Jinha Jung

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 41

Top Topics

Hierarchical Segmentation

Multiple Kernel

Top Venues

Comput. Electron. Agric.

Publications

Fatemeh Azimi, Jinha Jung
Automated Crop Residue Estimation via Unsupervised Techniques Using High-Resolution UAS RGB Imagery. Remote. Sens. 16 (7) (2024)
Hunsoo Song, Jinha Jung
An Unsupervised, Open-Source Workflow for 2D and 3D Building Mapping From Airborne LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Hunsoo Song, Jinha Jung
A Fully Automated and Scalable Surface Water Mapping with Topographic Airborne LiDAR Data. CoRR (2023)
Hunsoo Song, Joshua Carpenter, Jon E. Froehlich, Jinha Jung
Accessible Area Mapper for Inclusive and Sustainable Urban Mobility: A Preliminary Investigation of Airborne Point Clouds for Pathway Analysis. SuMob@SIGSPATIAL (2023)
Richard T. Roth, Kanru Chen, John R. Scott, Jinha Jung, Yang Yang, James J. Camberato, Shalamar D. Armstrong
Prediction of Cereal Rye Cover Crop Biomass and Nutrient Accumulation Using Multi-Temporal Unmanned Aerial Vehicle Based Visible-Spectrum Vegetation Indices. Remote. Sens. 15 (3) (2023)
Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung
Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Hunsoo Song, Jinha Jung
An Object-Based Ground Filtering of Airborne LiDAR Data for Large-Area DTM Generation. Remote. Sens. 15 (16) (2023)
Hunsoo Song, Gaia Cervini, Jinha Jung
Assessment of Local Climate Zone Products via Simplified Classification Rule with 3D Building Maps. CoRR (2023)
Minyoung Jung, Jinha Jung
A Scalable Method to Improve Large-Scale Lidar Topographic Differencing Results. Remote. Sens. 15 (17) (2023)
Hunsoo Song, Gaia Cervini, Jinha Jung
Assessment of Local Climate Zone Products Via Simplified Classification Rule with 3D Building Maps. IGARSS (2023)
Sungchan Oh, Jinha Jung, Guofan Shao, Gang Shao, Joey Gallion, Songlin Fei
High-Resolution Canopy Height Model Generation and Validation Using USGS 3DEP LiDAR Data in Indiana, USA. Remote. Sens. 14 (4) (2022)
Hunsoo Song, Jinha Jung
A new explainable DTM generation algorithm with airborne LIDAR data: grounds are smoothly connected eventually. CoRR (2022)
Joshua Carpenter, Jinha Jung, Sungchan Oh, Brady S. Hardiman, Songlin Fei
An Unsupervised Canopy-to-Root Pathing (UCRP) Tree Segmentation Algorithm for Automatic Forest Mapping. Remote. Sens. 14 (17) (2022)
Tianyi Wang, Ambika Chandra, Jinha Jung, Anjin Chang
UAV remote sensing based estimation of green cover during turfgrass establishment. Comput. Electron. Agric. 194 (2022)
Hunsoo Song, Jinha Jung
Towards an unsupervised large-scale 2D and 3D building mapping with LiDAR. CoRR (2022)
Hunsoo Song, Jinha Jung
Challenges in building extraction from airborne LiDAR data: ground-truth, building boundaries, and evaluation metrics. SIGSPATIAL/GIS (2022)
Mahendra Bhandari, Shannon Baker, Jackie C. Rudd, Amir M. H. Ibrahim, Anjin Chang, Qingwu Xue, Jinha Jung, Juan Landivar, Brent Auvermann
Assessing the Effect of Drought on Winter Wheat Growth Using Unmanned Aerial System (UAS)-Based Phenotyping. Remote. Sens. 13 (6) (2021)
Anjin Chang, Jinha Jung, Junho Yeom, Juan Landivar
3D Characterization of Sorghum Panicles Using a 3D Point Cloud Derived from UAV Imagery. Remote. Sens. 13 (2) (2021)
Anjin Chang, Jinha Jung, Jose Landivar, Juan Landivar, Bryan Barker, Rajib Ghosh
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. 10 (10) (2021)
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
Tar Spot Disease Quantification Using Unmanned Aircraft Systems (UAS) Data. Remote. Sens. 13 (13) (2021)
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan Landivar, Juan Enciso, Carlos A. Avila, Juan R. Anciso
Unmanned Aircraft System- (UAS-) Based High-Throughput Phenotyping (HTP) for Tomato Yield Estimation. J. Sensors 2021 (2021)
Sungchan Oh, Anjin Chang, Akash Ashapure, Jinha Jung, Nothabo Dube, Murilo M. Maeda, Daniel Gonzalez, Juan Landivar
Plant Counting of Cotton from UAS Imagery Using Deep Learning-Based Object Detection Framework. Remote. Sens. 12 (18) (2020)
Anjin Chang, Junho Yeom, Jinha Jung, Juan Landivar
