unexploded ordnance detection. IGARSS 2002: 1556-1559 - [c9]Yingyi Tan, Stacy L. Tantum, Leslie M. Collins:
Landmine detection with nuclear quadrupole resonance. IGARSS 2002: 1575-1578 - [c8]Stacy L. Tantum, Leslie M. Collins:
A parameter transformation and Crame'r-Rao bounds for estimating decay rates from exponential signals. IGARSS 2002: 2568-2571 - [c7]Lisa G. Huettel, Leslie M. Collins:
Model-based predictions of intensity discrimination for normal- and impaired-hearing listeners. INTERSPEECH 2002: 421-424 - 2001
- [j8]Leslie M. Collins, Yan Zhang, Jing Li, Hua Wang, Lawrence Carin
, Sean J. Hart, Susan L. Rose-Pehrsson, Herbert H. Nelson, James R. McDonald:
A comparison of the performance of statistical and fuzzy algorithms for unexploded ordnance detection. IEEE Trans. Fuzzy Syst. 9(1): 17-30 (2001) - [j7]Stacy L. Tantum, Leslie M. Collins:
A comparison of algorithms for subsurface target detection and identification using time-domain electromagnetic induction data. IEEE Trans. Geosci. Remote. Sens. 39(6): 1299-1306 (2001) - [c6]Lisa G. Huettel, Leslie M. Collins:
A theoretical study of information transmission in the auditory system using signal detection theory: frequency discrimination by normal and impaired systems. ICASSP 2001: 3305-3308 - 2000
- [j6]Ping Gao, Leslie M. Collins:
A two-dimensional generalized likelihood ratio test for land mine and small unexploded ordnance detection. Signal Process. 80(8): 1669-1686 (2000) - [j5]Ping Gao, Leslie M. Collins, Philip M. Garber, Norbert Geng, Lawrence Carin:
Classification of landmine-like metal targets using wideband electromagnetic induction. IEEE Trans. Geosci. Remote. Sens. 38(3): 1352-1361 (2000) - [j4]Ping Gao, Leslie M. Collins:
A theoretical performance analysis and simulation of time-domain EMI sensor data for land mine detection. IEEE Trans. Geosci. Remote. Sens. 38(4): 2042-2055 (2000)
1990 – 1999
- 1999
- [j3]Ping Gao, Leslie M. Collins:
A comparison of optimal and suboptimal processors for classification of buried metal objects. IEEE Signal Process. Lett. 6(8): 216-218 (1999) - [j2]Lisa G. Huettel, Leslie M. Collins:
Using computational auditory models to predict simultaneous masking data: model comparison. IEEE Trans. Biomed. Eng. 46(12): 1432-1440 (1999) - [j1]Leslie M. Collins, Ping Gao, Lawrence Carin
:
An improved Bayesian decision theoretic approach for land mine detection. IEEE Trans. Geosci. Remote. Sens. 37(2): 811-819 (1999) - [c5]Lisa C. Gresham, Leslie M. Collins:
A comparison using signal detection theory of the ability of two computational auditory models to predict experimental data. ICASSP 1999: 933-936 - [c4]Ping Gao, Leslie M. Collins, Norbert Geng, Lawrence Carin, Dean A. Keiswetter, I. J. Won:
Classification of landmine-like metal targets using wideband electromagnetic induction. ICASSP 1999: 2327-2330 - 1997
- [c3]Erol Gelenbe, Taskin Koçak, Leslie M. Collins:
Sensor Fusion for Mine Detection with the RNN. ICANN 1997: 937-942 - 1995
- [c2]Nikola S. Subotic, Leslie M. Collins, John D. Gorman, Brian J. Thelen:
Multiresolution target detection in SAR imagery. ICASSP 1995: 2157-2160 - 1994
- [c1]John D. Gorman, Nikola S. Subotic, Brian J. Thelen, Leslie M. Collins:
Multiresolution Detection of Coherent Radar Targets. ICIP (1) 1994: 446-450
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
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