Publications

The students, research staff, and faculty of the Digital Imaging and Remote Sensing laboratory prolifically exhibit their world-class research at all of the major international remote sensing conferences and in the top-tiered discipline-specific journals.

Ientilucci, Emmett J. and John R. Schott. Radiometry and Radiation Propagation. 1st ed. Rochester, New York: Oxford University Press, 2023. Print.

Kucer, Michal, et al. "An Iterative Method for Salient Foreground Detection and Multi-Object Segmentation." U.S. Patent 10,706,549. 7 Jul. 2020.

Katuwal, Gajendra, et al. "Automated Fundus Image Field Detection and Quality Assessment." U.S. Patent 9,905,008. 27 Feb. 2018.

Lo, Eddie and Emmett J Ientilucci. "Target detection in hyperspectral imaging using neural networks." Signal and Image Processing for Remote Sensing. Ed. C.H. Chen. Boca Raton, Florida: CRC Press, 2024. 390-410. Print.

Aardt, Jan A. van, et al. "Localisation of Biomass Potentials." Bioenergy from Wood: Sustainable Production in the Tropics, Managing Forest Ecosystems 26. Ed. T. Seifert. Dordrecht, The Netherlands: Springer, 2014. Print.

Aardt, Jan A. van, et al. "Assessing Degradation Across a Land Use Gradient in the Kruger National Park Area Using Advanced Remote Sensing Modalities." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: Sun Press, 2011. 97-103. Print.

Aardt, Jan A. van, et al. "Ecosystems: Case Studies in Capital Intensive Crops Towards System Modeling of Ecosystems Using Integrated Hyperspectral Remote Sensing and In Situ Inputs." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: Sun Press, 2011. 116-123. Print.

Aardt, Jan A. van, et al. "Species-level Classification Using Imaging Spectroscopy for the Detection of Invasive Alien Species." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: SUN PRESS, 2011. 147-153. Print.

Lee, Chris H., et al. "A Comprehensive BRF Model for Spectralon™ and Application to Hyperspectral Field Imagery." IEEE Transactions on Geoscience and Remote Sensing 62. (2024): 1-16. Web.

Li, Chunyan, et al. "Dynamic impact of transiting weather systems on coastal currents in the northern Gulf of Mexico." Deep-Sea Research Part II 216. (2024): 105395, 1-21. Web.

Maali-Amiri, Morteza, David Messinger, and Todd Hanneken. "Colorimetric characterization of multispectral imaging systems for visualization of historical artifacts." Journal of Cultural Heritage 68. (2024): 136-148. Web.

Bergstrom, Austin and David Messinger. "Image Quality and Object Detection Performance." Journal of Electronic Imaging 33. 5 (2024): 1-22. Web.

Conran, David and Emmett J Ientilucci. "Small Target Radiometric Performance of Drone-Based Hyperspectral Imaging Systems." Small Target Radiometric Performance of Drone-Based Hyperspectral Imaging Systems 16. 11 (2024): 1-24. Web.

Nurunnabi, Abdul, et al. "Derivation of Tree Stem Curve and Volume Using Point Clouds." The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLVIII-4/W11-2024. (2024): 81-88. Web.

Lekhak, Saga, Emmett J Ientilucci, and Anthony Brinkley. "Viability of Substituting Handheld Metal Detectors with an Airborne Metal Detection System for Landmine and Unexploded Ordnance Detection." Remote Sensing 16. 24 (2024): 4732. Web.

Chhapariya, Koushikey, et al. "Target Detection and Characterization of Multi-Platform Remote Sensing Data." Remote Sensing 16. 24 (2024): 4729. Web.

Carmon, Nimrod, et al. "Shape from spectra." Remote Sensing of Environment 288. (2023): 113497. Web.

Nur, Nayma Binte and Charles M. Bachmann. "Comparison of Soil Moisture Content Retrieval Models Utilizing Hyperspectral Goniometer Data and Hyperspectral Imagery from an Unmanned Aerial System." Journal of Geophysical Research: Biogeosciences 128. 6 (2023): e2023JG007381. Web.

Mao, Yiwei, et al. "High resolution imaging spectroscopy of the sky." Solar Energy 262. (2023): 111821. Web.

Golding, Rachel M., et al. "The Effect of Grain Size on Hyperspectral Polarization Data of Particulate Material." Remote Sensing 15. (2023): 3668. Web.

Maali-Amiri, Morteza and David Messinger. "Virtual Cleaning of Works of Art Using A Deep Generative Network: Spectral Reflectance Estimation." Heritage Science 11. 16 (2023): N/A. Print.

Bergstrom, Austin and David Messinger. "Image quality and computer vision performance: assessing the effects of image distortions and modeling performance relationships using the the General Image Quality Equation." Journal of Electronic Imaging 32. 2 (2023): N/A. Print.

Ducay, Rey and David Messinger. "Image Fusion of Hyperspectral and Multispectral Imagery Using NNDiffuse." Journal of Applied Remote Sensing 17. 2 (2023): N/A. Web.

Zawacki, Alex, et al. "Fragments under the Lens: A Case Study of Multispectral versus Hyperspectral Imaging for Manuscript Recovery." Digital Philology: A Journal of Medieval Cultures 12. 1 (2023): 123-143. Print.

Russell, B., et al. "The Ground to Space CALibration Experiment (G-SCALE): Simultaneous Validation of UAV, Airborne, and Satellite Imagers for Earth Observation Using Specular Targets." Remote Sensing 15. 2 (2023): 1-24. Web.

Conran, David and Emmett Ientilucci. "A Vicarious Technique for Understanding and Diagnosing Hyperspectral Spatial Misregistration." Sensors 23. 9 (2023): 1-21. Web.

Saif, Mohammed, et al. "Forecasting Table Beet Root Yield Using Spectral and Textural Features from Hyperspectral UAS Imagery." Remote Sensing 15. (2023): 21. Web.

Roth, Benjamin D., et al. "Leaf Bidirectional Transmittance Distribution Function (BTDF) Estimates and Models for Select Deciduous Tree Species." IEEE Transactions on Geoscience and Remote Sensing 60. (2022): 4401214. Web.

Shiltz, Dylan J. and Charles M. Bachmann. "An Alternative to Hapke\'s Macroscopic Roughness Correction." Icarus 390. (2023): 115240. Web.

Huang, Sihan and David Messinger. "An Unsupervised Laplacian Pyramid Network for Radiometrically-Accurate Data Fusion of Hyperspectral and Multispectral Imagery." Transactions on Geoscience and Remote Sensing 14. 8 (2022): 1. Web.

Huang, Sihan and David Messinger. "An Unsupervised Cascade Fusion Network for Radiometrically- Accurate Vis-NIR-SWIR Hyperspectral Sharpening." Remote Sensing 14. (2022): 4390. Web.

Zawacki, Alexander, et al. "Fragments under the Lens: A Case Study of Multispectral versus Hyperspectral Imaging for Manuscript Recovery." Digital Philology 12. 1 (2023): 123-143. Web.

Jha, Sudhanshu Shekhar, Rama Rao Nidamanuri, and Emmett J. Ientilucci. "Influence of atmospheric modeling on spectral target detection through forward modeling approach in multi-platform remote sensing data." ISPRS Journal of Photogrammetry and Remote Sensing 183. (2022): 286-306. Web.

Zhao, Runchen, Emmett Ientilucci, and Peter Bajorski. "A Statistical Temperature Emissivity Separation Algorithm for Hyperspectral System Modeling." IEEE Geoscience and Remote Sensing Letters (GRSL) 19. (2022): 1-5. Print.

Zhao, Runchen and Emmett Ientilucci. "A Full-Spectrum Spectral Imaging System Analytical Model with LWIR TES Capability." IEEE Transactions on Geoscience and Remote Sensing. (2022): 10. Print.

Zhang, Fei, et al. "Evaluation of Leaf Area Index (LAI) of Broadacre Crops Using UAS-Based LiDAR Point Clouds and Multispectral Imagery." IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 15. (2022): 18. Web.

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.

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.

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.

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.

Ford, Ryan T. and Anthony Vodacek. "Determining improvements in Landsat spectral sampling for inland water quality monitoring." Science of Remote Sensing, doi:10.1016/j.srs.2020.100005, 1. (2020): 100005. Web.

Bamurigire, Peace, et al. "Simulation of Internet of Things Water Management for Efficient Rice Irrigation in Rwanda." Agriculture (Basel), doi:10.3390/agriculture10100431, 10. (2020): 431. Web.

Eon, Rehman S., et al. "Retrieval of Sediment Fill Factor in a Salt Panne from Multi-View Hyperspectral Imagery." Remote Sensing 12. 3 (2020): 422. Web.

Roth, Benjamin D., et al. "On Leaf BRDF Estimates and Their Fit to Microfacet Models." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13. 1 (2020): 1761-1771. Web.

Goldsmith, Sarah B., et al. "Assessing Salt Marsh Vulnerability using High-Resolution Hyperspectral Imagery." Remote Sensing 12. 18 (2020): 2938. Web.

Lu, Yawen, et al. "3D Plant Root reconstruction Based on Fusion of Deep Structure-from-motion and IMU." Journal of Multimedia Tools and Applications. (2020): 101-105. Web.

Kleynhans, Tania, David Messinger, and John Delaney. "Towards Automatic Classification of Diffuse Reflectance Image Cubes from Paintings Collected with Hyperspectral Cameras." MicroChemical Journal 157. (2020): 1-9. Web.

Peery, Tyler and David Messinger. "Spatial Resolution as a Trade Space for Low-Light Imaging of Sensitive Cultural Heritage Documents." Journal of Cultural Heritage Research. (2020): 1-10. Print.

Kleynhans, Tania, et al. "An Alternative Approach to Mapping Pigments in Paintings with Hyperspectral Reflectance Image Cubes Using Artificial Intelligence." Heritage Science 8. 84 (2020): 1-16. Print.

Rangnekar, Aneesh, et al. "AeroRIT: A New Scene for Hyperspectral Image Analysis." Transactions on Geoscience and Remote Sensing 58. 11 (2020): 1-9. Print.

Rangnekar, Aneesh, et al. "Uncertainty Estimation for Semantic Segmentation of Hyperspectral Imagery." Dynamic Data Driven Application Systems 12312. (2020): 163-170. Print.

