Resampling and Super-Resolution of Hexagonally Sampled Images Using Deep Learning, Dylan Flaute, Russell C. Hardie, Hamed Elwarfalli
Electrical and Computer Engineering Faculty Publications

Scene motion detection in imagery with anisoplanatic optical turbulence using a tilt-variance-based gaussian mixture model, Richard L. Van Hook, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Application of tilt correlation statistics to anisoplanatic optical turbulence modeling and mitigation, Russell C. Hardie, Michael A. Rucci, Santasri Bose-Pillai, Richard Van Hook
Electrical and Computer Engineering Faculty Publications

Simulation of anisoplanatic lucky look imaging and statistics through optical turbulence using numerical wave propagation, Michael A. Rucci, Russell C. Hardie, Richard K. Martin
Electrical and Computer Engineering Faculty Publications

Deep learning for anisoplanatic optical turbulence mitigation in long-range imaging, Matthew A. Hoffmire, Russell C. Hardie, Michael A. Rucci, Richard Van Hook, Barry K. Karch
Electrical and Computer Engineering Faculty Publications

FIFNET: A convolutional neural network for motion-based multiframe super-resolution using fusion of interpolated frames, Hamed Elwarfalli, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Ensemble lung segmentation system using deep neural networks, Redha Ali, Russell C. Hardie, Hussin K. Ragb
Electrical and Computer Engineering Faculty Publications

Hybrid machine learning architecture for automated detection and grading of retinal images for diabetic retinopathy, Barath Narayanan, Barath Narayanan, Russell C. Hardie, Manawaduge Supun De Silva, Nathaniel K. Kueterman
Electrical and Computer Engineering Faculty Publications

Patch-based gaussian mixture model for scene motion detection in the presence of atmospheric optical turbulence, Richard L. Van Hook, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Two-stage deep learning architecture for pneumonia detection and its diagnosis in chest radiographs, Barath Narayanan, Venkata Salini Priyamvada Davuluru, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Fusion of interpolated frames superresolution in the presence of atmospheric optical turbulence, Russell C. Hardie, Michael A. Rucci, Barry K. Karch, Alexander J. Dapore, Douglas R. Droege, Joseph C. French
Electrical and Computer Engineering Faculty Publications

Deep Learning Ensemble Methods for Skin Lesion Analysis towards Melanoma Detection, Redha Ali, Russell C. Hardie, Barath Narayanan, Supun De Silva
Electrical and Computer Engineering Faculty Publications

A Computationally Efficient U-Net Architecture for Lung Segmentation in Chest Radiographs, Barath Narayanan, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Optimized feature selection-based clustering approach for computer-aided detection of lung nodules in different modalities, Barath Narayanan, Russell C. Hardie, Temesguen Messay Kebede, Matthew J. Sprague
Electrical and Computer Engineering Faculty Publications

A Holistic Registration Approach to Fusion of Interpolated Frames, Michael A. Rucci, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Performance analysis of machine learning and deep learning architectures for malaria detection on cell images, Barath Narayanan, Redha Ali, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Performance Analysis of Feature Selection Techniques for Support Vector Machine and its Application for Lung Nodule Detection, Barath Narayanan, Russell C. Hardie, Temesguen Messay Kebede
Electrical and Computer Engineering Faculty Publications

A Leaf Recognition Approach to Plant Classification Using Machine Learning, Redha Ali, Russell C. Hardie, Almabrok Essa
Electrical and Computer Engineering Faculty Publications

Super-resolution in the presence of atmospheric optical turbulence, Russell C. Hardie, Michael A. Rucci, Barry K. Karch, Alex J. Dapore, Douglas R. Droege
Electrical and Computer Engineering Faculty Publications

Performance analysis of a computer-aided detection system for lung nodules in CT at different slice thicknesses, Barath Narayanan, Russell C. Hardie, Temesguen Messay Kebede
Electrical and Computer Engineering Faculty Publications

Recursive Non-Local Means Filter for Video Denoising, Redha A. Ali, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Differential Tilt Variance Effects of Turbulence in Imagery: Comparing Simulation with Theory, Daniel A. LeMaster, Russell C. Hardie, Szymon Gladysz, Matthew D. Howard, Michael Armand Rucci, Matthew E. Trippel, Jonathan D. Power, Barry K. Karch
Russell C. Hardie

Simulation of Anisoplanatic Imaging through Optical Turbulence Using Numerical Wave Propagation with New Validation Analysis, Russell C. Hardie, Jonathan D. Power, Daniel A. LeMaster, Douglas R. Droege, Szymon Gladysz, Santasri Bose-Pillai
Russell C. Hardie

