Sorin C. Popescu

29 papers Journal 29
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel approach to field data augmentation with remote sensing and machine learning in rangelands.
Ecol. Informatics
Hailey E. Schmidt, Javier M. Osorio Leyton, Efrain Noa-Yarasca, Sorin C. Popescu, Justinn J. Jones, Justin P. Wied, Xinyuan Wu
2024 J jnl
AI-Driven Computer Vision Detection of Cotton in Corn Fields Using UAS Remote Sensing Data and Spot-Spray Application.
Remote. Sens.
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Roberto Rodriguez, Daniel E. Martin, Juan Enciso
2023 J jnl
A Methodological Framework for Mapping Canopy Cover Using ICESat-2 in the Southern USA.
Remote. Sens.
Lana L. Narine, Sorin C. Popescu, Lonesome Malambo
2023 J jnl
Detecting volunteer cotton plants in a corn field with deep learning on UAV remote-sensing imagery.
Comput. Electron. Agric.
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2023 J jnl
ICESat-2 for Canopy Cover Estimation at Large-Scale on a Cloud-Based Platform.
Sensors
Emre Akturk, Sorin C. Popescu, Lonesome Malambo
2023 J jnl
Image to Image Deep Learning for Enhanced Vegetation Height Modeling in Texas.
Remote. Sens.
Lonesome Malambo, Sorin C. Popescu
2023 J jnl
Landsat-Scale Regional Forest Canopy Height Mapping Using ICESat-2 Along-Track Heights: Case Study of Eastern Texas.
Remote. Sens.
Lonesome Malambo, Sorin C. Popescu, Meng Liu
2022 J jnl
Assessing The Performance of YOLOv5 Algorithm for Detecting Volunteer Cotton Plants in Corn Fields at Three Different Growth Stages.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Stephen W. Searcy, Robert G. Hardin, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Computer Vision for Volunteer Cotton Detection in a Corn Field with UAS Remote Sensing Imagery and Spot Spray Applications.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Stephen W. Searcy, Robert G. Hardin, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Detecting Volunteer Cotton Plants in a Corn Field with Deep Learning on UAV Remote-Sensing Imagery.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin IV, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Daniel E. Martin, Roberto Rodriguez, Karem Meza, Juan Enciso, Jorge Solorzano Diaz, Tianyi Wang
2022 J jnl
Plastic Contaminant Detection in Aerial Imagery of Cotton Fields with Deep Learning.
CoRR
Pappu Kumar Yadav, J. Alex Thomasson, Robert G. Hardin, Stephen W. Searcy, Ulisses Braga-Neto, Sorin C. Popescu, Roberto Rodriguez, Daniel E. Martin, Juan Enciso, Karem Meza, Emma L. White
2022 J jnl
Woody Plant Encroachment: Evaluating Methodologies for Semiarid Woody Species Classification from Drone Images.
Remote. Sens.
Horia G. Olariu, Lonesome Malambo, Sorin C. Popescu, Clifton Virgil, Bradford P. Wilcox
2021 J jnl
Regionalization of an Existing Global Forest Canopy Height Model for Forests of the Southern United States.
Remote. Sens.
Nian-Wei Ku, Sorin C. Popescu, Marian Eriksson
2020 J jnl
Feasibility of Burned Area Mapping Based on ICESAT-2 Photon Counting Data.
Remote. Sens.
Meng Liu, Sorin C. Popescu, Lonesome Malambo
2020 J jnl
PhotonLabeler: An Inter-Disciplinary Platform for Visual Interpretation and Labeling of ICESat-2 Geolocated Photon Data.
Remote. Sens.
Lonesome Malambo, Sorin C. Popescu
2020 J jnl
Using ICESat-2 to Estimate and Map Forest Aboveground Biomass: A First Example.
Remote. Sens.
Lana L. Narine, Sorin C. Popescu, Lonesome Malambo
2019 J jnl
A Deep Learning Semantic Segmentation-Based Approach for Field-Level Sorghum Panicle Counting.
