Dalton Lunga

Навело

	Све	Од 2020
Наводи	1568	1176
h-индекс	18	15
i10-индекс	23	21

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Коаутори

Hsiuhan Lexie YangOak Ridge National LaboratoryВерификована је имејл адреса на ornl.gov
Budhendra BhaduriOak Ridge National LaboratoryВерификована је имејл адреса на ornl.gov
Amy RoseTechnical Director, Overture Maps FoundationВерификована је имејл адреса на overturemaps.org
Shawn NewsamUniversity of California, MercedВерификована је имејл адреса на ucmerced.edu
Jiangye YuanDeepMirrorВерификована је имејл адреса на deepmirror.com
Song GaoAssociate Professor of Geographic Information Science, University of Wisconsin-Madison; AAG FellowВерификована је имејл адреса на wisc.edu
Robert N StewartScientist, Oak Ridge National Laboratory, Geography Professor, UTKВерификована је имејл адреса на ornl.gov
Yingjie HuAssociate Professor of Geographic Information Science, University at BuffaloВерификована је имејл адреса на buffalo.edu
Saurabh PrasadProfessor, University of HoustonВерификована је имејл адреса на central.uh.edu
Eric WeberSenior Data Scientist, HDRВерификована је имејл адреса на hdrinc.com
Jonathan GerrandPhD candidate in Computer Science, University of the WitwatersrandВерификована је имејл адреса на students.wits.ac.za
Lyndon EstesAssociate Professor, Graduate School of Geography, Clark UniversityВерификована је имејл адреса на clarku.edu
Tshilidzi Marwala (チリツィマルワラ)Rector of the United Nations UniversityВерификована је имејл адреса на unu.edu
Jibonananda SanyalNational Renewable Energy LaboratoryВерификована је имејл адреса на nrel.gov
Mark ColettiStaff Scientist, Oak Ridge National LaboratoryВерификована је имејл адреса на ornl.gov
Dilip PatlollaR & D, Oak Ridge National LaboratoryВерификована је имејл адреса на ornl.gov
Quentin WilliamsOxford University, CSIRВерификована је имејл адреса на csir.co.za
Shabir A. MadhiUniversity of the WitwatersrandВерификована је имејл адреса на wits.ac.za
Sergey KirshnerCTO, Stealth

Прати

Dalton Lunga

Oak Ridge National Laboratory

Верификована је имејл адреса на ornl.gov

Machine Learning Deep Learning Computer Vision Geospatial Applications


Наслов Сортирај по наводима Сортирај по години Сортирај по наслову	Навело Навело	Година
Manifold-learning-based feature extraction for classification of hyperspectral data: A review of advances in manifold learning D Lunga, S Prasad, MM Crawford, O Ersoy IEEE Signal Processing Magazine 31 (1), 55-66, 2013	371	2013
Building extraction at scale using convolutional neural network: Mapping of the united states HL Yang, J Yuan, D Lunga, M Laverdiere, A Rose, B Bhaduri IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018	235	2018
Change detection using deep learning approach with object-based image analysis T Liu, L Yang, D Lunga Remote Sensing of Environment 256, 112308, 2021	127	2021
Accounting for training data error in machine learning applied to earth observations A Elmes, H Alemohammad, R Avery, K Caylor, JR Eastman, L Fishgold, ... Remote Sensing 12 (6), 1034, 2020	98	2020
GeoAI at ACM SIGSPATIAL: progress, challenges, and future directions Y Hu, S Gao, D Lunga, W Li, S Newsam, B Bhaduri Sigspatial Special 11 (2), 5-15, 2019	56	2019
Spherical stochastic neighbor embedding of hyperspectral data D Lunga, O Ersoy IEEE Transactions on Geoscience and Remote Sensing 51 (2), 857-871, 2012	56	2012
Domain-adapted convolutional networks for satellite image classification: A large-scale interactive learning workflow D Lunga, HL Yang, A Reith, J Weaver, J Yuan, B Bhaduri IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018	53	2018
Apache spark accelerated deep learning inference for large scale satellite image analytics D Lunga, J Gerrand, L Yang, C Layton, R Stewart IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020	51	2020
Electricity consumption patterns within cities: application of a data-driven settlement characterization method PKR Chowdhury, JE Weaver, EM Weber, D Lunga, MLD St Thomas, ... International Journal of Digital Earth, 2020	51	2020
Spacenet 8-the detection of flooded roads and buildings R Hänsch, J Arndt, D Lunga, M Gibb, T Pedelose, A Boedihardjo, D Petrie, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022	41	2022
Large scale unsupervised domain adaptation of segmentation networks with adversarial learning X Deng, HL Yang, N Makkar, D Lunga IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019	37	2019
Online forecasting of stock market movement direction using the improved incremental algorithm D Lunga, T Marwala International Conference on Neural Information Processing, 440-449, 2006	30	2006
Large-scale classification of urban structural units from remote sensing imagery J Arndt, D Lunga IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021	23	2021
A comparison of machine learning techniques to extract human settlements from high resolution imagery J Weaver, B Moore, A Reith, J McKee, D Lunga IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018	22	2018
ReSFlow: A remote sensing imagery data-flow for improved model generalization D Lunga, J Arndt, J Gerrand, R Stewart IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021	21	2021
A five-year milestone: reflections on advances and limitations in GeoAI research Y Hu, M Goodchild, AX Zhu, M Yuan, O Aydin, B Bhaduri, S Gao, W Li, ... Annals of GIS 30 (1), 1-14, 2024	18	2024
GeoAI 2018 workshop report the 2nd ACM SIGSPATIAL international workshop on GeoAI: AI for geographic knowledge discovery seattle, WA, USA-November 6, 2018 Y Hu, S Gao, S Newsam, D Lunga SIGSPATIAL special 10 (3), 16-16, 2019	18	2019
Toward country scale building detection with convolutional neural network using aerial images HL Yang, D Lunga, J Yuan 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017	18	2017
Multidimensional artificial field embedding with spatial sensitivity D Lunga, O Ersoy IEEE Transactions on Geoscience and Remote Sensing 52 (2), 1518-1532, 2013	18	2013
Deepspeed4science initiative: Enabling large-scale scientific discovery through sophisticated ai system technologies SL Song, B Kruft, M Zhang, C Li, S Chen, C Zhang, M Tanaka, X Wu, ... arXiv preprint arXiv:2310.04610, 2023	13	2023

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