Block Matching and Wiener Filtering Approach to Optical Turbulence Mitigation and Its Application to Simulated and Real Imagery with Quantitative Error Analysis, Russell C. Hardie, Michael Armand Rucci, Barry K. Karch, Alexander J. Dapore
Russell C. Hardie

Recursive Non-Local Means Filter for Video Denoising, Redha A. Ali, Russell C. Hardie
Russell C. Hardie

On the Simulation and Mitigation of Anisoplanatic Optical Turbulence for Long Range Imaging, Russell C. Hardie, Daniel A. LeMaster
Russell C. Hardie

Recursive Non-Local Means Filter for Video Denoising with Poisson-Gaussian Noise, Redha A. Almahdi, Russell C. Hardie
Russell C. Hardie

Analysis of Various Classification Techniques for Computer Aided Detection System of Pulmonary Nodules in CT, Barath Narayanan Narayanan, Russell C. Hardie, Temesguen Messay
Russell C. Hardie

Comparing Multiple Turbulence Restoration Algorithms Performance on Noisy Anisoplanatic Imagery, Michael Armand Rucci, Russell C. Hardie, Alexander J. Dapore
Russell C. Hardie

On the Simulation and Mitigation of Anisoplanatic Optical Turbulence for Long Range Imaging, Russell C. Hardie, Daniel A. LeMaster
Electrical and Computer Engineering Faculty Publications

Comparing Multiple Turbulence Restoration Algorithms Performance on Noisy Anisoplanatic Imagery, Michael Armand Rucci, Russell C. Hardie, Alexander J. Dapore
Electrical and Computer Engineering Faculty Publications

Block Matching and Wiener Filtering Approach to Optical Turbulence Mitigation and Its Application to Simulated and Real Imagery with Quantitative Error Analysis, Russell C. Hardie, Michael Armand Rucci, Barry K. Karch, Alexander J. Dapore
Electrical and Computer Engineering Faculty Publications

Simulation of Anisoplanatic Imaging through Optical Turbulence Using Numerical Wave Propagation with New Validation Analysis, Russell C. Hardie, Jonathan D. Power, Daniel A. LeMaster, Douglas R. Droege, Szymon Gladysz, Santasri Bose-Pillai
Electrical and Computer Engineering Faculty Publications

Segmentation of Pulmonary Nodules in Computed Tomography using a Regression Neural Network Approach and its Application to the Lung Image Database Consortium and Image Database Resource Initiative Dataset, Temesguen Messay, Russell C. Hardie, Timothy R. Tuinstra
Russell C. Hardie

Automatic Registration of Optical Aerial Imagery to a LiDAR Point Cloud for Generation of City Models, Bernard O. Abayowa, Alper Yilmaz, Russell C. Hardie
Russell C. Hardie

Digital Image Processing, Russell C. Hardie, Majeed M. Hayat
Russell C. Hardie

Multiframe Adaptive Wiener Filter Super-Resolution with JPEG2000-Compressed Images, Barath Narayanan Narayanan, Russell C. Hardie, Eric J. Balster
Eric Balster

Recursive Non-Local Means Filter for Video Denoising with Poisson-Gaussian Noise, Redha A. Almahdi, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Analysis of Various Classification Techniques for Computer Aided Detection System of Pulmonary Nodules in CT, Barath Narayanan Narayanan, Russell C. Hardie, Temesguen Messay
Electrical and Computer Engineering Faculty Publications

Differential Tilt Variance Effects of Turbulence in Imagery: Comparing Simulation with Theory, Daniel A. LeMaster, Russell C. Hardie, Szymon Gladysz, Matthew D. Howard, Michael Armand Rucci, Matthew E. Trippel, Jonathan D. Power, Barry K. Karch
Electrical and Computer Engineering Faculty Publications

Automatic Registration of Optical Aerial Imagery to a LiDAR Point Cloud for Generation of City Models, Bernard Olushola Abayowa, Alper Yilmaz, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Segmentation of Pulmonary Nodules in Computed Tomography using a Regression Neural Network Approach and its Application to the Lung Image Database Consortium and Image Database Resource Initiative Dataset, Temesguen Messay, Russell C. Hardie, Timothy R. Tuinstra
Electrical and Computer Engineering Faculty Publications

Rank Conditioned Rank Selection Filters for Signal Restoration, Russell C. Hardie, Kenneth E. Barner
Russell C. Hardie

