Dalton Lunga
Dalton Lunga
Vahvistettu sähköpostiosoite verkkotunnuksessa ornl.gov
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
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
Spherical stochastic neighbor embedding of hyperspectral data
D Lunga, O Ersoy
IEEE Transactions on Geoscience and Remote Sensing 51 (2), 857-871, 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
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
Multidimensional artificial field embedding with spatial sensitivity
D Lunga, O Ersoy
IEEE transactions on geoscience and remote sensing 52 (2), 1518-1532, 2013
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
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
Time series analysis using fractal theory and online ensemble classifiers
D Lunga, T Marwala
Australasian Joint Conference on Artificial Intelligence, 312-321, 2006
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, 2019
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, SD Newsam, DD Lunga
ACM SIGSPATIAL Special 10 (3), 16, 2018
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
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
Spherical nearest neighbor classification: Application to hyperspectral data
D Lunga, O Ersoy
International Workshop on Machine Learning and Data Mining in Pattern …, 2011
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
Spatial context driven manifold learning for hyperspectral image classification
Y Zhang, HL Yang, D Lunga, S Prasad, M Crawford
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
Unsupervised classification of hyperspectral images on spherical manifolds
D Lunga, O Ersoy
Industrial Conference on Data Mining, 134-146, 2011
Paediatric frontal chest radiograph screening with fine-tuned convolutional neural networks
J Gerrand, Q Williams, D Lunga, A Pantanowitz, S Madhi, N Mahomed
Annual Conference on Medical Image Understanding and Analysis, 850-861, 2017
Kent mixture model for classification of remote sensing data on spherical manifolds
D Lunga, O Ersoy
2011 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-7, 2011
Generating similar graphs from spherical features
D Lunga, S Kirshner
arXiv preprint arXiv:1105.2965, 2011
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Artikkelit 1–20