Jinha Jung

53 papers C 7Journal 43Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Data-to-Science (D2S): An open-source ecosystem for collaborative geospatial data science research.
J. Open Source Softw.
Minyoung Jung, Benjamin G. Hancock, Zhenyu C. Qian, Na Zhuo, Ziqian Gong, Jarrod S. Doucette, Jinha Jung
2025 J jnl
Integrating Sparse LiDAR and Multisensor Time-Series Imagery From Spaceborne Platforms for Deriving Localized Canopy Height Model.
IEEE Trans. Geosci. Remote. Sens.
Arnav Goel, Hunsoo Song, Jinha Jung
2025 J jnl
Unmanned aerial system and machine learning driven Digital-Twin framework for in-season cotton growth forecasting.
Comput. Electron. Agric.
Pankaj Pal, Juan Landivar-Bowles, Jose Luis Landivar-Scott, Nick Duffield, Kevin J. Nowka, Jinha Jung, Anjin Chang, Kiju Lee, Lei Zhao, Mahendra Bhandari
2024 J jnl
An Unsupervised, Open-Source Workflow for 2D and 3D Building Mapping From Airborne LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hunsoo Song, Jinha Jung
2024 J jnl
Automated Crop Residue Estimation via Unsupervised Techniques Using High-Resolution UAS RGB Imagery.
Remote. Sens.
Fatemeh Azimi, Jinha Jung
2024 J jnl
Cadastral-to-Agricultural: A Study on the Feasibility of Using Cadastral Parcels for Agricultural Land Parcel Delineation.
Remote. Sens.
Han Sae Kim, Hunsoo Song, Jinha Jung
2024 J jnl
Cloud Detection Using a UNet3+ Model with a Hybrid Swin Transformer and EfficientNet (UNet3+STE) for Very-High-Resolution Satellite Imagery.
Remote. Sens.
Jaewan Choi, Doochun Seo, Jinha Jung, Youkyung Han, Jaehong Oh, Changno Lee
2024 J jnl
Tree Species Classification from UAV Canopy Images with Deep Learning Models.
Remote. Sens.
Yunmei Huang, Botong Ou, Kexin Meng, Baijian Yang, Joshua Carpenter, Jinha Jung, Songlin Fei
2024 J jnl
UAV-Based Phenotyping: A Non-Destructive Approach to Studying Wheat Growth Patterns for Crop Improvement and Breeding Programs.
Remote. Sens.
Sabahat Zahra, Henry Ruiz, Jinha Jung, Tyler Adams
2023 J jnl
A Fully Automated and Scalable Surface Water Mapping with Topographic Airborne LiDAR Data.
CoRR
Hunsoo Song, Jinha Jung
2023 J jnl
A Scalable Method to Improve Large-Scale Lidar Topographic Differencing Results.
Remote. Sens.
Minyoung Jung, Jinha Jung
2023 — conf
Accessible Area Mapper for Inclusive and Sustainable Urban Mobility: A Preliminary Investigation of Airborne Point Clouds for Pathway Analysis.
SuMob@SIGSPATIAL
Hunsoo Song, Joshua Carpenter, Jon E. Froehlich, Jinha Jung
2023 J jnl
An Object-Based Ground Filtering of Airborne LiDAR Data for Large-Area DTM Generation.
Remote. Sens.
Hunsoo Song, Jinha Jung
2023 C conf
Assessment of Local Climate Zone Products Via Simplified Classification Rule with 3D Building Maps.
IGARSS
Hunsoo Song, Gaia Cervini, Jinha Jung
2023 J jnl
Assessment of Local Climate Zone Products via Simplified Classification Rule with 3D Building Maps.
CoRR
Hunsoo Song, Gaia Cervini, Jinha Jung
2023 J jnl
Prediction of Cereal Rye Cover Crop Biomass and Nutrient Accumulation Using Multi-Temporal Unmanned Aerial Vehicle Based Visible-Spectrum Vegetation Indices.
Remote. Sens.
Richard T. Roth, Kanru Chen, John R. Scott, Jinha Jung, Yang Yang, James J. Camberato, Shalamar D. Armstrong
2023 J jnl
Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung
2022 J jnl
A new explainable DTM generation algorithm with airborne LIDAR data: grounds are smoothly connected eventually.