Impact of Detector-element Active-area Shape and Fill Factor on Image Sampling, Restoration, and Super-Resolution, Russell C. Hardie, Douglas R. Droege, Alexander J. Dapore, Mark E. Greiner
Russell C. Hardie

Robust Super-resolution by Fusion of Interpolated Frames for Color and Grayscale Images, Barry K. Karch, Russell C. Hardie
Russell C. Hardie

Fast Super-resolution with Affine Motion Using an Adaptive Wiener Filter and Its Application to Airborne Imaging, Russell C. Hardie, Kenneth J. Barnard, Raúl Ordóñez
Raúl Ordóñez

Joint Wavelet Transform Correlation with Separated Target and Reference Planes, Boon Yi Soon, Mohammad A. Karim, Russell C. Hardie, Mohammad S. Alam
Russell C. Hardie

Fast Super-Resolution Using an Adaptive Wiener Filter with Robustness to Local Motion, Russell C. Hardie, Kenneth J. Barnard
Russell C. Hardie

Adaptive Wiener Filter Super-Resolution of Color Filter Array Images, Barry K. Karch, Russell C. Hardie
Russell C. Hardie

Super-Resolution for Imagery from Integrated Microgrid Polarimeters, Russell C. Hardie, Daniel A. LeMaster, Bradley Michael Ratliff
Russell C. Hardie

Fast Super-resolution with Affine Motion Using an Adaptive Wiener Filter and Its Application to Airborne Imaging, Russell C. Hardie, Kenneth J. Barnard, Raúl Ordóñez
Russell C. Hardie

Scene-Based Nonuniformity Correction with Reduced Ghosting Using a Gated LMS Algorithm, Russell C. Hardie, Frank Orion Baxley, Brandon J. Brys, Patrick C. Hytla
Russell C. Hardie

Hyperspectral Change Detection in the Presenceof Diurnal and Seasonal Variations, Michael T. Eismann, Joseph Meola, Russell C. Hardie
Russell C. Hardie

A Fast Image Super-Resolution Algorithm Using an Adaptive Wiener Filter, Russell C. Hardie
Russell C. Hardie

Techniques for the Regeneration of Wideband Speech from Narrowband Speech, Jason A. Fuemmeler, Russell C. Hardie, William R. Gardner
Russell C. Hardie

Super-resolution Using Adaptive Wiener Filters, Russell C. Hardie
Russell C. Hardie

Multiframe Adaptive Wiener Filter Super-Resolution with JPEG2000-Compressed Images, Barath Narayanan Narayanan, Russell C. Hardie, Eric J. Balster
Russell C. Hardie

Joint MAP Registration and High Resolution Image Estimation Using a Sequence of Undersampled Images, Russell C. Hardie, Kenneth J. Barnard, Ernest E. Armstrong
Russell C. Hardie

High-Resolution Image Reconstruction from a Sequence of Rotated and Translated Frames and its Application to an Infrared Imaging System, Russell C. Hardie, Kenneth J. Barnard, John G. Bognar, Ernest E. Armstrong, Edward A. Watson
Russell C. Hardie

Image Restoration of Dispersion-Degraded Images from a Liquid-Crystal Beam Steerer, Ronald J. Broessel, Vince Dominic, Russell C. Hardie
Russell C. Hardie

Anomaly Detection in Hyperspectral Imagery: Comparison of Methods Using Diurnal and Seasonal Data, Patrick C. Hytla, Russell C. Hardie, Michael T. Eismann, Joseph Meola
Russell C. Hardie

Aliasing Reduction in Staring Infrared Imagers Utilizing Subpixel Techniques, Joseph C. Gillette, Thomas M. Stadtmiller, Russell C. Hardie
Russell C. Hardie

Scene-Based Nonuniformity Correction Technique for Focal-Plane Arrays Using Readout Architecture, Balaji Narayanan, Russell C. Hardie, Robert A. Muse
Russell C. Hardie

A Collaborative Adaptive Wiener Filter for Image Restoration Using a Spatial-Domain Multi-patch Correlation Model, Khaled M. Mohamed, Russell C. Hardie
Russell C. Hardie

Super-Resolution Enhancement of Digital Video, Russell C. Hardie, Richard R. Schultz, Kenneth E. Barner
Russell C. Hardie

Partition-based Interpolation for Color Filter Array Demosaicking and Super-Resolution Reconstruction, Min Shao, Kenneth E. Barner, Russell C. Hardie
Russell C. Hardie