Webber, Cody M. and John P. Kerekes. "An Examination of Enhanced Atmospheric Methane Detection Methods for Predicting Performance of a Novel Multiband Uncooled Radiometer Imager." Atmospheric Measurement Techniques 13. (2020): 5359-5367. Print.

Murphy, Cara P., et al. "Practical Model for Improved Classification of Trace Chemical Residues on Surfaces in Active Spectroscopic Measurements." Optical Engineering 59. 9 (2020): 1-13. Print.

Han, Sanghui, et al. "Optimizing Requirements for a Compact Spaceborne Adaptive Spectral Imaging System in Subpixel Target Detection Applications." IEEE Journal on Miniaturization for Air and Space Systems, 1. 1 (2020): 32-46. Print.

Rouzbeh-Kargar, A., et al. "Surface Elevation Change Evaluation in Mangrove Forests Using a Low-Cost, Rapid-Scan Terrestrial Laser Scanner." Limnology and Oceanography: Methods.. (2020): 13p. Web.

Rouzbeh-Kargar, A., et al. "Stem and Root Assessment In Mangrove Forests Using a Low-Cost, Rapid-Scan Terrestrial Laser Scanner." Wetlands Ecology and Management. (2020): 18. Web.

Roth, Benjamin, et al. "Simulations of Leaf BSDF Effects on Lidar Waveforms." Remote Sensing. (2020): #2909. Web.

Roth, B., et al. "On Leaf BRDF Estimates and Their Fit to Microfacet Models." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. (2020): 13: 1761 – 1771. Web.

Hassanzadeh, A., et al. "Yield Modelling of Snap Bean based on Hyperspectral Sensing: A Greenhouse Study." Journal of Applied Remote Sensing. (2020): 14(2): 024519. Web.

Fafard, Alexander, et al. "Global Partitioning Elevation Normalization Applied to Building Footprint Prediction." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. (2020): 13: 3493 – 3502. Web.

Fafard, A., A. Rouzbeh-Kargar, and J. van Aardt. "Weighted Spherical Sampling of Point Clouds for Forested Scenes." Photogrammetric Engineering and Remote Sensing. (2020): 86(10): 619-625. Web.

Hassanzadeh, Amirhossein, et al. "Growth Stage Classification and Harvest Scheduling of Snap Bean Using Hyperspectral Sensing: A Greenhouse Study." Remote Sensing 12. (2020): 26. Web.

Badura, Gregory P., et al. "A Novel Approach for Deriving LAI of Salt Marsh Vegetation Using Structure from Motion and Multi-Angular Spectra." IEEE Journal of Selected Topics In Applied Earth Observations And Remote Sensing 12. 2 (2019): 599-613. Web.

Badura, Greg and Charles M. Bachmann. "Assessing Effects of Azimuthally Oriented Roughness on Directional Reflectance of Sand." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12. 3 (2019): 1012-1025. Print.

Badura, Gregory, et al. "Observed Relationship Between BRF Spectral-Continuum Variance and Macroscopic Roughness of Clay Sediments." IEEE Transactions on Geoscience and Remote Sensing 57. 9 (2019): 6726-6740. Print.

Eon, R. S., et al. "Retrieval of Salt Marsh Above-ground Biomass From High-spatial Resolution Hyperspectral Imagery Using PROSAIL." Remote Sensing 11. 11 (2019): 1385. Web.

Mamaghani, Baabak and Carl Salvaggio. "Multispectral Sensor Calibration and Characterization for sUAS Remote Sensing." Sensors 19. 20 (2019): 4453-4482. Web.

Kaputa, Daniel, et al. "MX-1: A New Multi-Modal Remote Sensing UAS Payload with High Accuracy GPS and IMU." IEEE Xplore 2019 IEEE Systems and Technologies for Remote Sensing Applications Through Unmanned Aerial Systems (STRATUS). (2019): 1-4. Web.

McKay, Troy, et al. "Remotely Detected Vehicle Mass From Engine Torque-induced Frame Twisting." Optical Engineering 56. 6 (2017): 063101-1-063101-8. Web.

Mamaghani, Baabak and Carl Salvaggio. "Comparative Study of Panel and Panelless-Based Reflectance Conversion Techniques for Agricultural Remote Sensing." American Journal of Agricultural Science 6. 4 (2019): 40-58. Web.

Mamaghani, Baabak, M. Grady Saunders, and Carl Salvaggio. "Inherent Reflectance Variability of Vegetation." Agriculture 9. 11 (2019): 246-270. Web.

Bai, Di, David Messinger, and David Howell. "A Hyperspectral Image Spectral Unmixing and Classification Approach to Pigment Mapping in Historical Artifacts." Journal of the American Institute of Conservation 58. 1-2 (2019): 68-89. Print.

Ientilucci, Emmett and Steve Adler-Golden. "Atmospheric Compensation of Hyperspectral Data." IEEE Geoscience and Remote Sensing Magazine 7. 2 (2019): 31-50. Print.

Savakis, Andreas, et al. "Change Detection in Satellite Imagery with Region Proposal Networks." Journal of the DSIAC Defense Systems Information Analysis Center 6. 4 (2019): 22-28. Web.

Han, Sanghui and John Kerekes. "Overview of Passive Optical Multispectral and Hyperspectral Image Simulation Techniques." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10. 11 (2017): 4794-4804. Print.

Myers, Emily, et al. "Assessing the Impact of Satellite Revisit Rate on Estimation of Corn Phenological Transition Timing through Shape Model Fitting." Remote Sensing 11. 21 (2019): 1-21. Print.

Han, Sanghui, et al. "Band Selection Method for Subpixel Target Detection Using Only the Target Reflectance Signature." Applied Optics 58. 11 (2019): 2981-2993. Print.

Michael, McClelland,, Jan A. van Aardt, and Darin Hale. "Manned Aircraft Versus Small Unmanned Aerial System—Forestry Remote Sensing Comparison Utilizing Lidar and Structure-From-Motion for Forest Carbon Modeling and Disturbance Detection." Journal of Applied Remote Sensing 14. 2 (2019): 1-22. Web.

Ali, Rouzbeh-Kargar,, et al. "A Density-Based Approach for Leaf Area Index Assessment in a Complex Forest Environment Using a Terrestrial Laser Scanner." Remote Sensing 11. 1791 (2019): 1-21. Web.

Erich, Seifert,, et al. "Influence of Drone Altitude, Image Overlap, and Optical Sensor Resolution on Multi-View Reconstruction of Forest Images." Remote Sensing 11. 1252 (2019): 1-19. Web.

Eon, Rehman S., Charles M. Bachmann, and Aaron Gerace. "Retrieval of Sediment Fill Factor by Inversion of a Modified Hapke Model Applied to Sampled HCRF from Airborne and Satellite Imagery." Remote Sensing 10. 11 (2018): 1758. Web.

Bachmann, Charles M., et al. "A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes." Journal of Imaging 5. 1 (2018): 6. Web.

Kemker, Ronald, Carl Salvaggio, and Christopher Kanan. "Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery Using Deep Learning." ISPRS Journal of Photogrammetry and Remote Sensing 145. November (2018): 60-77. Print.

Yousefhussien, Mohammed, et al. "A Multi-scale Fully Convolutional Network for Semantic Labeling of 3D Point Clouds." ISPRS Journal of Photogrammetry and Remote Sensing 143. September (2018): 191-204. Print.

Kucer, Michal, Alex Loui, and David Messinger. "Leveraging Expert Feature Knowledge for Predicting Image Aesthetics." IEEE Transactions on Image Processing 27. 10 (2018): 5100 - 5112. Print.

Dorado-Munoz, Leidy, David Messinger, and Damien Bove. "Integrating Spatial and Spectral Information for Enhancing Spatial Features in the Gough Map of Great Britain." Journal of Cultural Heritage Research 34. (2018): 159-165. Print.

Fan, Lei and David Messinger. "Joint Spatial-Spectral Hyperspectral Image Clustering Using Block-Diagonal Amplified Affinity Matrix." Optical Engineering 57. 3 (2018): UNK. Web.

Yang, Jie, David Messinger, and Roger Dube. "Bloodstain Detection and Discrimination Impacted by Spectral Shift Using an Interference Filter based VNIR Multispectral Crime Scene Imaging System." Optical Engineering 57. 3 (2018): UNK. Web.

Yousefhussien, Mohammad, et al. "A Multi-scale Fully Convolutional Network for Semantic Labeling of 3D Point Clouds." ISPRS Journal of Photogrammetry and Remote Sensing 143. (2018): 191-204. Web.

Wang, Yue and Emmett Ientilucci. "A Practical Approach to Landsat 8 TIRS Stray Light Correction Using Multi-Sensor Measurements." Journal of Remote Sensing 10. 4 (2018): 589. Web.

Wang, Fan, et al. "Residential Roof Condition Assessment System Using Deep Learning." Journal of Applied Remote Sensing 12. 1 (2018): 1-20. Web.

Cui, Zhaoyu and John Kerekes. "Potential of Red Edge Spectral Bands in Future Landsat Satellites on Agroecosystem Canopy Green Leaf Area Index Retrieval." Remote Sensing 10. 9 (2018): 1-14. Web.

Cui, Zhaoyu and John Kerekes. "Impact of Wavelength Shift in Relative Spectral Response at High Angles of Incidence in Landsat-8 Operational Land Imager and Future Landsat Design Concepts." IEEE Transactions on Geoscience and Remote Sensing 56. 10 (2018): 5873-5883. Print.

Yao, Wei, et al. "A Simulation-Based Approach to Assess Subpixel Vegetation Structural Variation Impacts on Global Imaging Spectroscopy." IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 56. 7 (2018): 4149-4164. Print.

Tesfamichael, Solomon G., et al. "Retrieval of Narrow-range LAI of at Multiple Lidar Point Densities: Application on Eucalyptus Grandis Plantation." Int J Appl Earth Obs Geoinformation 70. (2018): 93-104. Print.

Sebastián‑González, Esther, et al. "Testing the Acoustic Adaptation Hypothesis with Native and Introduced Birds in Hawaiian Forests." Journal of Ornithology 159. (2018): 827–838. Print.

Gerace, Aaron. "Derivation and Validation of the Stray Light Correction Algorithm for the Thermal Infrared Sensor Onboard Landsat 8." Remote Sensing of the Environment 191. (2017): 246-257. Web.

