Seuraa
Dalton Lunga
Dalton Lunga
Oak Ridge National Laboratory
Vahvistettu sähköpostiosoite verkkotunnuksessa ornl.gov
Nimike
Viittaukset
Viittaukset
Vuosi
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
3672013
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
2352018
Change detection using deep learning approach with object-based image analysis
T Liu, L Yang, D Lunga
Remote Sensing of Environment 256, 112308, 2021
1262021
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
962020
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
562019
Spherical stochastic neighbor embedding of hyperspectral data
D Lunga, O Ersoy
IEEE Transactions on Geoscience and Remote Sensing 51 (2), 857-871, 2012
562012
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
532018
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
512020
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
492020
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
402022
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
372019
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
292006
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
222021
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
222018
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
202021
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
182024
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
182019
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
182017
Multidimensional artificial field embedding with spatial sensitivity
D Lunga, O Ersoy
IEEE Transactions on Geoscience and Remote Sensing 52 (2), 1518-1532, 2013
182013
Model assumptions and data characteristics: Impacts on domain adaptation in building segmentation
P Dias, Y Tian, S Newsam, A Tsaris, J Hinkle, D Lunga
IEEE Transactions on Geoscience and Remote Sensing 60, 1-18, 2022
132022
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Artikkelit 1–20