Listed below are some of the Chester F. Carlson Center for Imaging Science's recent scholarly works.

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Documents from 2020

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Automated brain segmentation methods for clinical quality MRI and CT images, Viraj Reddy Adduru

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Clearing the Clouds: Extracting 3D information from amongst the noise, Alexander Fafard

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Application of Thermal and Ultraviolet Sensors in Remote Sensing of Upland Ducks, Matthew W. Helvey

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Advancing Multi-Modal Deep Learning: Towards Language-Grounded Visual Understanding, Kushal Kafle

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The Use of Deep Learning Methods to Assist in the Classification of Seismically Vulnerable Dwellings, Salman Khan

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Representations and representation learning for image aesthetics prediction and image enhancement, Michal Kucer

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Query-Driven Global Graph Attention Model for Visual Parsing: Recognizing Handwritten and Typeset Math Formulas, Mahshad Mahdavi

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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

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Gaze Estimation Based on Multi-view Geometric Neural Networks, Devarth Parikh

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Deep Convolutional Networks without Learning the Classifier Layer, Zhongchao Qian

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Open Set Classification for Deep Learning in Large-Scale and Continual Learning Models, Ryne Roady

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Deciduous Broadleaf Bidirectional Scattering Distribution Function (BSDF): Measurements, Modeling, and Impacts on Waveform Lidar Forest Assessments, Benjamin D. Roth

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On the use of rapid-scan, low point density terrestrial laser scanning (TLS) for structural assessment of complex forest environments, Ali Rouzbeh Kargar

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Randomizable phenology-dependent corn canopy for simulated remote sensing of agricultural scenes, M Grady Saunders

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Synthetic Aperture Radar simulation by Electro Optical to SAR Transformation using Generative Adversarial Network, Jason Slover

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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

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A Hyperspectral Image Classification Approach to Pigment Mapping of Historical Artifacts Using Deep Learning Methods, Di Bai

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Study of Human Hand-Eye Coordination Using Machine Learning Techniques in a Virtual Reality Setup, Kamran Binaee

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TIRS-2 and Future Thermal Instrument Band Study and Stray Light Study, Nicholas Bitten

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Computational Methods for Segmentation of Multi-Modal Multi-Dimensional Cardiac Images, Shusil Dangi

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Evaluation of Pixel-scale Tunable Fabry-Perot Filters for Optical Imaging, Daniel L. Edwards

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The Characterization of Earth Sediments using Radiative Transfer Models from Directional Hyperspectral Reflectance, Rehman S. Eon

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Water Quality and Algal Bloom Sensing from Multiple Imaging Platforms, Ryan Ford

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Machine Learning for Robust Understanding of Scene Materials in Hyperspectral Images, Utsav B. Gewali

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Utility Analysis for Optimizing Compact Adaptive Spectral Imaging Systems for Subpixel Target Detection Applications, Sanghui Han

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Spatially-explicit Snap Bean Flowering and Disease Prediction Using Imaging Spectroscopy from Unmanned Aerial Systems, Ethan W. Hughes

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Combining Hyperspectral Imaging and Small Unmanned Aerial Systems for Grapevine Moisture Stress Assessment, Rinaldo R. Izzo

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Automatic Cancer Tissue Detection Using Multispectral Photoacoustic Imaging, Kamal Jnawali

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Tool for the Analysis of Human Interaction with Two-Dimensional Printed Imagery, Anjali K. Jogeshwar

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Object Detection in High Resolution Aerial Images and Hyperspectral Remote Sensing Images, Yilong Liang

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An Analysis of the Radiometric Quality of Small Unmanned Aircraft System Imagery, Baabak G. Mamaghani

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Methodology for the Integration of Optomechanical System Software Models with a Radiative Transfer Image Simulation Model, Keegan S. McCoy

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Point Spread Function Determination in the Scanning Electron Microscope and its Application in Restoring Images Acquired at Low Voltage, Mandy C. Nevins

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System Design Considerations for a Low-Intensity Hyperspectral Imager of Sensitive Cultural Heritage Manuscripts, Tyler R. Peery

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Segmentation and Classification of Multimodal Imagery, Sankaranarayanan Piramanayagam