Remote. Sens.
Lonesome Malambo, Sorin C. Popescu, Nian-Wei Ku, William L. Rooney, Tan Zhou, Samuel Moore
2019 J jnl
Synergy of ICESat-2 and Landsat for Mapping Forest Aboveground Biomass with Deep Learning.
Remote. Sens.
Lana L. Narine, Sorin C. Popescu, Lonesome Malambo
2019 J jnl
waveformlidar: An R Package for Waveform LiDAR Processing and Analysis.
Remote. Sens.
Tan Zhou, Sorin C. Popescu
2018 J jnl
Automated Estimation of Standing Dead Tree Volume Using Voxelized Terrestrial Lidar Data.
IEEE Trans. Geosci. Remote. Sens.
Eric B. Putman, Sorin C. Popescu
2018 J jnl
Bayesian and Classical Machine Learning Methods: A Comparison for Tree Species Classification with LiDAR Waveform Signatures.
Remote. Sens.
Tan Zhou, Sorin C. Popescu, A. Michelle Lawing, Marian Eriksson, Bogdan M. Strimbu, Paul C. Bürkner
2018 J jnl
From LiDAR Waveforms to Hyper Point Clouds: A Novel Data Product to Characterize Vegetation Structure.
Remote. Sens.
Tan Zhou, Sorin C. Popescu, Lonesome Malambo, Kaiguang Zhao, Keith Krause
2018 J jnl
Measurement and Calibration of Plant-Height from Fixed-Wing UAV Images.
Sensors
Xiongzhe Han, J. Alex Thomasson, G. Cody Bagnall, N. Ace Pugh, David W. Horne, William L. Rooney, Jinha Jung, Anjin Chang, Lonesome Malambo, Sorin C. Popescu, Ian T. Gates, Dale A. Cope
2018 J jnl
Multitemporal field-based plant height estimation using 3D point clouds generated from small unmanned aerial systems high-resolution imagery.
Int. J. Appl. Earth Obs. Geoinformation
Lonesome Malambo, Sorin C. Popescu, Seth C. Murray, Eric B. Putman, N. Ace Pugh, David W. Horne, G. Richardson, Ryan D. Sheridan, William L. Rooney, R. Avant, M. Vidrine, B. McCutchen, D. Baltensperger, M. Bishop
2016 J jnl
An IPCC-Compliant Technique for Forest Carbon Stock Assessment Using Airborne LiDAR-Derived Tree Metrics and Competition Index.
Remote. Sens.
Chinsu Lin, Gavin Thomson, Sorin C. Popescu
2015 J jnl
Modeling Forest Aboveground Biomass and Volume Using Airborne LiDAR Metrics and Forest Inventory and Analysis Data in the Pacific Northwest.
Remote. Sens.
Ryan D. Sheridan, Sorin C. Popescu, Demetrios Gatziolis, Cristine L. S. Morgan, Nian-Wei Ku
2015 J jnl
Terrestrial Laser Scanning as an Effective Tool to Retrieve Tree Level Height, Crown Width, and Stem Diameter.
Remote. Sens.
Shruthi Srinivasan, Sorin C. Popescu, Marian Eriksson, Ryan D. Sheridan, Nian-Wei Ku
2013 J jnl
Computer-based synthetic data to assess the tree delineation algorithm from airborne LiDAR survey.
GeoInformatica
Lei Wang, Andrew G. Birt, Charles W. Lafon, David M. Cairns, Robert N. Coulson, Maria D. Tchakerian, Weimin Xi, Sorin C. Popescu, James M. Guldin
2012 J jnl
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning.
Remote. Sens.
Harri Kaartinen, Juha Hyyppä, Xiaowei Yu, Mikko Vastaranta, Hannu Hyyppä, Antero Kukko, Markus Holopainen, Christian Heipke, Manuela Hirschmugl, Felix Morsdorf, Erik Næsset, Juho Pitkänen, Sorin C. Popescu, Svein Solberg, Bernd-Michael Wolf, Jee-Cheng Wu