MAP Estimation for Hyperspectral Image Resolution Enhancement Using an Auxiliary Sensor, Russell C. Hardie, Michael T. Eismann, Gregory L. Wilson
Russell C. Hardie

Robust Super-resolution by Fusion of Interpolated Frames for Color and Grayscale Images, Barry K. Karch, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Impact of Detector-element Active-area Shape and Fill Factor on Image Sampling, Restoration, and Super-Resolution, Russell C. Hardie, Douglas R. Droege, Alexander J. Dapore, Mark E. Greiner
Electrical and Computer Engineering Faculty Publications

A Collaborative Adaptive Wiener Filter for Multi-frame Super-resolution, Khaled M. Mohamed, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

A Collaborative Adaptive Wiener Filter for Image Restoration Using a Spatial-Domain Multi-patch Correlation Model, Khaled M. Mohamed, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Computationally Efficient Video Restoration for Nyquist Sampled Imaging Sensors Combining an Affine-motion-based Temporal Kalman Filter and Adaptive Wiener Filter, Michael Armand Rucci, Russell C. Hardie, Kenneth J. Barnard
Electrical and Computer Engineering Faculty Publications

Multiframe Adaptive Wiener Filter Super-Resolution with JPEG2000-Compressed Images, Barath Narayanan Narayanan, Russell C. Hardie, Eric J. Balster
Electrical and Computer Engineering Faculty Publications

Adaptive Wiener Filter Super-Resolution of Color Filter Array Images, Barry K. Karch, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Fast Super-Resolution Using an Adaptive Wiener Filter with Robustness to Local Motion, Russell C. Hardie, Kenneth J. Barnard
Electrical and Computer Engineering Faculty Publications

Fast Super-resolution with Affine Motion Using an Adaptive Wiener Filter and Its Application to Airborne Imaging, Russell C. Hardie, Kenneth J. Barnard, Raúl Ordóñez
Electrical and Computer Engineering Faculty Publications

Super-Resolution for Imagery from Integrated Microgrid Polarimeters, Russell C. Hardie, Daniel A. LeMaster, Bradley Michael Ratliff
Electrical and Computer Engineering Faculty Publications

Super-resolution Using Adaptive Wiener Filters, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Anomaly Detection in Hyperspectral Imagery: Comparison of Methods Using Diurnal and Seasonal Data, Patrick C. Hytla, Russell C. Hardie, Michael T. Eismann, Joseph Meola
Electrical and Computer Engineering Faculty Publications

Scene-Based Nonuniformity Correction with Reduced Ghosting Using a Gated LMS Algorithm, Russell C. Hardie, Frank Orion Baxley, Brandon J. Brys, Patrick C. Hytla
Electrical and Computer Engineering Faculty Publications

Performance Analysis of a New Computer Aided Detection System for Identifying Lung Nodules on Chest Radiographs, Russell C. Hardie, Steven K. Rogers, Terry Wilson, Adam Rogers
Electrical and Computer Engineering Faculty Publications

Hyperspectral Change Detection in the Presenceof Diurnal and Seasonal Variations, Michael T. Eismann, Joseph Meola, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

A Fast Image Super-Resolution Algorithm Using an Adaptive Wiener Filter, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

A Computationally Efficient Super-Resolution Algorithm for Video Processing Using Partition Filters, Balaji Narayanan, Russell C. Hardie, Kenneth E. Barner, Min Shao
Electrical and Computer Engineering Faculty Publications

A MAP Estimator for Simultaneous Superresolution and Detector Nonunifomity Correct, Russell C. Hardie, Douglas R. Droege
Electrical and Computer Engineering Faculty Publications

Super-Resolution Enhancement of Digital Video, Russell C. Hardie, Richard R. Schultz, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

Improved Optimization of Soft Partition Weighted Sum Filters and Their Application to Image Restoration, Yong Lin, Russell C. Hardie, Qin Sheng, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

Partition-based Interpolation for Color Filter Array Demosaicking and Super-Resolution Reconstruction, Min Shao, Kenneth E. Barner, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Subspace Partition Weighted Sum Filters for Image Restoration, Yong Lin, Russell C. Hardie, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

Scene-Based Nonuniformity Correction Technique for Focal-Plane Arrays Using Readout Architecture, Balaji Narayanan, Russell C. Hardie, Robert A. Muse
Electrical and Computer Engineering Faculty Publications

