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Hsiuhan Lexie Yang
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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
2082018
Active learning: Any value for classification of remotely sensed data?
MM Crawford, D Tuia, HL Yang
Proceedings of the IEEE 101 (3), 593-608, 2013
1972013
Ensemble multiple kernel active learning for classification of multisource remote sensing data
Y Zhang, HL Yang, S Prasad, E Pasolli, J Jung, M Crawford
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
932014
Change detection using deep learning approach with object-based image analysis
T Liu, L Yang, D Lunga
Remote Sensing of Environment 256, 112308, 2021
862021
Large-Scale Solar Panel Mapping from Aerial Images Using Deep Convolutional Networks
J Yuan, HHL Yang, OA Omitaomu, BL Bhaduri
Proc. IEEE International Workshop on Big Spatial Data 2016, 2016
822016
Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification
HL Yang, MM Crawford
IEEE Transactions on Geoscience and Remote Sensing 54 (1), 51 - 64, 2016
792016
Improving orthorectification of UAV-based push-broom scanner imagery using derived orthophotos from frame cameras
A Habib, W Xiong, F He, HL Yang, M Crawford
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
692016
Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification
HL Yang, MM Crawford
IEEE Journal of Selected Topics in Applied Earth Observations 9 (2), 543-555, 2016
562016
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
482018
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
462020
Active-metric Learning for Classification of Remotely Sensed Hyperspectral Images
E Pasolli, HL Yang, MM Crawford
IEEE Transactions on Geoscience and Remote Sensing 54 (4), 1925-1939, 2016
342016
An adaptive adversarial domain adaptation approach for corn yield prediction
Y Ma, Z Zhang, HL Yang, Z Yang
Computers and Electronics in Agriculture 187, 106314, 2021
302021
Automatic Building Energy Model Creation (AutoBEM) for Urban-Scale Energy Modeling and Assessment of Value Propositions for Electric Utilities
JR New, MB Adams, P Im, HL Yang, JC Hambrick, WE Copeland, ...
Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2018
302018
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
292019
Exploiting deep learning and volunteered geographic information for mapping buildings in Kano, Nigeria
J Yuan, PK Roy Chowdhury, J McKee, HL Yang, J Weaver, B Bhaduri
Scientific data 5 (1), 1-8, 2018
272018
Manifold alignment for multitemporal hyperspectral image classification
HL Yang, MM Crawford
2011 IEEE International Geoscience and Remote Sensing Symposium, 4332-4335, 2011
222011
Toward country scale building detection with convolutional neural network using aerial images
JY Hsiuhan Lexie Yang, Dalton Lunga
2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017
182017
Multimetric Active Learning for Classification of Remote Sensing Data
Z Zhang, E Pasolli, HL Yang, MM Crawford
IEEE Geoscience and Remote Sensing Letters 13 (7), 1007-1011, 2016
182016
Adversarial learning based discriminative domain adaptation for geospatial image analysis
N Makkar, L Yang, S Prasad
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
122021
Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds
HL Yang, MM Crawford
2012 IEEE International Geoscience and Remote Sensing Symposium, 4174-4177, 2012
112012
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Articles 1–20