Documents from 2023
Understanding Image Quality for Deep Learning-Based Computer Vision, Austin Bergstrom
Graph-based Learning Networks for Automatic Pigment Mapping of Historical Artifacts, Bei Cao
From Fully-Supervised Single-Task to Semi-Supervised Multi-Task Deep Learning Architectures for Segmentation in Medical Imaging Applications, S M Kamrul Hasan
Look at the Bigger Picture: Analyzing Eye Tracking Data with Multi-Dimensional Visualization, Anjali Jogeshwar
LIDAR Voxel Segmentation Using 3D Convolutional Neural Networks, Yuval H. Levental
Techniques to Create a Realistic Digital Collection of Near Planar Cultural Heritage Objects, Snehal A. Padhye
The Geometry and Topology of Landslides, Kamal Rana
An alternative to Hapke’s macroscopic roughness correction, Dylan J. Shiltz and Charles M. Bachmann
Diffractive Light and Solar Sails, Prateek Ranjan Srivastava
A Deep Learning-based Pipeline to Generate Patient-specific Anatomical Models of the Heart Using Cardiac MRI, Roshan Reddy Upendra
Demonstration of a Virtual Reality Driving Simulation Platform, Mingming Wang
LWIR Spectral Variability Integration and Improvements to an Earth Observing Statistical Performance Model, Runchen Zhao
Documents from 2022
Towards Multimodal Open-World Learning in Deep Neural Networks, Manoj Acharya
Deep into the Eyes: Applying Machine Learning to improve Eye-Tracking, Aayush Kumar Chaudhary
Learning to see and hear in 3D: Virtual reality as a platform for multisensory perceptual learning, Catherine A. Fromm
The EaRTH Disk Model: Analysis and Integration of Protoplanetary Disk Mineralogy and Structure, William Allen Richard Grimble
On the Use of Imaging Spectroscopy from Unmanned Aerial Systems (UAS) to Model Yield and Assess Growth Stages of a Broadacre Crop, Amirhossein Hassanzadeh
Towards Efficient Lifelong Machine Learning in Deep Neural Networks, Tyler L. Hayes
Radiometrically-Accurate Hyperspectral Data Sharpening, Sihan Huang
Virtual Cleaning of Works of Art Using Deep Learning Based Approaches, Morteza Maali Amiri
Deep Learning for Medical Imaging in a Biased Environment, Usman Mahmood
Cochlear Compartments Segmentation and Pharmacokinetics using Micro Computed Tomography Images, Sanketh Satyanarayana Moudgalya
Manifold Based Deep Learning: Advances and Machine Learning Applications, Navya Nagananda
Computational Imaging and its Application, Helen Peng
Learning representations in the hyperspectral domain in aerial imagery, Aneesh Rangnekar
Radiometric Effects of Centimeter Scale Roughness of Bare Soils, Dylan J. Shiltz
Reflectance and Emittance Spectra of Intimately Mixed and Layered Media, Charles A. Tabor Jr
Deep Feature Learning and Adaptation for Computer Vision, Abu Md Niamul Taufique
Toward Structural Characterization of Broadacre Crops Using UAS-based 3D Point Clouds, Fei Zhang
Comparison of Methane Plume Detection Using Shortwave and Longwave Infrared Hyperspectral Sensors Under Varying Environmental Conditions, Lucy Zimmerman
Documents from 2021
An Experimental Campaign to Collect Multiresolution Hyperspectral Data with Ground Truth, Joseph A. Carrock II
Toward improved crop management using spectral sensing with unmanned aerial systems, Robert Ormal Chancia
Measurements of Radiation Pressure on Diffractive Films, Ying-Ju Lucy Chu
Hyperspectral Polarization Data for Particulate Materials, Rachel Golding
Towards Robust Gaze Estimation and Classification in Naturalistic Conditions, Rakshit S. Kothari
Robust Multiple Object Tracking Using ReID features and Graph Convolutional Networks, Christian Lusardi
1D Conditional Generative Adversarial Network for Spectrum-to-spectrum Translation of Simulated Chemical Reflectance signatures, Cara Murphy and John Kerekes
