Hsiuhan Lexie Yang
Title
Cited by
Cited by
Year
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
1712013
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
802018
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
692014
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
682016
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
452016
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
432016
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
322018
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
252016
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
252016
Manifold alignment for multitemporal hyperspectral image classification
HL Yang, MM Crawford
2011 IEEE International Geoscience and Remote Sensing Symposium, 4332-4335, 2011
232011
Exploiting deep learning and volunteered geographic information for mapping buildings in Kano, Nigeria
J Yuan, PKR Chowdhury, J McKee, HL Yang, J Weaver, B Bhaduri
Scientific data 5 (1), 1-8, 2018
142018
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
142018
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
132016
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
122017
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
112020
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
102012
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
92019
Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification
HL Yang, MM Crawford
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 1047 …, 2013
92013
Multiple kernel active learning for robust geo-spatial image analysis
HL Yang, Y Zhang, S Prasad, M Crawford
2013 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2013
82013
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
62014
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