Faculty Scholarship 2021

Chester F. Carlson Center for Imaging Science

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Charles Bachmann

Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Journal Paper

Eon, Rehman S. and Charles M. Bachmann. "Mapping Barrier Island Soil Moisture Using a Radiative Transfer Model of Hyperspectral Imagery from an Unmanned Aerial System." Scientific Reports 11. (2021): 3270. Web. * £

Published Conference Proceedings

Bachmann, Charles M., et al. "Retrieval of Sediment Geophysical Properties from Hyperspectral UAS Imagery in Preparation for the NASA SBG Mission." Proceedings of the AGU Fall Meeting. Ed. American Geophysical Union. New Orleans, LA: https://agu.confex.com/agu/fm21/meetingapp.cgi/Paper/947789, 2021. Web. *

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Emmett Ientilucci

Associate Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Published Conference Proceedings

Conran, David and Emmett Ientilucci. "Defining a New Resolution Technique for Remote Imaging Sensors." Proceedings of the International Geoscience and Remote Sensing Symposium. Ed. IGARSS. Brussels, Belgium: IEEE, 2021. Print. *

Wiseman, Sandra, et al. "Enhanced target Detection Under Poorly Illuminated Conditions." Proceedings of the International Geoscience and Remote Sensing Symposium. Ed. IGARSS. Brussels, Belgium: n.p., 2021. Print. *

Invited Keynote/Presentation

Ientilucci, Emmett J. "Remote Sensing and Data Acquisition." 2021 IEEE GRSS Workshop on Spatial Geoinformatics using Machine Learning Approaches. IEEE. Kolkata, India. 24 Sep. 2021. Guest Lecture.

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John Kerekes

Research Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Journal Paper

Murphy, Cara P. and John P. Kerekes. "1D Conditional Generative Adversarial Network for Spectrum-to-spectrum Translation of Simulated Chemical Reflectance Signatures." Journal of Spectral Imaging 10. (2021): 1-11. Web. *

Myers, Emily, et al. "Effects of Satellite Revisit Rate and Time-Series Smoothing Method on Throughout-Season Maize Yield Correlation Accuracy." EEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14. (2021): 12007-12021. Web. *

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David Messinger

Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Journal Paper

Bai, Di, David Messinger, and David Howell. "Deep Learning Spatial-Spectral Processing of Hyperspectral Images for Pigment Mapping of Cultural Heritage Artifacts." Workshop on Pattern Recognition for Cultural Heritage (PatReCH 2020). (2021): 200-214. Print. *

Peery, Tyler, et al. "Image Quality in Cultural Heritage." Manuscript Cultures 15. (2021): 91 - 104. Print. £

Kleynhans, Tania, et al. "Low-Cost Multispectral System Design for Pigment Analysis in Works of Art." Sensors 21. (2021): 1-15. Web. £

Maali-Amiri, Morteza and David Messinger. "Virtual Cleaning of Works of Art Using Deep Convolutional Neural Networks." Heritage Science 9. 94 (2021): 1-19. Web. £

Starynska, Anna, David Messinger, and Yu Kong. "Revealing a history: palimpsest text separation with generative networks." International Journal on Document Analysis and Recognition (IJDAR) 24. (2021): 181-195. Web. £

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Jan van Aardt

Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Journal Paper

Hassanzadeh, Amirhossein, et al. "Toward Crop Maturity Assessment via UAS-Based Imaging Spectroscopy—A Snap Bean Pod Size Classification Field Study." IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 60. (2021): 17. Web. * £ ≠

Hassanzadeh, Amirhossein, et al. "Broadacre Crop Yield Estimation Using Imaging Spectroscopy from Unmanned Aerial Systems (UAS): A Field-Based Case Study with Snap Bean." Remote Sensing 13. (2021): 36. Web. * £ ≠

Chancia, Robert, et al. "Assessing Grapevine Nutrient Status from Unmanned Aerial System (UAS) Hyperspectral Imagery." Remote Sensing 13. (2021): 19. Web. * £ ≠

Chancia, Robert, et al. "Predicting Table Beet Root Yield with Multispectral UAS Imagery." Remote Sensing 13. (2021): 19. Web. * £ ≠

Zhang, Fei, et al. "Comparison of UAS-Based Structure-from-Motion and LiDAR for Structural Characterization of Short Broadacre Crops." Remote Sensing 13. (2021): 22. Web. * £ ≠

Shajahan, Sunoj, et al. "Corn Grain Yield Prediction and Mapping from Unmanned Aerial System (UAS) Multispectral Imagery." Remote Sensing 13. (2021): 18. Web. * £ ≠

Cho, Jason, et al. "Proposed Method for Statistical Analysis of On-Farm Single Strip Treatment Trials." Agronomy 11. (2021): 16. Web. * £ ≠

Cho, Jason, et al. "Spatial estimation methods for mapping corn silage and grain yield monitor data." Precision Agriculture. (2021): 20. Web. * £ ≠

Roth, Benjamin, et al. "Leaf Bidirectional Transmittance Distribution Function Estimates and Models for Select Deciduous Tree Species." IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. (2021): 14. Web. * £ ≠

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Anthony Vodacek

Professor
Chester F. Carlson Center for Imaging Science
College of Science

2021 Submissions

Invited Article/Publication

Vodacek, Anthony. "A more dynamic understanding of landslide risk." Nature Sustainability. (2021). Web. ∆

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