Physics-guided Neural Network for Predicting Chemical Signatures, Cara Murphy and John Kerekes
Methods for Generating High-Fidelity Trace Chemical Residue Reflectance Signatures for Active Spectroscopy Classification Applications, Cara Patrice Murphy
1D Conditional Generative Adversarial Network for Spectrum-to-Spectrum Translation of Simulated Chemical Reflectance Signatures, Cara P. Murphy and John Kerekes
Temporal Requirements for Future Landsat Systems for Agricultural Monitoring, Emily Myers
An Examination of Environmental Applications for Uncooled Thermal Infrared Remote Sensing Instruments, Cody M. Webber
Documents from 2020
Automated brain segmentation methods for clinical quality MRI and CT images, Viraj Reddy Adduru
Simulation of Internet of Things Water Management for Efficient Rice Irrigation in Rwanda, Peace Bamurigire, Anthony Vodacek, Andras Valko, and Said Rutabayiro Ngoga
Clearing the Clouds: Extracting 3D information from amongst the noise, Alexander Fafard
Determining improvements in Landsat spectral sampling for inland water quality monitoring, Ryan T. Ford and Anthony Vodacek
Application of Thermal and Ultraviolet Sensors in Remote Sensing of Upland Ducks, Matthew W. Helvey
Sub-pixel Sensitivity Variations and their Effects on Precision Aperture Photometry, Alexis M. Irwin
Design of a comprehensive modeling, characterization, rupture risk assessment and visualization pipeline for Abdominal Aortic Aneurysms, Golnaz Jalalahmadi
Advancing Multi-Modal Deep Learning: Towards Language-Grounded Visual Understanding, Kushal Kafle
The Use of Deep Learning Methods to Assist in the Classification of Seismically Vulnerable Dwellings, Salman Khan
Automatic Pigment Classification in Painted Works of Art from Diffuse Reflectance Image Data, Tania Kleynhans
Representations and representation learning for image aesthetics prediction and image enhancement, Michal Kucer
Query-Driven Global Graph Attention Model for Visual Parsing: Recognizing Handwritten and Typeset Math Formulas, Mahshad Mahdavi
Low Cost Radiometer Design for Landsat Surface Temperature Validation, Jonathan Miller
Practical Model for Improved Classification of Trace Chemical Residues on Surfaces in Active Spectroscopic Measurements, Cara P. Murphy, John P. Kerekes, Derek A. Wood, and Anish K. Goyal
Practical Model for Improved Classification of Trace Chemical Residues on Surfaces in Active Spectroscopic Measurements, Cara P. Murphy, John Kerekes, Derek Wood, and Anish Goyal
Gaze Estimation Based on Multi-view Geometric Neural Networks, Devarth Parikh
Deep Convolutional Networks without Learning the Classifier Layer, Zhongchao Qian
Open Set Classification for Deep Learning in Large-Scale and Continual Learning Models, Ryne Roady
Evaluating Appearance Differences of Color 3D Printed Objects, Matt Ronnenberg
Deciduous Broadleaf Bidirectional Scattering Distribution Function (BSDF): Measurements, Modeling, and Impacts on Waveform Lidar Forest Assessments, Benjamin D. Roth
On the use of rapid-scan, low point density terrestrial laser scanning (TLS) for structural assessment of complex forest environments, Ali Rouzbeh Kargar
Randomizable phenology-dependent corn canopy for simulated remote sensing of agricultural scenes, M Grady Saunders
Synthetic Aperture Radar simulation by Electro Optical to SAR Transformation using Generative Adversarial Network, Jason Slover
An Examination of Enhanced Atmospheric Methane Detection Methods for Predicting Performance of a Novel Multiband Uncooled Radiometer Imager, Cody M. Webber and John Kerekes
An Examination of Enhanced Atmospheric Methane Detection Methods for Predicting Performance of a Novel Multiband Uncooled Radiometer Imager, Cody M. Webber and John P. Kerekes