Bachmann, Charles M., et al. "Modeling and intercomparison of field and laboratory hyperspectral goniometer measurements with G-LiHT imagery of the Algodones Dunes." Journal of Applied Remote Sensing 12. 1 (2017): 012005-1 - 012005-20. Web.

McCorkel, Joel, et al. "An overview of the 2015 Algodones Sand Dunes field campaign to support sensor inter-calibration." Journal of Applied Remote Sensing 12. 1 (2017): 012003-1 - 012003-11. Web.

Hezaveh, Mahshad Mahdavi, Christopher Kanan, and Carl Salvaggio. "Roof Damage Assessment Using Deep Learning." IEEE Xplore Proceedings of the 46th Annual Applied Imagery Pattern Recognition Workshop. (2017): 1-8. Web.

Rangnekar, A., et al. "Aerial Spectral Super-Resolution using Conditional Adversarial Networks." Computer Vision and Pattern Recognition (CVPR). (2017): 1-9. Web.

Uzkent, Burak, Matthew J. Hoffman, and Anthony Vodacek. "Integrating Hyperspectral Likelihoods in a Multidimensional Assignment Algorithm for Aerial Vehicle Tracking." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi:10.1109/JSTARS.2016.2560220, 9. (2016): 4325-4333. Web.

Bandyopadhya, M., et al. "On the Fusion of LiDAR and Aerial Color Imagey to Detect Urban Vegetation and Buildings." J. of Photogrammetric Engineering and Remote Sensing 82. 2 (2016): 123-136. Print.

Rose, Robert, et al. "The Top 10 Conservation Questions that can be Addressed Through Remote Sensing Technologies." Conservation Biology, doi:10.1111/cobi.12397, 29. 2 (2015): 350--359. Web.

Bachmann, Charles M., et al. "Wavelength dependence of the bidirectional reflectance distribution function (BRDF) of beach sands." Applied Optics 54. 31 (2015): F243--F255. Print.

Bachmann, Charles M., et al. "Flexible goniometer system: The Goniometer for Outdoor Portable Earth Reflectance (GOPHER)." Journal of Applied Remote Sensing 10. 3 (2016): 036012-1-036012-22. Web.

Bachmann, Charles M., et al. "Soil signature simulation of complex mixtures and particle size distributions." Optical Engineering 54. 9 (2015): 094103-1--094103-10. Print.

Carson, Tyler and Carl Salvaggio. "Soil Signature Simulation in the Thermal Infrared." Optical Engineering 54. 10 (2015): 104102-1-104102-6. Web.

Carson, Tyler, Charles Bachmann, and Carl Salvaggio. "Soil Signature SImulation of Complex Mixtures and Particle Size Distributions." Optical Engineering 54. 9 (2015): 094103-1-094103-10. Web.

Messinger, David W., et al. "Spatial Segmentation of Multi/hyperspectral Imagery by Fusion of Spectral-gradient-textural Attributes." SPIE Journal of Applied Remote Sensing 9. 1 (2015): 1--37. Print.

Ientilucci, Emmett J. and Emmett J. Ientilucci. "Fusion of LADAR and Hyperspectral Data with an Application in Material Identification." IEEE Geoscience and Remote Sensing Magazine. (2015): --. Print.

Kerekes, John P., John P. Kerekes, and Jiashu Zhang. "An Adaptive Density-based Model for Extracting Surface Returns from Photon-counting Laser Altimeter Data." IEEE Geoscience and Remote Sensing Letters 12. 4 (2015): 726--730. Print.

Aardt, Jan A. van, et al. "Soil carbon estimation from Eucalyptus grandis using canopy spectra." South African Journal of Geomatics 4. 4 (2015): 548--561. Print.

Aardt, Jan A. van, et al. "Predicting soil nitrogen content using narrow-band indices from Eucalyptus grandis canopies as proxies." South African Journal of Plant and Soil 2015. (2015): 1--9. Print.

Aardt, Jan A. van, et al. "Single-Scan Stem Reconstruction Using Low-Resolution Terrestrial Laser Scanner Data." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8. 7 (2015): 3414--3427. Print.

Aardt, Jan A. van, et al. "What lies beneath: detecting sub-canopy changes in savanna woodlands using a three-dimensional classification method." Applied Vegetation Science 18. (2015): 528--540. Print.

Aardt, Jan A. van, et al. "Estimation of Merchantable Volume of Eucalyptus Clones Based on Leaf-Level Hyperspectral Data." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8. 6 (2015): 3095--3106. Print.

Aardt, Jan A. van, et al. "Tracking Diurnal Variation in Photosynthetic Down-Regulation Using Low Cost Spectroscopic Instrumentation." Sensors 15. (2015): 10616--10630. Print.

Aardt, Jan A. van, et al. "Detection and Quantification of Earthquake Building Damage Using Post-Disaster Airborne LiDAR Data." PE&RS TBD. (2015): --. Print.

Aardt, Jan A. van, et al. "Fusing High Spatial Resolution RapidEye and High Temporal Resolution MODIS Imagery for Land Cover Classification." Remote Sensing TBD. (2015): --. Print.

Aardt, Jan A. van, et al. "Marker-free Registration of Forest Terrestrial Laser Scanner Data Pairs with Embedded Confidence Metrics." Transactions on Geoscience and Remote Sensing TBD. (2015): 1--36. Print.

Aardt, Jan van, et al. "Tracking Diurnal Variation in Photosynthetic Down-regulation using Low Cost Spectroscopic Instrumentation." Sensors 15. 5 (2015): 10616--10630. Print.

Kremens, Robert L., et al. "Tracking Diurnal Variation in Photosynthetic Down-Regulation Using Low Cost Spectroscopic Instrumentation." Sensors 15. (2015): 10616--10630. Print.

Kremens, R L., M B. Dickinson, and R L. Kremens. "Estimating the radiated flux density form wildland fires using the raw output of limited bandpass detectors.." Intl. J. of Wildland Fire 24. 4 (2015): 461--469. Print.

Kremens, R L., et al. "Experimental procedures characterizing firebrand generation in wildland fires.." Fire Technology. (2015): --. Print.

Kremens, R L., et al. "Measurements to Relate Fire Radiative Energy Density and Surface Fuel Consumption RxCADRE 2011 and 2012." Intl. J of Wildland Fire. (2015): --. Print.

Kremens, R L., et al. "Measuring radiant emissions from entire prescribed fires with ground, airborne and satellite sensors - RxCADRE 2012.." Intl. J. of Wildland Fire. (2015): --. Print.

Kremens, R L., et al. "The Ability of Winter Grazing to Reduce Wildfire Size and Fire-induced Plant Mortality was not Demonstrated: A Comment on Davies et al." Intl J. of Wildland Fire. (2015) Print.

Kremens, R L., et al. "Towards a new paradigm in fire severity research using dose-response experiments.." Intl. J. of Wildland Fire. (2015): --. Print.

Kremens, Robert, et al. "Tracking Diurnal Variation in Photosynthetic Down-regulation using Low Cost Spectroscopic Instrumentation." Sensors 15. 5 (2015): 10616--10630. Print.

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Peery, Tyler and David Messinger. "Panchromatic Sharpening Enabling Low-intensity Imaging of Cultural Heritage Documents." Proceedings of the Image Sensing Technologies: Materials, Devices, Systems, and Applications VI. Ed. Nibir K. Dhar, Achyut K. Dutta, and Sachidananda R. Babu. Baltimore, MD: SPIE, 2019. Print.

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Yang, Gefei, et al. "Dual-Channel DenseNET for Hyperspectral Image Classification." Proceedings of the IGARSS 2018. Ed. José Moreno. Valencia, Spain: IEEE, 2018. Print.

Kerekes, John, Cody Webber, and Rolando Raqueno. "Methane Detection in the Longwave Infrared." Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium. Ed. Jose Sobrino and Gustau Camps-Valls. Valencia, Spain: IEEE, 2018. Print.

McCoy, Keegan, et al. "Integration of Optomechanical System Models with DIRSIG." Proceedings of the Optical Modeling and Performance Predictions X. Ed. Mark Kahan and Marie Levine-West. San Diego, CA: SPIE, 2018. Print.

Mathew, Jobin and John Kerekes. "Multi-spectral Change Detection Methods: Evaluation on Simulated and Real-world Satellite Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV. Ed. Miguel Velez-Reyes and David Messinger. Orlando, FL: SPIE, 2018. Print.

Han, Sanghui and John Kerekes. "Simulation Techniques for Image Utility Analysis." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV. Ed. Miguel Velez-Reyes and David Messinger. Orlando, FL: SPIE, 2018. Print.

Jnawali, Kamal, John Kerekes, and Navalgund Rao. "Comparative Study of Spectral Matched Filter, Constrained Energy Minimization, and Adaptive Coherence Estimator for Subpixel Target Detection Based on Hyperspectral Imaging." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV. Ed. Miguel Velez-Reyes and David Messinger. Orlando, FL: SPIE, 2018. Print.

Hughes, E.W., et al. "Snap Bean Flowering Detection from UAS Imaging Spectroscopy." Proceedings of the 14th International Conference on Precision Agriculture. Ed. N/A. Montreal, Quebec: n.p., 2018. Web.

McClelland, M., D.S Hale, and J. van Aardt. "A Comparison of Manned and Unmanned Aerial Lidar Systems in the Context of Sustainable Forest Management." Proceedings of the Proceedings: SPIE Commercial & Scientific Sensing and Imaging. Ed. N/A. Orlando, FL: n.p., 2018. Web.

Rouzbeh-Kargar, A., R. MacKenzie, and J. van Aardt. "Characterizing Stem Volume in Mangrove Forests Using Terrestrial Lidar Scanning." Proceedings of the ForestSat 2018. Ed. N/A. College Park, MD: n.p., 2018. Web.

Zhang, Chi, et al. "Semantic Sentence Embeddings for Paraphrasing and Text Summarization." Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 14-16 November 2017, Montreal, QC, Canada. Ed. Warren Gross and Kostas Plataniotis. Montreal, QC, Canada: n.p., Web.

Bachmann, Charles M. "A Next Generation Field-portable Goniometer System." Proceedings of the SPIE Defense and Security 2016. Baltimore, Maryland: SPIE, 2015. Print.

