| 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 | 343 | 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 | 210 | 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 | 88 | 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 | 71 | 2020 |
| Spherical stochastic neighbor embedding of hyperspectral data D Lunga, O Ersoy IEEE Transactions on Geoscience and Remote Sensing 51 (2), 857-871, 2012 | 53 | 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 | 49 | 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 | 47 | 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 | 46 | 2019 |
| 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 | 39 | 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 | 29 | 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 | 24 | 2006 |
| 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 |
| 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 | 17 | 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 | 17 | 2018 |
| 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 | 16 | 2022 |
| 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 | 16 | 2021 |
| 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 | 16 | 2019 |
| Multidimensional artificial field embedding with spatial sensitivity D Lunga, O Ersoy IEEE Transactions on Geoscience and Remote Sensing 52 (2), 1518-1532, 2013 | 16 | 2013 |
| Time series analysis using fractal theory and online ensemble classifiers D Lunga, T Marwala Australasian Joint Conference on Artificial Intelligence, 312-321, 2006 | 12 | 2006 |
| 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 | 8 | 2022 |
Hsiuhan Lexie YangOak Ridge National LaboratoryVerified email at ornl.gov