Documents from 2019
Study of Human Hand-Eye Coordination Using Machine Learning Techniques in a Virtual Reality Setup, Kamran Binaee
TIRS-2 and Future Thermal Instrument Band Study and Stray Light Study, Nicholas Bitten
Computational Methods for Segmentation of Multi-Modal Multi-Dimensional Cardiac Images, Shusil Dangi
Evaluation of Pixel-scale Tunable Fabry-Perot Filters for Optical Imaging, Daniel L. Edwards
The Characterization of Earth Sediments using Radiative Transfer Models from Directional Hyperspectral Reflectance, Rehman S. Eon
Retrieval of Salt Marsh Above-ground Biomass From High-spatial Resolution Hyperspectral Imagery Using PROSAIL, Rehman S. Eon, Sarah Goldsmith, Charles M. Bachmann, Anna Christina Tyler, Christopher S. Lapszynski, Greg P. Badura, David T. Osgood, and Ryan Brett
Water Quality and Algal Bloom Sensing from Multiple Imaging Platforms, Ryan Ford
Glint Correction of Unmanned Aerial System Imagery, Ryan T. Ford and Anthony Vodacek
Machine Learning for Robust Understanding of Scene Materials in Hyperspectral Images, Utsav B. Gewali
Utility Analysis for Optimizing Compact Adaptive Spectral Imaging Systems for Subpixel Target Detection Applications, Sanghui Han
Spatially-explicit Snap Bean Flowering and Disease Prediction Using Imaging Spectroscopy from Unmanned Aerial Systems, Ethan W. Hughes
Combining Hyperspectral Imaging and Small Unmanned Aerial Systems for Grapevine Moisture Stress Assessment, Rinaldo R. Izzo
Automatic Cancer Tissue Detection Using Multispectral Photoacoustic Imaging, Kamal Jnawali
Tool for the Analysis of Human Interaction with Two-Dimensional Printed Imagery, Anjali K. Jogeshwar
Object Detection in High Resolution Aerial Images and Hyperspectral Remote Sensing Images, Yilong Liang
Hyperspectral Video Processing on Resource-Constrained Platforms, Honglei Li, Lei Pan, Eung Joo Lee, Zhu Li, Matthew J. Hoffman, Anthony Vodacek, and Shuvra S. Bhattacharyya
An Analysis of the Radiometric Quality of Small Unmanned Aircraft System Imagery, Baabak G. Mamaghani
Manned Aircraft Versus Small Unmanned Aerial System—Forestry Remote Sensing Comparison Utilizing Lidar and Structure-From-Motion for Forest Carbon Modeling and Disturbance Detection, Michael P. McClelland II, Jan van Aardt, and Darin Hale
Methodology for the Integration of Optomechanical System Software Models with a Radiative Transfer Image Simulation Model, Keegan S. McCoy
Point Spread Function Determination in the Scanning Electron Microscope and its Application in Restoring Images Acquired at Low Voltage, Mandy C. Nevins
System Design Considerations for a Low-Intensity Hyperspectral Imager of Sensitive Cultural Heritage Manuscripts, Tyler R. Peery
Segmentation and Classification of Multimodal Imagery, Sankaranarayanan Piramanayagam
A Density-Based Approach for Leaf Area Index Assessment in a Complex Forest Environment Using a Terrestrial Laser Scanner, Ali Rouzbeh Kargar, Richard MacKenzie, Gregory P. Asner, and Jan van Aardt
Influence of Drone Altitude, Image Overlap, and Optical Sensor Resolution on Multi-View Reconstruction of Forest Images, Erich Seifert, Stefan Seifert, Holger Vogt, David Drew, Jan van Aardt, and Thomas Seifert
Ultrafast Laser Polishing for Optical Fabrication, Lauren L. Taylor
Evaluating the performance of digital micromirror devices for use as programmable slit masks in multi-object spectrometers, Anton Travinsky
Point Spread Function and Modulation Transfer Function Engineering, Jacob Wirth
Crime Scene Blood Evidence Detection Using Spectral Imaging, Jie Yang
Deep Learning Methods for 3D Aerial and Satellite Data, Mohammed A. Yousefhussien