Comparison of Canopy Shape and Vegetation Indices of Citrus Trees Derived from UAV Multispectral Images for Characterization of Citrus Greening Disease. Remote. Sens. 12 (24) (2020)
Sungchan Oh, Da-Young Lee, Carlos Gongora-Canul, Andres Cruz-Sancan, Akash Ashapure, Mariela Fernández, Darcy Telenko, Jinha Jung, Christian Cruz
Estimation of Visual Rating of TAR Spot Disease of Corn Using Unmanned Aerial Systems (UAS) Data and Machine Learning Techniques. IGARSS (2020)
Akash Ashapure, Jinha Jung, Sungchan Oh, Anjin Chang, Nothabo Dube, Juan Landivar
Combining UAS and Sentinel-2 Data to Estimate Canopy Parameters of a Cotton Crop Using Machine Learning. IGARSS (2020)
Mahendra Bhandari, Amir M. H. Ibrahim, Qingwu Xue, Jinha Jung, Anjin Chang, Jackie C. Rudd, Murilo M. Maeda, Nithya Rajan, Haly Neely, Juan Landivar
Assessing winter wheat foliage disease severity using aerial imagery acquired from small Unmanned Aerial Vehicle (UAV). Comput. Electron. Agric. 176 (2020)
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan Landivar, Henrique D. R. Carvalho, Junho Yeom
Measurement of Cotton Canopy Temperature Using Radiometric Thermal Sensor Mounted on the Unmanned Aerial Vehicle (UAV). J. Sensors 2020 (2020)
Juan Enciso, Carlos A. Avila, Jinha Jung, Sheren Elsayed-Farag, Anjin Chang, Junho Yeom, Juan Landivar, Murilo M. Maeda, Jose C. Chavez
Validation of agronomic UAV and field measurements for tomato varieties. Comput. Electron. Agric. 158 (2019)
Junho Yeom, Jinha Jung, Anjin Chang, Akash Ashapure, Murilo M. Maeda, Andrea Maeda, Juan Landivar
Comparison of Vegetation Indices Derived from UAV Data for Differentiation of Tillage Effects in Agriculture. Remote. Sens. 11 (13) (2019)
Youkyung Han, Jaewan Choi, Jinha Jung, Anjin Chang, Sungchan Oh, Junho Yeom
Automated Coregistration of Multisensor Orthophotos Generated from Unmanned Aerial Vehicle Platforms. J. Sensors 2019 (2019)
Junho Yeom, Youkyung Han, Anjin Chang, Jinha Jung
Hurricane Building Damage Assessment using Post-Disaster UAV Data. IGARSS (2019)
Akash Ashapure, Jinha Jung, Anjin Chang, Sungchan Oh, Murilo M. Maeda, Juan Landivar
A Comparative Study of RGB and Multispectral Sensor-Based Cotton Canopy Cover Modelling Using Multi-Temporal UAS Data. Remote. Sens. 11 (23) (2019)
Jinha Jung, Murilo M. Maeda, Anjin Chang, Juan Landivar, Junho Yeom, Joshua McGinty
Unmanned aerial system assisted framework for the selection of high yielding cotton genotypes. Comput. Electron. Agric. 152 (2018)
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
Automated Open Cotton Boll Detection for Yield Estimation Using Unmanned Aircraft Vehicle (UAV) Data. Remote. Sens. 10 (12) (2018)
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) (2018)
Juan Enciso, Murilo M. Maeda, Juan Landivar, Jinha Jung, Anjin Chang
A ground based platform for high throughput phenotyping. Comput. Electron. Agric. 141 (2017)
Anjin Chang, Jinha Jung, Murilo M. Maeda, Juan Landivar
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS). Comput. Electron. Agric. 141 (2017)
Anjin Chang, Jinha Jung, Junho Yeom, Murilo M. Maeda, Juan Landivar
Sorghum panicle extraction from unmanned aerial system data. IGARSS (2017)
Junho Yeom, Jinha Jung, Anjin Chang, Murilo M. Maeda, Juan Landivar
Cotton growth modeling using unmanned aerial vehicle vegetation indices. IGARSS (2017)
Akash Ashapure, Anand Mehta, Onkar Dikshit, Jinha Jung
Ensemble classifier based training data refinement technique for classification of remotely sensed optical images. IGARSS (2017)
Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Jinha Jung, Edoardo Pasolli, Saurabh Prasad, James C. Tilton, Melba M. Crawford
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. 7 (2) (2014)
Jinha Jung, Burak K. Pekin, Bryan C. Pijanowski
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. 6 (6) (2013)
Jinha Jung, Melba M. Crawford
Extraction of Features From LIDAR Waveform Data for Characterizing Forest Structure. IEEE Geosci. Remote. Sens. Lett. 9 (3) (2012)
Jinha Jung, Melba M. Crawford
A Two-Stage Approach for Decomposition of ICESat Waveforms. IGARSS (3) (2008)