Bachmann, Charles M. "How Many Spectral Bands are Necessary to Describe the Directional Reflectance of Beach Sands?" Proceedings of the SPIE Defense and Security 2016. Baltimore, Maryland: SPIE, 2015. Print.

Bachmann, Charles M. "Retrieval of Sediment Fill Factor from Hyperspectral BRDF Measurements of Coastal Sediments." Proceedings of the SPIE Defense and Security 2016. Baltimore, Maryland: SPIE, 2015. Print.

Bachmann, Charles M. "Schrodinger Eigenmaps for Semi-supervised Manifold Alignment of Hyperspectral Imagery." Proceedings of the SPIE Defense and Security 2016. Baltimore, Maryland: SPIE, 2015. Print.

Bachmann, Charles M. "Improved Modeling of Multiple Scattering in Hyperspectral BRDF of Coastal Sediments Observed Using the Goniometer of the Rochester Institute of Technology (GRIT)." Proceedings of the Imaging Spectrometry XX. San Diego, California: SPIE, 2015. Print.

Bachmann, Charles M. "Influence of Density on Hyperspectral BRDF Signatures." Proceedings of the SPIE Defense and Security 2015. Baltimore, Maryland: SPIE, 2015. Print.

Bachmann, Charles M. "Modeling and Mitigating Noise in Graph and Manifold Representations of Hyperspectral Imagery." Proceedings of the SPIE Defense and Security 2015. Baltimore, Maryland: SPIE, 2015. Print.

Carson, Tyler and Carl Salvaggio. "Signature Simulation of Mixed Materials." Proceedings of the Active and Passive Signatures VI. Ed. G. Charmaine Gilbreath, et al. Baltimore, Maryland: SPIE, 2015. Web.

Messinger, David W. "An Adaptive Locally Linear Embedding Manifold Learning Approach for Hyperspectral Target Detection." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Messinger, David W. "Streaming Analysis of Track Data from Video." Proceedings of the Geospatial Informatics, Fusion, and Motion Video Analytics V. Baltimore, Maryland: SPIE, 2015. Print.

Messinger, David W. "Schrodinger Eigenmaps for Spectral Target Detection." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Ientilucci, Emmett J. "Detection of Spectrally Varing BRDF Materials in Hyperspectral Imagery." Proceedings of the Algorithms and Technologies for multispectral, hyperspectral, and ultraspectral imagery XXII. Baltimore, Maryland: SPIE, 2015. Print.

Ientilucci, Emmett J. "Target Detection for Hyperspectral Imaging with Small Sample Size." Proceedings of the Target Detection for Hyperspectral Imaging with Small Sample Size. Baltimore, Maryland: SPIE, 2015. Print.

Ientilucci, Emmett J. "Vehicle Level BRDF Roof-Top Hyperspectral Data Collection." Proceedings of the Algorithms,and technologies for multispectral, hyperspectral, and ultraspectral imagery XXII. Baltimore, Maryland: SPIE, 2015. Print.

Ientilucci, Emmett J. "Improved Atmospheric Retrievals of Hyperspectral Data using Geometric Constraints." Proceedings of the Imaging Spectrometry XX. San Diego, California: SPIE, 2015. Print.

Ientilucci, Emmett J. "Target Detection Assessment of the SHARE 2010/2012 Hyperspectral Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Ientilucci, Emmett J. "Target Detection for Hyperspectral Imaging with Small Sample Size." Proceedings of the Remote Sensing: Understanding the Earth for a Safer World. Milan, Milan: IEEE, 2015. Print.

Kerekes, John P. "The Role of Large Constellations of Small Satellites in Emergency Response Situations." Proceedings of the International Geoscience and Remote Sensing Symposium. Milano, Lombardia: IEEE, 2015. Print.

Kerekes, John P. "Towards Robust Forest Leaf Area Index Assessment Using an Imaging Spectroscopy Simulation Approach." Proceedings of the International Geoscience and Remote Sensing Symposium. Milano, Lombardia: IEEE, 2015. Print.

Kerekes, John P. "An Analysis Task Comparison of Uncorrected vs. Geo-registered Airborne Hyperspectral Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Kerekes, John P. "Empirical Measurement and Model Validation of Infrared Spectra of Contaminated Surfaces." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Aardt, Jan A. van. "A precise estimation of the 3D structure of the forest based on the fusion of Airborne and Terrestrial LiDAR data." Proceedings of the IGARSS. Milano, Lombardia: IEEE, 2015. Print.

Aardt, Jan A. van. "Towards Robust Forest Leaf Area Index Assessment Using an Imaging Spectroscopy Simulation Approach." Proceedings of the International Geoscience and Remote Sensing Symposium. Milano, Lombardia: IEEE, 2015. Print.

Aardt, Jan A. van. "A Box-Counting Method to Characterize Degrees of Foliage Clumping Using Airborne and Simulated Lidar Data." Proceedings of the 36th International Symposium on Remote Sensing of Environment. Berlin, Berlin: ISPRS, 2015. Print.

Aardt, Jan A. van. "Assessing the Impact of Sub-pixel Vegetation Structure on Imaging Spectroscopy via Simulation." Proceedings of the SPIE Defense, Security, and Sensing Conference. Baltimore, Maryland: SPIE, 2015. Print.

Aardt, Jan A. van. "Modeling individual trees in an urban environment using dense discrete return LiDAR." Proceedings of the SPIE Defense, Security, and Sensing Conference. Baltimore, Maryland: SPIE, 2015. Print.

Aardt, Jan A. van. "Using Laser Scanning and Ray Tracing for Scaling Photosynthesis from Leaf to Stand Level." Proceedings of the 14th Conference on Lidar Applications for Assessing and Managing Forest Ecosystems. Montpellier, Languedoc-Roussillon: Silvilaser, 2015. Print.

Gartley, Michael G. "Empirical Measurement and Model Validation of Infrared Spectra of Contaminated Surfaces." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXI. Baltimore, Maryland: SPIE, 2015. Print.

Brown, Scott D. "Towards Robust Forest Leaf Area Index Assessment Using an Imaging Spectroscopy Simulation Approach." Proceedings of the International Geoscience and Remote Sensing Symposium. Milano, Lombardia: IEEE, 2015. Print.

Gerace, Aaron D. "Chasing the TIRS Ghosts: Calibrating the Landsat 8 Thermal Bands." Proceedings of the SPIE Optical Engineering+ Applications. San Diego, California: SPIE Optical, 2014. Print.

Bachmann, Charles M. "Influence of Density on Hyperspectral BRDF Signatures." Proceedings of the SPIE Defense and Security 2015. Baltimore, Maryland: SPIE, 2014. Print.

Bachmann, Charles M. "Retrieval of Sand Density from Hyperspectral BRDF." Proceedings of the SPIE Defense and Security 2014. Baltimore, Maryland: SPIE, 2014. Print.

Genivivia, Amanda, Jason Faulring, and Carl Salvaggio. "Automatic Georeferencing of Imagery From High-resolution, Low-altitude, Low-cost Aerial Platforms." Proceedings of the Geospatial InfoFusion and Video Analytics IV. Ed. Donnie Self, et al. Baltimore, Maryland: SPIE, 2014. Web.

Salvaggio, Katie, Carl Salvaggio, and Shea Hagstrom. "A Voxel-based Approach for Imaging Voids in Three-dimensional Point Clouds." Proceedings of the Geospatial InfoFusion and Video Analytics IV. Ed. Donnie Self, et al. Baltimore, Maryland: SPIE, 2014. Web.

Messinger, David W. "Effects of Cubesat Design Parameters on Image Quality and Feature Extraction for 3D Reconstruction." Proceedings of the International Geoscience and Remote Sensing Symposium. Quebec, Quebec: IEEE, 2014. Print.

Kerekes, John P. "A Clustering Approach for Detection of Ground in Micropulse Photon-counting Lidar Altimeter Data." Proceedings of the International Geoscience and Remote Sensing Symposium. Quebec, Quebec: IEEE, 2014. Print.

Kerekes, John P. "Effects of Cubesat Design Parameters on Image Quality and Feature Extraction for 3D Reconstruction." Proceedings of the International Geoscience and Remote Sensing Symposium. Quebec, Quebec: IEEE, 2014. Print.

Kerekes, John P. "A Comparison of Real and Simulated Airborne Multisensor Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery. Baltimore, Maryland: SPIE, 2014. Print.

Kerekes, John P. "A Combined Approach for Ice Sheet elevation Extraction From Lidar Point Clouds." Proceedings of the Western New York Image and Signal Processing Workshop. Rochester, New York: IEEE, 2014. Print.

Kerekes, John P. "A Comparison of Real and Simulated Airborne Hyperspectral Imagery." Proceedings of the Western New York Image and Signal Processing Workshop. Rochester, New York: IEEE, 2014. Print.

Aardt, Jan A. van. "Augmenting Full-waveform Dual-wavelength ECHIDNA® lidar (DWEL) with Highly-portable Canopy Biomass Lidar (CBL) for Forestry Assessment and Satellite Validation." Proceedings of the 2014 IEEE IGARSS Conference. Quebec, Quebec: IEEE, 2014. Print.

Aardt, Jan A. van. "Characterizing Structural Properties of Coastal Systems with Hyper-portable Ground-based Lidar." Proceedings of the 2014 IEEE IGARSS Conference. Quebec, Canada: IEEE, 2014. Print.

Aardt, Jan A. van. "Towards Extraction of Vegetation Biophysical Parameters from the NEON Airborne Observation Platform (AOP) Waveform Lidar." Proceedings of the 2014 IEEE IGARSS Conference. Quebec, Canada: IEEE, 2014. Print.

Gartley, Michael G. "A Comparison of Real and Simulated Airborne Multisensor Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery. Baltimore, Maryland: SPIE, 2014. Print.

Raqueno, Nina G. "Chasing the TIRS ghosts: Calibrating the Landsat 8 Thermal Bands." Proceedings of the SPIE Optical Engineering+ Applications. San Diego, California: SPIE Optical, 2014. Print.

Brown, Scott D. "A Comparison of Real and Simulated Airborne Hyperspectral Imagery." Proceedings of the Western New York Image and Signal Processing Workshop. Rochester, New York: IEEE, 2014. Print.

