Hsiuhan Lexie Yang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Image Classification

Active Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Hsiuhan Lexie Yang, Nikhil Makkar, Melanie Laverdiere, Amy N. Rose
Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung
Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Nikhil Makkar, Hsiuhan Lexie Yang, Saurabh Prasad
Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. CoRR (2022)
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. ACM SIGSPATIAL Special 13 (2021)
Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang
An adaptive adversarial domain adaptation approach for corn yield prediction. Comput. Electron. Agric. 187 (2021)
Nikhil Makkar, Hsiuhan Lexie Yang
Entropy and Boundary Based Adversarial Learning for Large Scale Unsupervised Domain Adaptation. IGARSS (2020)
Melanie Laverdiere, Hsiuhan Lexie Yang, Mark Tuttle, Chris Vaughan
Rapid Structure Detection in Support of Disaster Response: A Case Study of the 2018 Kilauea Volcano Eruption. IGARSS (2020)
Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Tao Liu, Hsiuhan Lexie Yang
A Fully Automatic Method for Rapidly Mapping Impacted Area by Natural Disaster. IGARSS (2020)
Xueqing Deng, Hsiuhan Lexie Yang, Nikhil Makkar, Dalton D. Lunga
Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning. IGARSS (2019)
Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. CoRR (2019)
Tao Liu, Hsiuhan Lexie Yang, Dalton D. Lunga
Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis. SIGSPATIAL/GIS (2019)
Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose
Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer. Concurr. Comput. Pract. Exp. 31 (20) (2019)
Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra Bhaduri
Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Benjamin Swan, Melanie Laverdiere, Hsiuhan Lexie Yang
How Good is Good Enough?: Quantifying the Effects of Training Set Quality. GeoAI@SIGSPATIAL (2018)
Dalton D. Lunga, Hsiuhan Lexie Yang, Andrew Reith, Jeanette E. Weaver, Jiangye Yuan, Budhendra L. Bhaduri
Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra L. Bhaduri
Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States. CoRR (2018)
Hsiuhan Lexie Yang, Dalton D. Lunga, Jiangye Yuan
Toward country scale building detection with convolutional neural network using aerial images. IGARSS (2017)
Dalton D. Lunga, Dilip R. Patlolla, Hsiuhan Lexie Yang, Jeanette E. Weaver, Budhendra L. Bhaduri
Exploiting convolutional representations for multiscale human settlement detection: Preliminary results. IGARSS (2017)
Ayman Habib, Weifeng Xiong, Fangning He, Hsiuhan Lexie Yang, Melba M. Crawford
Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (1) (2017)
Zhou Zhang, Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
Multimetric Active Learning for Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 13 (7) (2016)
Hsiuhan Lexie Yang, Melba M. Crawford
Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (2) (2016)
Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 54 (4) (2016)
Hsiuhan Lexie Yang, Melba M. Crawford
Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 54 (1) (2016)
Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (2) (2015)
Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford
Spatial context driven manifold learning for hyperspectral image classification. WHISPERS (2014)
Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
Combining active and metric learning for hyperspectral image classification. WHISPERS (2014)
Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford
Multiple kernel active learning for robust geo-spatial image analysis. IGARSS (2013)
Melba M. Crawford, Devis Tuia, Hsiuhan Lexie Yang
Active Learning: Any Value for Classification of Remotely Sensed Data? Proc. IEEE 101 (3) (2013)
Hsiuhan Lexie Yang, Melba M. Crawford
Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification. IGARSS (2013)
Hsiuhan Lexie Yang, Melba M. Crawford
Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds. IGARSS (2012)
Hsiuhan Lexie Yang, Melba M. Crawford
Manifold alignment for multitemporal hyperspectral image classification. IGARSS (2011)
Hsiuhan Lexie Yang, Melba M. Crawford
Manifold alignment for classification of multitemporal hyperspectral data. WHISPERS (2011)