CoRR
Hunsoo Song, Jinha Jung
2022 J jnl
An Unsupervised Canopy-to-Root Pathing (UCRP) Tree Segmentation Algorithm for Automatic Forest Mapping.
Remote. Sens.
Joshua Carpenter, Jinha Jung, Sungchan Oh, Brady S. Hardiman, Songlin Fei
2022 — conf
Challenges in building extraction from airborne LiDAR data: ground-truth, building boundaries, and evaluation metrics.
SIGSPATIAL/GIS
Hunsoo Song, Jinha Jung
2022 J jnl
High-Resolution Canopy Height Model Generation and Validation Using USGS 3DEP LiDAR Data in Indiana, USA.
Remote. Sens.
Sungchan Oh, Jinha Jung, Guofan Shao, Gang Shao, Joey Gallion, Songlin Fei
2022 J jnl
Towards an unsupervised large-scale 2D and 3D building mapping with LiDAR.
CoRR
Hunsoo Song, Jinha Jung
2022 J jnl
UAV remote sensing based estimation of green cover during turfgrass establishment.
Comput. Electron. Agric.
Tianyi Wang, Ambika Chandra, Jinha Jung, Anjin Chang
2021 J jnl
3D Characterization of Sorghum Panicles Using a 3D Point Cloud Derived from UAV Imagery.
Remote. Sens.
Anjin Chang, Jinha Jung, Junho Yeom, Juan Landivar
2021 J jnl
Assessing the Effect of Drought on Winter Wheat Growth Using Unmanned Aerial System (UAS)-Based Phenotyping.
Remote. Sens.
Mahendra Bhandari, Shannon Baker, Jackie C. Rudd, Amir M. H. Ibrahim, Anjin Chang, Qingwu Xue, Jinha Jung, Juan Landivar, Brent Auvermann
2021 J jnl
Performance Evaluation of Parallel Structure from Motion (SfM) Processing with Public Cloud Computing and an On-Premise Cluster System for UAS Images in Agriculture.
ISPRS Int. J. Geo Inf.
Anjin Chang, Jinha Jung, Jose Luis Landivar-Scott, Juan Landivar, Bryan Barker, Rajib Ghosh
2021 J jnl
Tar Spot Disease Quantification Using Unmanned Aircraft Systems (UAS) Data.
Remote. Sens.
Sungchan Oh, Da-Young Lee, Carlos Gongora-Canul, Akash Ashapure, Joshua Carpenter, Andres Cruz-Sancan, Mariela Fernández, Brenden Z. Lane, Darcy Telenko, Jinha Jung, Christian Cruz
2021 J jnl
Unmanned Aircraft System- (UAS-) Based High-Throughput Phenotyping (HTP) for Tomato Yield Estimation.
J. Sensors
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan A. Landivar, Juan Enciso, Carlos A. Avila, Juan R. Anciso
2020 J jnl
Assessing winter wheat foliage disease severity using aerial imagery acquired from small Unmanned Aerial Vehicle (UAV).
Comput. Electron. Agric.
Mahendra Bhandari, Amir M. H. Ibrahim, Qingwu Xue, Jinha Jung, Anjin Chang, Jackie C. Rudd, Murilo M. Maeda, Nithya Rajan, Haly Neely, Juan Landivar
2020 C conf
Combining UAS and Sentinel-2 Data to Estimate Canopy Parameters of a Cotton Crop Using Machine Learning.
IGARSS
Akash Ashapure, Jinha Jung, Sungchan Oh, Anjin Chang, Nothabo Dube, Juan Landivar
2020 J jnl
Comparison of Canopy Shape and Vegetation Indices of Citrus Trees Derived from UAV Multispectral Images for Characterization of Citrus Greening Disease.
Remote. Sens.
Anjin Chang, Junho Yeom, Jinha Jung, Juan Landivar
2020 C conf
Estimation of Visual Rating of TAR Spot Disease of Corn Using Unmanned Aerial Systems (UAS) Data and Machine Learning Techniques.