Kerekes, John P., et al. "Theoretical Modeling of Lidar Return Phenomenology from Snow and Ice Surfaces." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Giannandrea, AnneMarie, et al. "The SHARE 2012 Data Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Salvaggio, Katie N. and Carl Salvaggio. "Automated Identification of Voids in Three-dimensional Point Clouds." Proceedings of the Earth Observing Systems XVIII. Ed. James Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, California: SPIE, 2013. Web.

Kerekes, John, et al. "Measurements and Modeling of LWIR Spectral Emissivity of Contaminated Quartz Sand." Proceedings of the Workshop on Hyperspectral Image and Signal Processing. Ed. Paul Gader and Melba Crawford. Gainesville, FL: n.p., 2013. Web.

Ziemann, Amanda, David W. Messinger, and James A. Albano. "Target Detection Performed on Manifold Approximations Recovered from Hyperspectral Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Fan, Lei, Brittany Ambeau, and David W. Messinger. "A Semi-supervised Classification Algorithm Using The TAD-derived Background as Training Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Dorado-Munoz, Leidy, David W. Messinger, and Amanda Ziemann. "Target Detection Using The Background Model from the Topological Anomaly Detection Algorithm." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Busuioceanu, Maria, et al. "Evaluation of the CASSI-DD Hyperspectral Compressive Sensing Imaging System." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Albano, James A., David W. Messinger, and Emmett J. Ientilucci. "Spectral Target Detection Using a Physical Model and A Manifold Learning Technique." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Hagstrom, Shea and David W. Messinger. "Fusing LIDAR-based Voxel Geometry with Multi-angle Visible Imagery." Proceedings of the Laser Radar Technology and Applications XVIII. Baltimore, Maryland: n.p., 2013. Print.

Sun, Weihua and David W. Messinger. "Pan-sharpening of Spectral Image with Anisotropic Diffusion for Fine Feature Extraction Using GPU." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Canham, Kelly, et al. "SHARE 2012: Large Edge Targets for Hyperspectral Imaging Applications." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Albano, James A., Amanda Ziemann, and David W. Messinger. "Assessing the Impact of the Edge-Weighting Function in a Graph-Based Approach to Anomaly Detection." Proceedings of the IEEE WHISPERS 2013. Gainesville, Florida: n.p., 2013. Print.

Busuioceanu, Maria, et al. "Analysis and Utility of Atmospheric Compensation of Simulated Compressive Sensing (CS) Measurements." Proceedings of the IEEE WHISPERS 2013. n.p., 2013. Print.

Ientilucci, Emmett J. "Using A New GUI Tool to Leverage Lidar Data to Aid in Hyperspectral Image Material Detection in the Radiance Domain on RIT SHARE LiDAR/HSI Data." Proceedings of the Imaging Spectrometry XVIII. San Diego, California: n.p., 2013. Print.

Ientilucci, Emmett J. "Spectral Target Detection Using A Physical Model and A Manifold Learning Technique." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Ientilucci, Emmett J. "SHARE 2012: Analysis of Illumination Differences on Targets in Hyperspectral Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Ding, Bo and John P. Kerekes. "Extended Hyperspectral Imaging System Modeling and Implementation for Subpixel Target Detection." Proceedings of the Imaging Spectrometry XVIII. San Diego, California: n.p., 2013. Print.

Perkins, Cara and John P. Kerekes. "Spatial Heterodyne Spectrometer: Modeling and Interferogram Processing for Calibrated Spectral Radiance Measurements." Proceedings of the Imaging Spectrometry XVIII. San Diego, California: n.p., 2013. Print.

Kerekes, John P., et al. "Theoretical Modeling of Lidar Return Phenomenology from Snow and Ice Surfaces." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Maitra, Sanjet, et al. "Characterization of Basic Scattering Mechanisms Using Laboratory Based Polarimetric Synthetic Aperture Radar Imaging." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Horan, Kim H. and John P. Kerekes. "An Automated Statistical Analysis Approach to Noise Reduction for Photon-counting Lidar Systems." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Kerekes, John P., et al. "SHARE 2012: Subpixel Detection and Unmixing Experiments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Kerekes, John P. and Dan Goldberg. "Hyperspectral Image Quality for Unmixing and Subpixel Detection Applications." Proceedings of the Image Quality and System Performance X. Burlingame, California: n.p., 2013. Print.

Katuwal, G, et al. "Automatic Fundus Image Detection and Quality Assessment." Proceedings of the IEEE Western New York Image Processing Workshop. Rochester, New York: n.p., 2013. Print.

Kerekes, John P., et al. "Measurements and Modeling of LWIR Spectral Emissivity of Contaminated Quartz Sand." Proceedings of the Workshop on Hyperspectral Image and Signal Processing. Gainesville, FL: n.p., 2013. Print.

Uzkent, Burak, et al. "Feature Matching and Adaptive Prediction Models in an Object Tracking DDDAS." Proceedings of the Procedia Computer Science. n.p., 2013. Print.

Kelbe, David, et al. "Reconstruction of 3D Tree Stem Models from Low-cost Terrestrial Laser Scanner Data." Proceedings of the SPIE Defense, Security, and Sensing Conference. Baltimore, MD: n.p., 2013. Print.

Bandyopadhyay, M, Jan A. van Aardt, and Kerry A. Cawse-Nicholson. "Classification and Extraction of Trees and Buildings from Urban Scenes Using Discrete Return LiDAR and Aerial Color Imagery." Proceedings of the SPIE Defense, Security, and Sensing Conference. Baltimore, MD: n.p., 2013. Print.

Cawse-Nicholson, Kerry A., et al. "A Study of Energy Attenuation Due to Forest Canopy in Small-footprint Waveform Lidar Signals." Proceedings of the Annual Conference. Baltimore, MD: n.p., 2013. Print.

Cawse-Nicholson, Kerry A., et al. "On the Scalability of Spectral Leaf Area Index Metrics." Proceedings of the Annual conference. Baltimore, MD: n.p., 2013. Print.

Krause, Keith, et al. "NEON Airborne Observation Platform Test Flights: Validation of Airborne Lidar and Hyperspectral Data." Proceedings of the Annual Meeting. Baltimore, MD: n.p., 2013. Print.

Romanczyk, Paul A., et al. "The Effect of Positioning Error on the Repeatability of Small-Footprint Waveform Lidar Signals." Proceedings of the Silvilaser. Beijing, : n.p., 2013. Print.

Devaraj, Chabitha, Michael G. Gartley, and John R. Schott. "Influence of Polarization Phenomenology on Material Discriminability Using Multi-view Polarimetric Imagery." Proceedings of the Indian Institute of Technology Conference. n.p., 2013. Print.

Hudak, A L., et al. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: n.p., 2013. Print.

. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

L., Kremens, Robert. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

Kremens, Robert L. "Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

Kerekes, John P., et al. "Theoretical Modeling of Lidar Return Phenomenology from Snow and Ice Surfaces." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Schott, John R., Aaron D. Gerace, and Matthew Montanaro. "Simulation of the Performance and Image Quality Characteristics of the Landsat OLI and TIRS Sensors Using DIRSIG." Proceedings of the SPIE Remote Sensing. Eninburgh, Scotland: n.p., 2012. Print.

Gerace, Aaron D. and John R. Schott. "Over-Water Atmospheric Correction for Landsat's New OLI Sensor." Proceedings of the Ocean Sensing and Monitoring IV. Baltimore, Maryland: n.p., 2012. Print.

Schott, John R., Aaron D. Gerace, and Scott D. Brown. "Incorporation of Advanced Sensor Models in DIRSIG." Proceedings of the 34th Reveiw of Atmospheric Transmission Models Meeting. Albuquerque, New Mexico: n.p., 2012. Print.

Gerace, Aaron D., et al. "Using DIRSIG to Identify Uniform Sites and Demonstrate the Utility of the Side-Slither Calibration Technique for Landsat's New Pushbroom Instruments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectal, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Pahlevan, Nima, et al. "Integrating Lansat 7 Imagery with Physics-based Models for Quantitative Mapping of Coastal Waters near a River Discharge." Proceedings of the Imaging and Geospatial Technology-Into the Future. Sacramento, California: n.p., 2012. Print.

Nilosek, David, Shaohui Sun, and Carl Salvaggio. "Geo-Accurate Model Extraction from Three-Dimensional Image-Derived Point Clouds." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Ed. Sylvia Shen and Paul Lewis. Baltimore, MD: SPIE, 2012. Web.

McKay, Troy, et al. "Passive Detection of Vehicle Loading." Proceedings of the Visual Information Processing and Communication III. Ed. Amir Said, Onur Guleryuz, and Robert Stevenson. San Francisco, CA: n.p., 2012. Web.

Ontiveros, Erin, et al. "Evaluation of Image Collection Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Ed. Sylvia Shen and Paul Lewis. Baltimore, MD: SPIE, 2012. Web.

Rossi, Adam J., et al. "Abstracted Workflow Framework with a Structure from Motion Application." Proceedings of the Western New York Image Processing Workshop. Rochester, NY: n.p., 2012. Print.

Ashok, Luca and David W. Messinger. "A Spectral Image Clustering Algorithm Based on Ant Colony Optimization." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Ziemann, Amanda, et al. "Assessing the Impact of Background Spectral Graph Construction Techniques on the Topological Anomaly Detection Algorithm." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Albano, James A. and David W. Messinger. "Euclidean Commute Time Distance Embedding and its Application to Spectral Anomaly Detection." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sun, Weihua and David W. Messinger. "An Automated Approach for Constructing Road Network Graph from Multispectral Images." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sharon, Gil, et al. "Detection of Anomalous Activity in Hyperspectral Imaging: Metrics for Evaluating Algorithms." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Canham, Kelly, et al. "Spectral Library Generation for Hyperspectral Archaeological Validation." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Hagstrom, Shea and David W. Messinger. "Line-of-Sight Measurement in Large Urban Areas using Voxelized Lidar." Proceedings of the Laser Radar Technology and Applications XVII. Baltimore, Maryland: n.p., 2012. Print.