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Ultrafast Laser Polishing for Optical Fabrication, Lauren L. Taylor

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Evaluating the performance of digital micromirror devices for use as programmable slit masks in multi-object spectrometers, Anton Travinsky

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Point Spread Function and Modulation Transfer Function Engineering, Jacob Wirth

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Crime Scene Blood Evidence Detection Using Spectral Imaging, Jie Yang

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Deep Learning Methods for 3D Aerial and Satellite Data, Mohammed A. Yousefhussien

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Efficient Nonlinear Dimensionality Reduction for Pixel-wise Classification of Hyperspectral Imagery, Xuewen Zhang

Documents from 2018

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Methods for the Detection of Subterranean Methane Leakage, Margot Accettura

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Alkali Activated Slag Characterization by Scanning Electron Microscopy and X-ray Microanalysis, Najat A. Alharbi

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The Photometric Effect of Macroscopic Surface Roughness on Sediment Surfaces, Greg Badura

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Measurements of Radiation Pressure Owing to the Grating Momentum, Ying-Ju Lucy Chu, Eric M. Jansson, and Grover A. Swartzlander

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System Engineering Analyses for the Study of Future Multispectral Land Imaging Satellite Sensors for Vegetation Monitoring, Zhaoyu Cui

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Potential of Red Edge Spectral Bands in Future Landsat Satellites on Agroecosystem Canopy Green Leaf Area Index Retrieval, Zhaoyu Cui and John Kerekes

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On Interpixel Capacitive Coupling in Hybridized HgCdTe Arrays: Theory, Characterization and Correction, Kevan Donlon

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The Design and Realization of a Dual Mode Photoacoustic and Ultrasound Imaging Camera, Zichao Han

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An Application of Deep-Learning to Understand Human Perception of Art, Sanjana Kapisthalam

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A Subarcsecond ALMA Molecular Line Imaging Survey of the Circumbinary, Protoplanetary Disk Orbiting V4046 Sgr, Joel Kastner, C. Qi, D. A. Dickson-Vandervelde, P. Hily-Blant, T. Forveille, S. Andrews, U. Gorti, K. Öberg, and D. Wilner

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Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery, Ronald Kemker

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An Assessment of Small Unmanned Aerial Systems in Support of Sustainable Forestry Management Initiatives, Michael P. McClelland II

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Empirical Satellite Characterization for Realistic Imagery Generation, Nilay Vijay Mokashi

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Multi‐Modal Analysis of Deciduous Tree Stands Toward Ash Tree Inventory: Biomass Estimation and Genus‐Level Discrimination in a Mixed Deciduous Forest, Timothy D. Rupright

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Multi-Modal Deep Learning to Understand Vision and Language, Shagan Sah

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Functional Imaging Connectome of the Human Brain and its Associations with Biological and Behavioral Characteristics, Chao Zhang

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Evolution of A Common Vector Space Approach to Multi-Modal Problems, Chi Zhang

Documents from 2017

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Using the Opposition Effect in Remotely Sensed Data to Assist in the Retrieval of Bulk Density, Brittany L. Ambeau

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Towards Automated Analysis of Urban Infrastructure after Natural Disasters using Remote Sensing, Colin Axel

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Automated Quality Assessment of Printed Objects Using Subjective and Objective Methods Based on Imaging and Machine Learning Techniques., Ritu Basnet

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Development, Implementation and Pre-clinical Evaluation of Medical Image Computing Tools in Support of Computer-aided Diagnosis: Respiratory, Orthopedic and Cardiac Applications, Yehuda K. Ben-Zikri

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Derivation and Validation of the Stray Light Correction Algorithm for the Thermal Infrared Sensor Onboard Landsat 8, Aaron Gerace and Matthew Montanaro

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Physical Property Extraction of Powder Contaminated Surfaces from Longwave Infrared Hyperspectral Imagery, Timothy Gibbs

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How Much Wind and Solar Are Needed to Realize Emissions Benefits from Storage?, Srujana Naga Goteti, Eric Hittinger, and Eric Williams

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Characterization of Optimized Si-MOSFETs for Terahertz Detection, Jack D. Horowitz