Hyperspectral Resolution Enhancement Using High-resolution Multispectral Imagery with Arbitrary Response Functions, Michael T. Eismann, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Stochastic Spectral Unmixing with Enhanced Endmember Class Separation, Michael T. Eismann, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Application of the Stochastic Mixing Model to Hyperspectral Resolution Enhancement, Michael T. Eismann, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

MAP Estimation for Hyperspectral Image Resolution Enhancement Using an Auxiliary Sensor, Russell C. Hardie, Michael T. Eismann, Gregory L. Wilson
Electrical and Computer Engineering Faculty Publications

Digital Image Processing, Russell C. Hardie, Majeed M. Hayat
Electrical and Computer Engineering Faculty Publications

An Algebraic Algorithm for Nonuniformity Correction in Focal-Plane Arrays, Bradley Michael Ratliff, Majeed M. Hayat, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

A Post-processing Technique for Extending Depth of Focus in Conventional Optical Microscopy, Taufiq Widjanarko, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Techniques for the Regeneration of Wideband Speech from Narrowband Speech, Jason A. Fuemmeler, Russell C. Hardie, William R. Gardner
Electrical and Computer Engineering Faculty Publications

Hybrid Order Statistic Filter and Its Application to Image Restoration, Elizabeth A. Thompson, Russell C. Hardie, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

Spatial-rank Order Selection Filters, Kenneth E. Barner, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Infrared Image Registration and High-Resolution Reconstruction Using Multiple Translationally Shifted Aliased Video Frames, Mohammad S. Alam, John G. Bognar, Russell C. Hardie, Brian Yasuda
Electrical and Computer Engineering Faculty Publications

Scene-based Nonuniformity Correction with Video Sequences and Registration, Russell C. Hardie, Majeed M. Hayat, Ernest E. Armstrong, Brian Yasuda
Electrical and Computer Engineering Faculty Publications

Partition-based Weighted Sum Filters for Image Restoration, Kenneth E. Barner, Ahmad Mohammad Sarhan, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

High-Resolution Image Reconstruction from Digital Video by Exploitation of Nonglobal Motion, Timothy R. Tuinstra, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Application of Multi-frame High-Resolution Image Reconstruction to Digital Microscopy, Frank Orion Baxley, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Robust Phase-unwrapping Algorithm Using a Spatial Binary-tree Image Decomposition, Russell C. Hardie, Md. Ibqual Younus, James Lawrence Blackshire
Electrical and Computer Engineering Faculty Publications

Spectral Band Selection and Classifier Design for a Multispectral Imaging Laser Radar, Russell C. Hardie, Mohan Vaidyanathan, Paul F. McManamon
Electrical and Computer Engineering Faculty Publications

Joint Wavelet Transform Correlation with Separated Target and Reference Planes, Boon Yi Soon, Mohammad A. Karim, Russell C. Hardie, Mohammad S. Alam
Electrical and Computer Engineering Faculty Publications

High-Resolution Image Reconstruction from a Sequence of Rotated and Translated Frames and its Application to an Infrared Imaging System, Russell C. Hardie, Kenneth J. Barnard, John G. Bognar, Ernest E. Armstrong, Edward A. Watson
Electrical and Computer Engineering Faculty Publications

Joint MAP Registration and High Resolution Image Estimation Using a Sequence of Undersampled Images, Russell C. Hardie, Kenneth J. Barnard, Ernest E. Armstrong
Electrical and Computer Engineering Faculty Publications

Extended Permutation Filters and Their Application to Edge Enhancement, Russell C. Hardie, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

Gradient-based Edge Detection Using Nonlinear Edge-enhancing Prefilters, Russell C. Hardie, Charles G. Boncelet
Electrical and Computer Engineering Faculty Publications

Image Restoration of Dispersion-Degraded Images from a Liquid-Crystal Beam Steerer, Ronald J. Broessel, Vince Dominic, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Aliasing Reduction in Staring Infrared Imagers Utilizing Subpixel Techniques, Joseph C. Gillette, Thomas M. Stadtmiller, Russell C. Hardie
Electrical and Computer Engineering Faculty Publications

Rank Conditioned Rank Selection Filters for Signal Restoration, Russell C. Hardie, Kenneth E. Barner
Electrical and Computer Engineering Faculty Publications

LUM Filters: A Class of Rank-order-based Filters for Smoothing and Sharpening, Russell C. Hardie, Charles G. Boncelet
Electrical and Computer Engineering Faculty Publications

Ranking in Rp and Its Use in Multivariate Image Estimation, Russell C. Hardie, Gonzalo R. Arce
Electrical and Computer Engineering Faculty Publications