Documents from 2025
Femtosecond Laser Figuring and Polishing for Freeform Optics Fabrication, Gong Chen
From Sim to 6DOF: Deep Learning for Real-Time Satellite Pose Estimation from Resolved Ground-Based Imagery, Thomas W.N. Dickinson
Macroscopic Roughness Modeling of Satellite Multi-Layer Insulation Reflectance, Kevin P. Donnelly
Robust Multimodal Fusion for Oncology, Dominic Flack
Steering through change: How aging eyes and stroke-induced vision loss affect driver control, Arianna P. Giguere
Towards Robust Deep Learning for Medical Imaging with Limited and Noisy Labeled Data, Bidur Khanal
Advancing the Utility of Unmanned Aerial Systems (UAS)-Based Imaging Techniques in Broadacre Agriculture: A Multimodal Case Study on Table Beets, Mohammad Shahriar Saif
PM2.5 Forecasting at U.S. Embassies and Consulates Worldwide Using NASA Model Powered by Machine Learning, Junhyeon Seo, Alqamah Sayeed, Seohui Park, John Kerekes, Stephanie Christel, Mary Tran, and Pawan Gupta
Enhanced 3D Sub-Canopy Mapping via Airborne Full-Waveform LiDAR, Robert J. I. Wible
Towards Vision Intelligence-Based Liver Surgery, Zixin Yang
On Studying Transformer Networks for Volume-to-Surface Registration of Inhomogeneous Soft Bodies for Liver Laparoscopy, Michael Adam Young
Documents from 2024
On the Optimization of Sensors for the Remote Sensing of Crop Yield, Nathan M. Burglewski
Methodology for Volumetric Estimation of Condensed Water Vapor Plumes from Remotely Sensed Imagery, Ryan J. Connal
A New Vicarious Technique for Radiometric and Spatial Calibration of Drone-based Multispectral and Hyperspectral Imaging Systems, David N. Conran
Towards Human-Embodied Visual Intelligence, Cheng Han
Emergence of Preferential Flow Paths and Intermittent Dynamics in Emulsion Transport in Porous Media, Michael Izaguirre
Transfer learning across domains and sensing modalities, Chowdhury Sadman Jahan
Advancements in Scanning Electron Microscopy, Surya Kamal
Scattering Spectroscopy of Granular Media for Remote Sensing Applications, Chris H. Lee
Patient Specific Tissue Emulating Phantoms for Image-guided Intervention Applications, Kelly Merrell
Integrative Hyperspectral Approaches for Advanced Soil Property Analysis and Environmental Monitoring, Nayma Binte Nur
Multimodal Data Fusion and Model Compression Methods for Computer Vision, Manish Sharma
Optical Differentiation Wavefront Sensor with Pixelated Filters Toward High Performance Metrology, Biswa R. Swain
Spatiotemporal Alignment of Event Stream with Images and Active Illumination, Abhijan Wasti
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
Exploitation of spatial content for enhancing pansharpening and image fusion performance, Rey Ducay
Shift Variant Image Deconvolution using Deep Learning, Arnab Ghosh
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
Relative Effectiveness of a Radionuclide (210Pb), Surface Elevation Table (SET), and LiDAR At Monitoring Mangrove Forest Surface Elevation Change, Richard MacKenzie, Ken Krauss, Nicole Cormier, Eugene Eperiam, Jan van Aardt, Ali Rouzbeh-Kargar, Jessica Grow, and Val Klump
A Study on the Impact of Nonlinear Effects on Hyperspectral Sub-Pixel Target Detection, Colin J. Maloney
Techniques to Create a Realistic Digital Collection of Near Planar Cultural Heritage Objects, Snehal A. Padhye
The Geometry and Topology of Landslides, Kamal Rana
Forecasting Table Beet Root Yield Using Spectral and Textural Features from Hyperspectral UAS Imagery, Mohammad Saif, Robert Chancia, Sarah Pethybridge, Sean Murphy, Amir Hassanzadeh, and Jan van Aardt
An alternative to Hapke’s macroscopic roughness correction, Dylan J. Shiltz and Charles M. Bachmann
Towards Bias-Resilient Deep Neural Networks, Robik Shrestha
Diffractive Light and Solar Sails, Prateek Ranjan Srivastava
Text restoration in palimpsested historical manuscripts using deep learning methods, Anna Starynska
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