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Hyperspectral and Hypertemporal Longwave Infrared Data Characterization, Nirmalan Jeganathan

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Evaluation of Stray Light Correction for the Thermal Infrared Sensor (TIRS) from Landsat 8, Fu Jiang

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Machine Learning Based Autism Detection Using Brain Imaging, Gajendra Jung Katuwal

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Estimating top-of-atmosphere thermal infrared radiance using MERRA-2 atmospheric data, Tania Kleynhans

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Landsat Surface Temperature Product: Global Validation and Uncertainty Estimation, Kelly Laraby

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Automated flight planning for roof inspection using a face-based approach, Paul Sponagle

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Visual-Linguistic Semantic Alignment: Fusing Human Gaze and Spoken Narratives for Image Region Annotation, Preethi Vaidyanathan

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Characterizing Resident Space Object Earthshine Signature Variability, Jared D. Van Cor

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Understanding High Resolution Aerial Imagery Using Computer Vision Techniques, Fan Wang

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Generation, validation, and application of abundance map reference data for spectral unmixing, McKay D. Williams

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Investigating the impact of spatially-explicit sub-pixel structural variation on the assessment of vegetation structure from imaging spectroscopy data, Wei Yao

Documents from 2016

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An evaluation of the silicon spectral range for determination of nutrient content of grape vines, Grant W.F. Anderson

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The Realization and Study of Optical Wings, Alexandra Brae Artusio-Glimpse

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A Proposed Imaging System to Spatially and Temporally Monitor Unburned Hydrocarbons in Jet Engine Exhaust, Emily E. Berkson

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Spectral Target Detecting Using Schroedinger Eigenmaps, Leidy P. Dorado-Munoz

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Graph-based Data Modeling and Analysis for Data Fusion in Remote Sensing, Lei Fan

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Intrinsic Inter-Subject Variability in Functional Neuroimaging: Verification Using Blind Source Separation Features, Shruti Gopal Vij

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The Design and Implementation of GRIT-T: RIT's Next-generation Field-Portable Goniometer System, Justin D. Harms

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Characterization and Reduction of Noise in Manifold Representations of Hyperspectral Imagery, Can Jin

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Answer-Type Prediction for Visual Question Answering, Kushal Kafle and Christopher Kanan

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Modeling the Radar Return of Powerlines Using an Incremental Length Diffraction Coefficient Approach, Douglas Macdonald

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Detection of Anomalous Vehicle Loading, Troy McKay

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Evaluation of sensor, environment and operational factors impacting the use of multiple sensor constellations for long term resource monitoring, Rajagopalan Rengarajan

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Radiometrically Accurate Thermal Vehicle Targets for Synthetic Video Development, David B. Rhodes

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Optimal Phase Masks for High Contrast Imaging Applications, Garreth J. Ruane

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Image Quality Modeling and Optimization for Non-Conventional Aperture Imaging Systems, Philip S. Salvaggio

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Hyperspectral Vehicle BRDF Learning: An Exploration of Vehicle Re ectance Variation and Optimal Measures of Spectral Similarity for Vehicle Reacquisition and Tracking Algorithms, Joseph Svejkosky

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Real-time Aerial Vehicle Detection and Tracking using a Multi-modal Optical Sensor, Burak Uzkent

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3D Subject-Atlas Image Registration for Micro-Computed Tomography Based Characterization of Drug Delivery in the Murine Cochlea, Zhenlin Xu

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Text Detection in Natural Scenes and Technical Diagrams with Convolutional Feature Learning and Cascaded Classification, Siyu Zhu

Documents from 2015

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Empirical Measurement and Model Validation of Infrared Spectra of Contaminated Surfaces, Sean Archer

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Quantifying the urban forest environment using dense discrete return LiDAR and aerial color imagery for segmentation and object-level biomass assessment, Madhurima Bandyopadhyay

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Monitoring Cloud-prone Complex Landscapes At Multiple Spatial Scales Using Medium And High Resolution Optical Data: A Case Study In Central Africa, Bikash Basnet

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Signature Simulation and Characterization of Mixed Solids in the Visible and Thermal Regimes, Tyler D. Carson