Sun, Jiangquin and David W. Messinger. "Parking Lot Process Model Incorporated into DIRSIG Scene Simulation." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Syed, Abdul H., Eli Saber, and David W. Messinger. "Encoding of Topological Information in Multi-Scale Remotely Sensed Data: Applications to Segmentation and Object-Based Image Analysis." Proceedings of the IEEE Conference on Geographic Object Based Image Analysis (GEOBIA). Rio de Janeiro, Brazil: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sah, Shagan, et al. "A Multi-Temporal Analysis Approach for Land Cover Mapping in Support of Nuclear Incident Response." Proceedings of the SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Ientilucci, Emmett J. "Leveraging Lidar Data to Aid in Hyperspectral Image Target Detection in the Radiance Domain." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Herweg, Jared A., John P. Kerekes, and Michael T. Eismann. "Hyperspectral Imaging Phenomenology for the Detection and Tracking of Pedestrians." Proceedings of the IGARSS. Munich, Bavaria: n.p., 2012. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Gadaleta, Sabino M., John P. Kerekes, and Kyle M. Tarplee. "Autonomous Target Dependent Waveband Selection for Tracking in Performance-driven Hyperspectral Sensing." Proceedings of the Defense, Security, and Sensing. Baltimore, MD: n.p., 2012. Print.

Herweg, Jared A., John P. Kerekes, and Michael T. Eismann. "Hyperspectral Measurements of Natural Signatures - Pedestrians." Proceedings of the Defense, Security, and Sensing. Baltimore, MD: n.p., 2012. Print.

Maitra, Sanjet, Michael G. Gartley, and John P. Kerekes. "Relation Between Degree of Polarization and Pauli Color Coded Image to Characterize Scattering Mechanisms." Proceedings of the Polarization: Measurement, Analysis and Remote Sensing. Baltimore, MD: n.p., 2012. Print.

Vodacek, Anthony, John P. Kerekes, and Matthew J. Hoffman. "Adaptive Optical Sensing in an Object Tracking DDDAS." Proceedings of the International Conference on Computational Science, ICCS 2012. Ed. Ali Hesham, et al. n.p., 2012. Print.

Aardt, Jan A. van, et al. "On Using Discrete Return Lidar Distributions as a Proxy for Waveform Lidar Signals when Modeling Vegetation Structure." Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. Munich, Bavaria: n.p., 2012. Print.

Wessels, Konrad, et al. "Impacts of Communal Fuelwood Extraction on Lidar-Estimated Biomass Patterns of Savanna Woodlands." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Sah, Shagan, et al. "A Multi-Temporal Analysa Multi-Temporal Analysis Approach for Land Cover Mapping in Support of Nuclear Incident Responseis Approach for Land Cover Mapping in Support Of Nuclear Incident Response." Proceedings of the SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Kelbe, David, et al. "Automatic Extraction of Tree Stem Models from Single Terrestrial Lidar Scans in Structurally Heterogeneous Forest Environments." Proceedings of the Silvilaser 2012 Annual Conference: First Return. Vancouver, BC: n.p., 2012. Print.

Romanczyk, Paul A., et al. "Assessing the Impact of Broadleaf Tree Structure oan Airborne Full-Waveform Small-Footprint Lidar Signals." Proceedings of the Silvilaser 2012 Annual Conference: First Return. Vancouver, BC: n.p., 2012. Print.

Pahlevan, Nima, Nina G. Raqueno, and John R. Schott. "Cross-calibration Landsat 7 with Terra-MODIS over Dark Waters." Proceedings of the Ocean Sensing and Monitoring IV. Baltimore, MD: n.p., 2012. Print.

Ontiveros, Erin M., et al. "Evaluation of Image Colleevaluation of Image Collection Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Dataction Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Pahlevan, N., Aaron D. Gerace, and John R. Schott. "Using Thermal Remote Sensing as a Tool for Calibrating a Hydrodynamic Model in Inland Waters." Proceedings of the SPIE Ocean Sensing and Monitoring III. Orlando, FL: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Paul, Sarah and Carl Salvaggio. "A Polynomial Regression Approach to Subpixel Temperature Extraction from a Single-band Thermal Infrared Image." Proceedings of the Thermosense XXXIII. Ed. Morteza Safai and Jeff Brown. Orlando, FL: SPIE, 2011. Web.

Bartlett, Brent, et al. "Anomaly Detection of Man-made Objects Using Spectro-polarimetric Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Ed. Sylvia Shen and Paul Lewis. Orlando, FL: SPIE, 2011. Web.

Bartlett, Brent, Jason Faulring, and Carl Salvaggio. "System Characterization and Analysis of the Multispectral Aerial Passive Polarimeter System (MAPPS)." Proceedings of the Polarization Science and Remote Sensing V. Ed. Joseph Shaw and J. Scott Tyo. San Diego, CA: SPIE, 2011. Web.

Basener, William, et al. "A Detection Identification Process with Geometric Target Detection and Subpixel Spectral Visualization." Proceedings of the WHISPERS 2011. Lisbon, Portugal: n.p., 2011. Print.

Bartlett, Brent D., et al. "Anomaly Detection of Man-made Objects Using Spectro-polarimetric Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Herweg, Jared, et al. "Spectral Variations in HSI Signatures of Thin Fabrics for Detecting and Tracking of Pedestrians." Proceedings of the Active and Passive Signatures II. Orlando, FL: n.p., 2011. Print.

Kerekes, John P. "Hyperspectral Remote Sensing Subpixel Object Detection Performance." Proceedings of the Applied Imagery Pattern Recognition Workshop. Washington, DC, United States: n.p., 2011. Print.

Kerekes, John P. "Exploring Limits in Hyperspectral Unresolved Object Detection." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Rivas, Annette O., John P. Kerekes, and Alan D. Raisanen. "Tunable Single Pixel MEMS Fabry-Perot Interferometer." Proceedings of the Applied Industrial Optics: Spectroscopy, Imaging and Metrology. Toronto, Ontario, Canada: n.p., 2011. Print.

Meng, Lingfei and John P. Kerekes. "Analytical Modeling of Optical Polarimetric Imaging Systems." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Zhang, Jie and John P. Kerekes. "Unsupervised Urban Land-cover Classification Using Worldview-2 Data and Self Organizing Maps." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Basener, William, C. Eric Nance, and John P. Kerekes. "The Target Implant Method for Predicting Target Difficulty and Detector Performance in Hyperspectral Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Labiak, Rick, et al. "Automated Method for Detection and Quantification of Building Damage and Debris Using Post-disaster LiDAR Data." Proceedings of the SPIE Conference on Laser Radar Technology and Applications XVI. Orlando, FL: n.p., 2011. Print.

Faulring, Jason W., et al. "Supporting Relief Efforts of the 2010 Haitian Earthquake using an Airborne Multi-Modal Remote Sensing Platform." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

McKeown, Donald, et al. "Demonstration of Delivery of Ortho Imagery in Realtime for Local Emergency Response." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Aardt, Jan A. van, et al. "LiDAR-based Estimation of Forest Floor Fuel Loads Using a Novel Distributional Approach." Proceedings of the SilviLaser 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems. Hobart, Tasmania, Australia: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Ientilucci, Emmett. "Lab-based Radiometric Concepts for Undergraduate and Graduate Students." Proceedings Volume 11143, Education and Training in Optics and Photonics: ETOP 2019. (2019). Print.

Ientilucci, Emmett. "Spectral Target Detection Considerations from a Physical Modeling Perspective." IEEE IGARSS. (2017). Print.

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

Lie, Xuesong, et al. "SmokeFCM: Segmentation of Quarry Blast Smoke Plumes using Self-Adaptive Weighted Fuzzy C-Means." Proceedings of the ISEE Explosives and Blasting Technique. Ed. ISEE. Savannah, GA: n.p..

Ientilucci, Emmett and Ahmed Shayer Andalib. "GRSS DATA CURATION: BENCHMARK UAV DATASET FOR HYPERSPECTRAL TARGET DETECTION STUDIES." Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. Ed. IEEE. Athens, Greece: IEEE.

Chattoraj, Dibyendu, et al. "Enhanced Multi Class Weather Image Classification using Data Augmentation and Dynamic Learning on Pre-trained Deep Neural Net." Proceedings of the 2024 International Conference on Emerging Techniques in Computational Intelligence (ICETCI). Ed. IEEE. Hyderabad, India: IEEE.

Chatterjee, Abhiroop, et al. "UrbanScape-NET: A Spatial and Self-Attention Guided Deep Neural Network with Multi Scale Feature Extraction for Urban Land use Classification." Proceedings of the IGARSS. Ed. IEEE. Athens, Greece: IEEE.

Chhapariya, K., et al. "Joint Multitask Learning for Image Segmentation and Salient Object Detection in Hyperspectral Imagery." Proceedings of the WHISPERS. Ed. IEEE. Oslo, Denmark: IEEE.

Day, Abhishek, Susmita Ghosh, and Emmett Ientilucci. "A Combination of Mutual and Neighborhood Information for Band Selection in Hyperspectral Images." Proceedings of the IGARSS. Ed. David Kunkee. Pasadena, CA: IEEE.

Jain, Namita, Susmita Ghosh, and Emmett Ientilucci. "MICLUST: A Clustering Algorithm for High Dimensional Data." Proceedings of the IGARSS. Ed. David Kunkee. Pasadena, CA: IEEE.

Chhapariya, Koushikey, Emmett Ientilucci, and Krishna Mohan Buddhiraju. "Hyperspectral Image Classification using Deep Learning Networks." Proceedings of the American Geophysical Union. Ed. AGU. San Francisco, CA: n.p..

Chhapariya, Koushikey, et al. "A SPECTRAL-SPATIAL CLASSIFICATION NETWORK FOR HYPERSPECTRAL IMAGES USING A RESIDUAL ATTENTION NETWORK." Proceedings of the Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing. Ed. IEEE. Athens, Greece: IEEE.

Couwenhoven, Scott and Emmett Ientilucci. "A Weakly-supervised, Multi-task Deep Learning Framework For Shadow Mitigation in Remote Sensing Imagery." Proceedings of the IGARSS 2022. Ed. Hean Teik Chuah. Kuala Lumpur, Malaysia: n.p..

Lo, Eddie and Emmett Ientilucci. "Hyperspectral Object Detection using Neural Networks." Proceedings of the IGARSS 2022. Ed. Hean Teik Chuah. Kuala Lumpur, Malaysis: n.p..

Conran, David and Emmett Ientilucci. "A Vicarious Technique for Understanding HSI Misregistration Using Convex Mirrors." Proceedings of the IGARSS 2022. Ed. Hean Teik Chuah. Kuala Lumpur, Malaysis: n.p..

