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ORCIDSorin C. Popescu
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Journal Articles
- 2024
[j24]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:
AI-Driven Computer Vision Detection of Cotton in Corn Fields Using UAS Remote Sensing Data and Spot-Spray Application. Remote. Sens. 16(15): 2754 (2024)- 2023
- [j23]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:
Detecting volunteer cotton plants in a corn field with deep learning on UAV remote-sensing imagery. Comput. Electron. Agric. 204: 107551 (2023) - [j22]Lonesome Malambo, Sorin C. Popescu, Meng Liu:
Landsat-Scale Regional Forest Canopy Height Mapping Using ICESat-2 Along-Track Heights: Case Study of Eastern Texas. Remote. Sens. 15(1): 1 (2023) - [j21]Lana L. Narine, Sorin C. Popescu, Lonesome Malambo:
A Methodological Framework for Mapping Canopy Cover Using ICESat-2 in the Southern USA. Remote. Sens. 15(6): 1548 (2023) - [j20]Lonesome Malambo, Sorin C. Popescu:
Image to Image Deep Learning for Enhanced Vegetation Height Modeling in Texas. Remote. Sens. 15(22): 5391 (2023) - [j19]Emre Akturk, Sorin C. Popescu, Lonesome Malambo:
ICESat-2 for Canopy Cover Estimation at Large-Scale on a Cloud-Based Platform. Sensors 23(7): 3394 (2023) - 2022
- [j18]Horia G. Olariu, Lonesome Malambo, Sorin C. Popescu, Clifton Virgil, Bradford P. Wilcox:
Woody Plant Encroachment: Evaluating Methodologies for Semiarid Woody Species Classification from Drone Images. Remote. Sens. 14(7): 1665 (2022) - 2021
- [j17]Nian-Wei Ku, Sorin C. Popescu, Marian Eriksson:
Regionalization of an Existing Global Forest Canopy Height Model for Forests of the Southern United States. Remote. Sens. 13(9): 1722 (2021) - 2020
- [j16]Meng Liu, Sorin C. Popescu, Lonesome Malambo:
Feasibility of Burned Area Mapping Based on ICESAT-2 Photon Counting Data. Remote. Sens. 12(1): 24 (2020) - [j15]Lana L. Narine, Sorin C. Popescu, Lonesome Malambo:
Using ICESat-2 to Estimate and Map Forest Aboveground Biomass: A First Example. Remote. Sens. 12(11): 1824 (2020) - [j14]Lonesome Malambo, Sorin C. Popescu:
PhotonLabeler: An Inter-Disciplinary Platform for Visual Interpretation and Labeling of ICESat-2 Geolocated Photon Data. Remote. Sens. 12(19): 3168 (2020) - 2019
- [j13]Lana L. Narine, Sorin C. Popescu, Lonesome Malambo:
Synergy of ICESat-2 and Landsat for Mapping Forest Aboveground Biomass with Deep Learning. Remote. Sens. 11(12): 1503 (2019) - [j12]Tan Zhou, Sorin C. Popescu:
waveformlidar: An R Package for Waveform LiDAR Processing and Analysis. Remote. Sens. 11(21): 2552 (2019) - [j11]Lonesome Malambo, Sorin C. Popescu, Nian-Wei Ku, William L. Rooney, Tan Zhou, Samuel Moore:
A Deep Learning Semantic Segmentation-Based Approach for Field-Level Sorghum Panicle Counting. Remote. Sens. 11(24): 2939 (2019) - 2018
- [j10]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:
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 64: 31-42 (2018) - [j9]Tan Zhou, Sorin C. Popescu, A. Michelle Lawing, Marian Eriksson, Bogdan M. Strimbu, Paul C. Bürkner:
Bayesian and Classical Machine Learning Methods: A Comparison for Tree Species Classification with LiDAR Waveform Signatures. Remote. Sens. 10(1): 39 (2018) - [j8]Tan Zhou, Sorin C. Popescu, Lonesome Malambo, Kaiguang Zhao, Keith Krause:
From LiDAR Waveforms to Hyper Point Clouds: A Novel Data Product to Characterize Vegetation Structure. Remote. Sens. 10(12): 1949 (2018) - [j7]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:
Measurement and Calibration of Plant-Height from Fixed-Wing UAV Images. Sensors 18(12): 4092 (2018) - [j6]Eric B. Putman, Sorin C. Popescu:
Automated Estimation of Standing Dead Tree Volume Using Voxelized Terrestrial Lidar Data. IEEE Trans. Geosci. Remote. Sens. 56(11): 6484-6503 (2018) - 2016
- [j5]Chinsu Lin, Gavin Thomson, Sorin C. Popescu:
An IPCC-Compliant Technique for Forest Carbon Stock Assessment Using Airborne LiDAR-Derived Tree Metrics and Competition Index. Remote. Sens. 8(6): 528 (2016) - 2015
- [j4]Ryan D. Sheridan, Sorin C. Popescu, Demetrios Gatziolis, Cristine L. S. Morgan, Nian-Wei Ku:
Modeling Forest Aboveground Biomass and Volume Using Airborne LiDAR Metrics and Forest Inventory and Analysis Data in the Pacific Northwest. Remote. Sens. 7(1): 229-255 (2015) - [j3]Shruthi Srinivasan, Sorin C. Popescu, Marian Eriksson, Ryan D. Sheridan, Nian-Wei Ku:
Terrestrial Laser Scanning as an Effective Tool to Retrieve Tree Level Height, Crown Width, and Stem Diameter. Remote. Sens. 7(2): 1877-1896 (2015) - 2013
- [j2]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:
Computer-based synthetic data to assess the tree delineation algorithm from airborne LiDAR survey. GeoInformatica 17(1): 35-61 (2013) - 2012
- [j1]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:
An International Comparison of Individual Tree Detection and Extraction Using Airborne Laser Scanning. Remote. Sens. 4(4): 950-974 (2012)
Informal and Other Publications
- 2022
- [i4]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:
Detecting Volunteer Cotton Plants in a Corn Field with Deep Learning on UAV Remote-Sensing Imagery. CoRR abs/2207.06673 (2022) - [i3]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:
Computer Vision for Volunteer Cotton Detection in a Corn Field with UAS Remote Sensing Imagery and Spot Spray Applications. CoRR abs/2207.07334 (2022) - [i2]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:
Assessing The Performance of YOLOv5 Algorithm for Detecting Volunteer Cotton Plants in Corn Fields at Three Different Growth Stages. CoRR abs/2208.00519 (2022) - [i1]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:
Plastic Contaminant Detection in Aerial Imagery of Cotton Fields with Deep Learning. CoRR abs/2212.07527 (2022)
Coauthor Index
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