Hsiuhan Lexie Yang

发表

Spatial context driven manifold learning for hyperspectral image classification

Y. Zhang, Melba M. Crawford, S. Prasad, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Combining active and metric learning for hyperspectral image classification

Edoardo Pasolli, Melba M. Crawford, Hsiuhan Lexie Yang, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification

Melba M. Crawford, Hsiuhan Lexie Yang, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow

Jiangye Yuan, Dalton Lunga, Hsiuhan Lexie Yang, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multimetric Active Learning for Classification of Remote Sensing Data

Edoardo Pasolli, Zhou Zhang, Melba M. Crawford, 2016, IEEE Geoscience and Remote Sensing Letters.

Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification

Melba M. Crawford, Hsiuhan Lexie Yang, Hsiuhan Lexie Yang, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds

Melba M. Crawford, Hsiuhan Lexie Yang, Hsiuhan Lexie Yang, 2012, 2012 IEEE International Geoscience and Remote Sensing Symposium.

Manifold alignment for classification of multitemporal hyperspectral data

Melba M. Crawford, Hsiuhan Lexie Yang, 2011, 2011 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data

Edoardo Pasolli, Melba M. Crawford, Saurabh Prasad, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Toward country scale building detection with convolutional neural network using aerial images

Jiangye Yuan, Dalton Lunga, Hsiuhan Lexie Yang, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Active Learning: Any Value for Classification of Remotely Sensed Data?

Melba M. Crawford, Devis Tuia, Hsiuhan Lexie Yang, 2013, Proceedings of the IEEE.

Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification

Melba M. Crawford, Hsiuhan Lexie Yang, Hsiuhan Lexie Yang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images

Edoardo Pasolli, Melba M. Crawford, Hsiuhan Lexie Yang, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Exploiting deep learning and volunteered geographic information for mapping buildings in Kano, Nigeria

Jiangye Yuan, Hsiuhan Lexie Yang, Jeanette E. Weaver, 2018, Scientific Data.

Manifold alignment for multitemporal hyperspectral image classification

Melba M. Crawford, Hsiuhan Lexie Yang, Hsiuhan Lexie Yang, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Performance analysis and optimization for scalable deployment of deep learning models for country‐scale settlement mapping on Titan supercomputer

Anne Berres, Kuldeep R. Kurte, Amy N. Rose, 2019, Concurr. Comput. Pract. Exp..

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States

Jiangye Yuan, Dalton Lunga, Hsiuhan Lexie Yang, 2018, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras

Melba M. Crawford, Fangning He, Weifeng Xiong, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multiple kernel active learning for robust geo-spatial image analysis

Melba M. Crawford, Saurabh Prasad, Yuhang Zhang, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.