Chakraborty, D., et al. "Change Detection in Hyperspectral Images using Deep Feature Extraction and Active Learning." Proceedings of the International Conference on Neural Information Processing (ICONIP). Ed. M. Tanveer. Indore, India: n.p..

Koranne, V., et al. "Segmentation of Smoke Plumes Using Fast Local Laplacian Filtering." Proceedings of the Computer Vision & Image Processing (CVIP). Ed. Bidyut Baran Chaudhuri. Nagpur, India: n.p..

Rangnekar, A., et al. "SpecAL: Towards Active Learning for Semantic Segmentation of Hyperspectral Imagery." Proceedings of the Dynamic Data Driven Applications Systems (DDDAS). Ed. Erik Blasch. Cambridge, MA: n.p..

Conran, David and Emmett Ientilucci. "A Rayleigh Criteria based Image Quality Technique used for defining Satellite Resolution." Proceedings of the JACIE 2020. Ed. Greg Stensaas. Virtual, VA: n.p..

Eon, Rehman S., et al. "Improving Accuracy of Salt Marsh Aboveground Biomass using High-Spatial Resolution, Multi-View Hyperspectral Imaging Systems." Proceedings of the AGU Fall Meeting. Ed. AGU. Washington, DC: AGU.

Goldsmith, Sarah, et al. "Assessing Salt Marsh Vulnerability Potential Through the use of High Resolution Hyperspectral Imagery." Proceedings of the AGU Fall Meeting. Ed. AGU. Washington, DC: AGU.

Ientilucci, Emmett and Peter Bajorski. "Hyperspectral target detection in a whitened space utilizing forward modeling concepts." Proceedings of the 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing. Ed. Jocelyn Chanussot. Reykjavik, Iceland: IEEE.

Aardt, Jan van, ed. IEEE Transcations on Geoscience and Remote Sensing ( (Assoc. Editor - LiDAR). New York: IEEE, 2020. Web.

Ientilucci, Emmett, ed. Imaging Spectrometry. San Diego: SPIE Optical Engineering and Applications, 2019. Print.

Aardt, Jan A. van, ed. IEEE Transactions on Geoscience and Remote Sensing. New York: IEEE, 2019. Web.

Ientilucci, Emmett and John Silny, ed. Imaging Spectrometry XXII: Applications, Sensors, and Processing. San Diego: SPIE, 2018. Print.

Ientilucci, Emmett. "Remote Sensing, Data Collection, and Hyperspectral Imaging." International Workshop on Remote Sensing and Applications. Technology Innovation Hub, Indian Statistical Institute (ISI), and IEEE GRSS Kolkata Chapter. Kolkata, India. 12 Aug. 2022. Guest Lecture.

Ientilucci, Emmett. "Hyperspectral Image Analysis." Deep Learning and Artificial Intelligence Summer School 2022. Asia Pacific Neural Network Society (APNNS), King Mongkut’s University of Technology. Bangkok, Thailand. 18 Jun. 2022. Guest Lecture.

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.

Ientilucci, Emmett. "Remote Sensing, Spectral Target Detection, and Unmanned Aerial Systems (UAS)." IEEE Engineering Symposium. IEEE. Rochester, NY. 23 Apr. 2019. Conference Presentation.

Ientilucci, Emmett. "Atmospheric Compensation." Workshop on Advanced Machine Learning Techniques for Climate Informatics. IEEE. Kolkata, India. 4 Nov. 2019. Guest Lecture.

Ientilucci, Emmett. "Lab-based Radiometric Concepts for Undergraduate and Graduate Students." OSA ETOP Conference. Optical Society of America (OSA). Quebec, Canada. 21 May 2019. Conference Presentation.

Ientilucci, Emmett J. "Remote Sensing, Spectral Target Detection, and Unmanned Aerial Systems (UAS)." IEEE Engineering Symposium. IEEE. Rochester, NY. 23 Apr. 2019. Conference Presentation.

Ientilucci, Emmett. "Hyperspectral Data Processing and Target Detection." Remotely Sensed Big Data Analysis and Mining (RSBDAM 2018). IEEE GRSS. Kolkata, India. 33 Dec. 2018. Guest Lecture.

Ientilucci, Emmett. "Remote Sensing and Data Analysis Techniques." Guest Lecturer. National Institute of Technology (NIT). Silchar, India. 25 Jan. 2018. Guest Lecture.

Aardt, Jan van, et al. "Transforming Disease Management Through the use of Unmanned Aerial Systems." International Congress of Plant Pathology (ICPP) 2018: Plant Health in A Global Economy. ICCP. Boston, MA. 29 Jul. 2018. Conference Presentation.

6/1/2017 -12/31/2021
Technical Working Group, Airborne Sampling Design; National Ecological Observatory Network (NEON)
Amount: 0

6/1/2017 -12/31/2021
oTechnical Working Group, Lidar; National Ecological Observatory Network (NEON)
Amount: 0

1/1/2017 -12/31/2020
National Ecological Observation Network (NEON)
Amount: 0

11/1/2017 - 12/31/2018
NSF NEON
Amount: 0

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Operational and performance considerations of radiative transfer modeling in hyperspectral target detection.” IEEE Transactions on Geoscience and Remote Sensing, (2010): 1-13. Print. £

Ientilucci, E.J., P. Bajorski, “Hyperspectral target detection in a whitened space utilizing forward modeling concepts.” Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 1.2 (2010): n.p. Print. £

McGlinchy, J., J.A. van Aardt, H.E. Rhody, J.P. Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R. Mathieu, T. Kennedy-Bowdoin, B.F. Erasmus, K. Wessels, I.P. Smit, J. Wu, D. Sarrazin. “Extracting Structural Land Cover Components using Small footprint Waveform Lidar Data.” IEEE International Geoscience and Remote Sensing Symposium, 2010. n.p. Print. "

Gillis, D., J. Bowles, E.J. Ientilucci. “Results of GLMM-based target detection on the RIT data set.” Defense and Security Symposium, April 2010. n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes, “Characterization ofPhysics-based Radiative Transfer ModelingParameters for a Blind Test Airborne Hyperspectral Data Set.” Proceedingsof Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, Defense and Security Symposium, 7695 (April 2010): n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Operational andperformance considerations of radiativetransfer modeling in hyperspectral target detection.” IEEE Transactions on Geoscience and Remote Sensing, (2010): 1-13. Print. £

Stefanou, M.S., J.P. Kerekes. “Image-Derived Predictionof Spectral Image Utility for Target DetectionApplications.” IEEE Transactions on Geoscience and Remote Sensing, 48.5 (2010): 1827-1833. Print. " £

King, K.C., J.P. Kerekes. “Development of a Web-based Blind Test to Score and Rank Hyperspectral Classification Algorithms.” Proceedings of the 2010 Western NY Image Processing Workshop, IEEE, Nov. 2010. n.p. Print. " £

Lu, Z., A.C. Rice, J.R. Vasquez, J.P. Kerekes. “Target Discrimination Via Optimal Wavelength BandSelection With Synthetic HyperspectralImagery.” Proceedings of the Second Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, June 2010. n.p. Print. £

Presnar, M.D., J.P. Kerekes, D.R. Pogorzala. “Dynamic Image Simulations for Adaptive Sensor Performance Predictions.” Proceedings of the Second Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, June 2010. n.p. Print. " £

McGlinchy, J.,J.A. van Aardt, H.E. Rhody, J.P. Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R. Mathieu, T. Kennedy-Bowdoin, B.F. Erasmus, K. Wessels, I.P. Smit, J. Wu, D. Sarrazin. “Extracting Structural Land Cover Components using Small--footprint Waveform Lidar Data.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. n.p. Print. "

Simmons, D., D.P. Kerekes, D. Rahn, A.K. Shaw, J.I. Medford. “Hyperspectral Imaging Phenomenology of Genetically Engineered Plant Sentinels.”Proceedings of the 2010 IEEE InternationalGeoscience and Remote Sensing Symposium, IEEE, IGARSS, July 2010. 3386-3389. Print. "

Presnar, M.D., J.P. Kerekes, “Modeling and Measurement of Optical Polarimetric Image Phenomenology in a Complex Urban Environment.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. 4389-4392. Print. "

Kerekes, J.P. “Application-driven Spectral Image Quality Assessment and Prediction.” OSA TechnicalDigest, Optical Society of America, DigitalImage Processing and Analysis, (2010): n.p. Print.

Fourspring, K.D., Z. Ninkov, J.P. Kerekes, J.P. “Scattered light ina DMD based multi-object spectrometer.”Proceedings of Modern Technologies in Space-and Ground-based Telescopes and Instrumentation, SPIE, SPIE AstronomicalInstrumentation, 7739 (June 2010): 1-9. Print. "

Kerekes, J.P., D.K. Snyder. “Unresolved Target Detection Blind Test Project Overview.” Proceedings of Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, SPIE Defense and Security, 7695 (April 2010): n.p. Print. "

Kerekes, J.P., C. Hart,M.G. Gartley, B.D. Bartlett, C. Nance. “Characterization of material reflectance variation through measurement and simulation.” Proceedings of Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, Defense and Security Symposium, 7695, April 2010. n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Characterization of Physics-based Radiative Transfer ModelingParameters for a Blind Test Airborne Hyperspectral Data Set.” Proceedings of Algorithms and Technologies forMultispectral, Hyperspectral, andUltraspectral Imagery XVI, Defense and Security Symposium, 7695 (April 2010): n.p. Print.