IGARSS
Sungchan Oh, Da-Young Lee, Carlos Gongora-Canul, Andres Cruz-Sancan, Akash Ashapure, Mariela Fernández, Darcy Telenko, Jinha Jung, Christian Cruz
2020 J jnl
Measurement of Cotton Canopy Temperature Using Radiometric Thermal Sensor Mounted on the Unmanned Aerial Vehicle (UAV).
J. Sensors
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan A. Landivar, Henrique D. R. Carvalho, Junho Yeom
2020 J jnl
Plant Counting of Cotton from UAS Imagery Using Deep Learning-Based Object Detection Framework.
Remote. Sens.
Sungchan Oh, Anjin Chang, Akash Ashapure, Jinha Jung, Nothabo Dube, Murilo M. Maeda, Daniel Gonzalez, Juan Landivar
2019 J jnl
A Comparative Study of RGB and Multispectral Sensor-Based Cotton Canopy Cover Modelling Using Multi-Temporal UAS Data.
Remote. Sens.
Akash Ashapure, Jinha Jung, Anjin Chang, Sungchan Oh, Murilo M. Maeda, Juan Landivar
2019 J jnl
Automated Coregistration of Multisensor Orthophotos Generated from Unmanned Aerial Vehicle Platforms.
J. Sensors
Youkyung Han, Jaewan Choi, Jinha Jung, Anjin Chang, Sungchan Oh, Junho Yeom
2019 J jnl
Comparison of Vegetation Indices Derived from UAV Data for Differentiation of Tillage Effects in Agriculture.
Remote. Sens.
Junho Yeom, Jinha Jung, Anjin Chang, Akash Ashapure, Murilo M. Maeda, Andrea Maeda, Juan Landivar
2019 C conf
Hurricane Building Damage Assessment using Post-Disaster UAV Data.
IGARSS
Junho Yeom, Youkyung Han, Anjin Chang, Jinha Jung
2019 J jnl
Validation of agronomic UAV and field measurements for tomato varieties.
Comput. Electron. Agric.
Juan Enciso, Carlos A. Avila, Jinha Jung, Sheren Elsayed-Farag, Anjin Chang, Junho Yeom, Juan Landivar, Murilo M. Maeda, Jose C. Chavez
2018 J jnl
Automated Open Cotton Boll Detection for Yield Estimation Using Unmanned Aircraft Vehicle (UAV) Data.
Remote. Sens.
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
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
Unmanned aerial system assisted framework for the selection of high yielding cotton genotypes.
Comput. Electron. Agric.
Jinha Jung, Murilo M. Maeda, Anjin Chang, Juan Landivar, Junho Yeom, Joshua McGinty
2017 J jnl
A ground based platform for high throughput phenotyping.
Comput. Electron. Agric.
Juan Enciso, Murilo M. Maeda, Juan Landivar, Jinha Jung, Anjin Chang
2017 C conf
Cotton growth modeling using unmanned aerial vehicle vegetation indices.
IGARSS
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
2017 J jnl
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS).
Comput. Electron. Agric.
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan Landivar
2017 C conf
Ensemble classifier based training data refinement technique for classification of remotely sensed optical images.
IGARSS
Akash Ashapure, Anand Mehta, Onkar Dikshit, Jinha Jung
2017 C conf
Sorghum panicle extraction from unmanned aerial system data.
IGARSS
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan Landivar
2015 J jnl
Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
2014 J jnl
A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jinha Jung, Edoardo Pasolli, Saurabh Prasad, James C. Tilton, Melba M. Crawford
2013 J jnl
Mapping Open Space in an Old-Growth, Secondary-Growth, and Selectively-Logged Tropical Rainforest Using Discrete Return LIDAR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jinha Jung, Burak K. Pekin, Bryan C. Pijanowski
2012 J jnl
Extraction of Features From LIDAR Waveform Data for Characterizing Forest Structure.
IEEE Geosci. Remote. Sens. Lett.
Jinha Jung, Melba M. Crawford
2008 — conf
A Two-Stage Approach for Decomposition of ICESat Waveforms.
IGARSS (3)
Jinha Jung, Melba M. Crawford
2008 J jnl
Task scheduling algorithm using minimized duplications in homogeneous systems.
J. Parallel Distributed Comput.
Kwangsik Shin, MyongJin Cha, MunSuck Jang, Jinha Jung, Wanoh Yoon, Sangbang Choi