Presnar, M.D., A.D.Raisanen, D.R. Pogorzala, J.P. Kerekes, A.C. Rice. “Dynamic Scene Generation,Multimodal Sensor Design, and Target Tracking Demonstration for Hyperspectral/Polarimetric Performance-Driven Sensing.” Proceedings of Polarization: Measurement,Analysis, and Remote Sensing IX, SPIE, Defense, Security, and Sensing, 7672 76720T (April 2010): 1-12. Print. "

Fourspring, K.D., Z.Ninkov, J.P. Kerekes. “Subpixel Scatter inDigital Micromirror Devices.” Proceedings Emerging Digital Micromirror Device BasedSystems and Applications II, Photonics West, 7596 (January 2010): n.p. Print. "

Kremens, R.L., A.M. Smith, M.B. Dickinson. “Fire Metrology: Current and future directions in physics-based measurements.” Fire Ecology, 6 (2010): 13-35. Print. £

Dickinson, M.B.,Norris, R.L. Kremens, M.J. Lacki. “Effectsof wildland fire smoke on a tree roostingbat: application of a plume model, field measurements, and mammalian dose-response relationships.” Canadian Journal of Forest Research, (2010): n.p. Print. £

Bartlett, B.D., M.G. Gartley, D.W. Messinger, C. Salvaggio, J.R. Schott. “Spectro-polarimetric bidirectionalreflectance distribution function determination of in-scene materials and its use in target detection applications.” Journal of Applied Remote Sensing, 4.043552 (2010): 1-21. Print. £

Canham, K., A. Schlamm, A. Ziemann, B. Basener, D.W. Messinger, “Spatially adaptive hyperspectralendmember selection and spectral unmixing.” IEEE Transactions on Geoscience and Remote Sensing, 2010. n.p. Print. " £

Messinger, D.W., A. Ziemann, B. Basener, A. Schlamm. “A complexity metric for spectral imagerybased on spatially local convex hull volumeestimation.” IEEE Transactions onGeoscience and Remote Sensing,November 2010. n.p. Print. " £

Schlamm, A., D.W. Messinger, A. Ziemann, B. Basener.“Change detection in multi- andhyperspectral image tiles based on quantitative measures of point density.”Journal of Applied Remote Sensing.(2010): n.p. Print. " £

Schlamm, A., D.W.Messinger. “A Euclidean Distance Transformation for Improved Anomaly Detection in Spectral Imagery.” Proceedingsof the 2010 Western NY Image ProcessingWorkshop, IEEE, Nov. 2010. n.p. Print. " £

Mercovich, R., A. Harkin, D.W. Messinger. “Utilizing the graph modularity to blind cluster multispectral satellite imagery.” Proceedings of the 2010 Western NY Image Processing Workshop, IEEE, Nov. 2010. n.p. Print. " £

Messinger, D.W., A. Ziemann, B. Basener, A. Schlamm. “Spectral Image Complexity Estimated Through Local Convex Hull Volume.” WHISPERS 2010, (2010): n.p. Print. " £

Schlamm, A., D.W.Messinger, B. Basener. “Interest segmentation of hyperspectral imagery.” WHISPERS 2010, (2010): n.p. Print. " £

Messinger, D.W., J.A. van Aardt, D. McKeown, M.V. Casterline,J.W. Faulring, N.G. Raqueno, B. Basener, M. Velez-Reyes. “High Resolution and LIDAR Imaging Support to the Haiti Earthquake Relief Effort.” Imaging Spectrometry XV, Optics & Photonics, 7812 (August 2010): n.p. Print. "

Weiner, A., D.W. Messinger. “An End-to-End Airborne FTS Simulation for Evaluating the Performance Trade Space in Fugitive Gas Identification.” Imaging Spectrometry XV,Optics & Photonics, 7812 (August 2010): n.p. Print. "

Schlamm, A., R. Resmini, D.W. Messinger, B. Basener. “A comparison study of dimension estimationalgorithms.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, 7695 (2010): n.p. Print. "

Schlamm, A., D.W.Messinger, B. Basener. “A novel method for change detection in spectral imagery.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, 7695 (2010): n.p. Print. "

Ziemann, A., D.W.Messinger, B. Basener, A. Schlamm.“Iterative convex hull volume estimation inhyperspectral imagery for change detection.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, 7695 (2010): n.p. Print. "

Sarrazin, D., J.A. van Aardt, D.W. Messinger, G.P. Asner. “Fusing waveform LIDAR and hyperspectral data for species-level structural assessment in savanna ecosystems.” SPIE, Laser Radar Technology and Applications XV, 7684 (2010): n.p. Print. "

Hagstrom, S., D.W.Messinger, S.D. Brown. “Feature extraction using voxel aggregation of focuseddiscrete LIDAR data.” SPIE, Laser Radar Technology and Applications XV, 7684 (2010): n.p. Print. "

Bartlett, B.D., M.G. Gartley, D.W. Messinger, C. Salvaggio, J.R. Schott. “Spectro-polarimetricbidirectional reflectance distribution function determination of in-scenematerials and its use in target detection applications”, Journal of Applied Remote Sensing, 4.043552 (2010): 1-21. Print. £

Nilosek, D.R.,C. Salvaggio. “Applying computer vision techniques to perform semi-automated analytical photogrammetry.” Image Processing Workshop, April 2010. n.p. Print. "

Garrett, A.J., C. Salvaggio, M.V. Casterline. “Thermodynamics of partially frozen coolinglakes.” Proceedings of SPIE, SPIE Defenseand Security, Thermosense XXXII, Utilities and Fluid Dynamics, 7661 (2 April 2010): n.p. Print. "

Casterline, M.V., C.Salvaggio, A.J. Garrett, J.W. Faulring, B.D.Bartlett, P.S. Salvaggio. “Improved temperature retrieval methods for the validation of a hydrodynamic simulation ofa partially frozen power plant cooling lake.”Proceedings of SPIE, SPIE Defense and Security, Thermosense XXXII, Utilities and Fluid Dynamics, 7661 (April 2010): n.p. Print. "

Paul, S.E., A.A. Goodenough, S.D. Brown, C. Salvaggio. “Sub-pixel radiometry: A three-part study in generating synthetic imagery that incorporates sub-pixel variation.” Proceedings of SPIE, SPIE Defense and Security, Algorithms and Technologiesfor Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, Modeling and Simulation, 7695 (April 2010): n.p. Print. "

Cho, M.A., P. Debba,R. Mathieu, L. Naidoo, J.A. van Aardt, and G.P. Asner. “Improving discrimination of savanna tree species through a multiple endmember spectral angle mapperapproach: Canopy-level analysis.” IEEE Transactions on Geoscience and Remote Sensing, 48.11 (2010): 4133-4142. Print. £

Somers, B., S. Delalieux, W. Verstraeten, J.A. van Aardt, G. Albrigo, and P. Coppin. “An automated waveband selection technique for optimizedhyperspectral mixture analysis.” International Journal of Remote Sensing, 31.20 (2010): 5549-5568. Print. £

Cho, M.A., J.A. van Aardt, R. Main, and B. Majeke. “Evaluating variations of physiology-based hyperspectral features along a soil water gradient ina Eucalyptus grandis plantation.” International Journal of Remote Sensing, 31.12 (2010): 3143-3159. Print. £

Tesfamichael, S.G., and J.A. van Aardt. “Ahmed Estimating plot-level tree height and volume ofEucalyptus grandis plantations using small-footprint, discrete return lidar data.” Progress in Physical Geography, 34.4 (2010): 515-540. Print. £

Gebreslasie, M.T., Ahmed, J.A. van Aardt. “Predicting forest structural attributes using ancillary data and ASTER satellite data.” International Journal of Applied Earth Observation and Geoinformation, 12S (2010): S23-S26. Print. £

Messinger, D.W., J.A.van Aardt, D., McKeown, M.V. Casterline, J.W. Faulring, N.G. Raqueno, B. Basener, and M. Velez-Reyes. “High Resolution and LIDAR Imaging Support to the Haiti Earthquake Relief Effort.” Imaging Spectrometry XV, Optics & Photonics,7812 (August 2010): n.p. Print. "

McGlinchy, J., J.A.van Aardt, H.E. Rhody, J.Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R.Mathieu, T. Kennedy-Bowdoin, B.F.Erasmus, K. Wessels, I.P. Smit, J. Wu, and D. Sarrazin.” Extracting Structural Land Cover Components using Small--footprint Waveform Lidar Data.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. n.p. Print. "

Sarrazin, D., J.A. van Aardt, D.W. Messinger and G.P. Asner. “Fusing waveform LIDAR and hyperspectraldata for species-level structural assessment in savanna ecosystems.” SPIE, Laser RadarTechnology and Applications XV, 7684 (2010): n.p. Print. "

Van Aardt, J.A., M. Vogel, W. Luck, J.D. Althausen. “Remote sensing systems for operational and research use.” Manual of Geospatial Science and Technology. 2010. n.p. Print.

Kremens, R.L., C.C. Hardy, M.B. Dickinson. “Moderndevelopments for ground based monitoringof fire behavior and effects.” IAWF, 3rd Fire Behavior and Fuels Conference. Spokane, WA. November 2010. Presentation.

van Aardt, J.A., M. Arthur, G. Carmean, R.L. Kremens, J.W. Faulring, D. McKeown. “A SamplingApproach to Forest Fuel Load Assessment Across Different Fire Regimes in Eastern Deciduous Forests using Small-footprint Discrete Return Lidar.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation.

Kremens, R.L., C.C. Hardy, M.B. Dickinson, “Time evolutionof landscape patterns for different prescribedfire ignition methods.” Ecological Society of America, Annual Meeting of the ESA. Pittsburgh, PA. 2010. Presentation.

Salvaggio, C., R.V. Raqueno, A.R. Scott, P.Y. Youkhana.“Accurate radiometric temperature measurements using thermal infrared imagery of small targets, physics-based modeling, and companion high-resolution optical image data sets.” University and Industry Technical Interchange Review Meeting, UITI 2010, Plenary Session. Knoxville, TN. December 2010. Presentation. "

Van Aardt, J.A., J. Wu, J. Fisher, B.F. Erasmus, K. Wessels, R. Mathieu, G.P Asner, T. Kennedy-Bowdoin, and D. Knapp. “Comparing discrete return-to waveform lidar data for vegetation structural assessment: A contemporaneous, small-footprint study ina savanna ecosystem.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation. "

Van Aardt, J.A., D. McKeown, A. Vodacek, S. Duvvuri, A. Pillai, C. Renschler, J.W. Faulring, H. Bischoff, H. Collins, and D. Boyd. “Information Products Laboratory for Emergency Response: Rapid Turnaround Geospatial Disaster Management Products with Fire and Earthquake Response as Case Studies.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation. "

Van Aardt, J.A., M. Arthur, G. Carmean, R.L. Kremens, J.W. Faulring, and D. McKeown. “A Sampling Approach to Forest Fuel Load Assessment Across Different Fire Regimes in Eastern Deciduous Forests using Small-footprint Discrete Return Lidar.” American Society for PhotogrammetricEngineering and Remote Sensing (ASPRS),ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation.

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