Hsiuhan Lexie Yang

According to our database, Hsiuhan Lexie Yang authored at least 45 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction.

Hsiuhan Lexie Yang, Nikhil Makkar, Melanie Laverdiere, Amy N. Rose

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies.

Jacob Arndt, Jason Wohlgemuth, Hsiuhan Lexie Yang, Jordan Bowman, Dalton D. Lunga, Dawn King

IEEE Geosci. Remote. Sens. Lett., 2024

Efficient Extraction Of Building Elevation Attributes For Flood Risk Management Using Airborne LiDAR Data.

Hunsoo Song, Hsiuhan Lexie Yang

Proceedings of the IGARSS 2024, 2024

OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery.

Philipe A. Dias, Aristeidis Tsaris, Jordan Bowman, Abhishek Potnis, Jacob Arndt, Hsiuhan Lexie Yang, Dalton D. Lunga

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification.

Daniel S. Adams, Taylor Hauser, Hsiuhan Lexie Yang, Peter Li

Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2024

2023

Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels.

Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding.

Abhishek Potnis, Dalton D. Lunga, Alexandre Sorokine, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman, Jason Wohlgemuth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Scaling Automatic Vector Data Alignment to Satellite Imagery.

Abhishek Potnis, Dalton D. Lunga, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Agenda for Multimodal Foundation Models for Earth Observation.

Philipe A. Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Henry Medeiros, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Report of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2022).

Bruno Martins, Dalton D. Lunga, Song Gao, Shawn D. Newsam, Lexie Yang, Xueqing Deng, Gengchen Mai

ACM SIGSPATIAL Special, November, 2022

Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis.

Nikhil Makkar, Hsiuhan Lexie Yang, Saurabh Prasad

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

2021

GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research.

Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiu-Han Lexie Yang, Xueqing Deng

ACM SIGSPATIAL Special, November, 2021

An adaptive adversarial domain adaptation approach for corn yield prediction.

Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang

Comput. Electron. Agric., 2021

Few-shot Learning for Post-disaster Structure Damage Assessment.

Jordan Bowman, Lexie Yang

Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

2020

Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics.

Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Entropy and Boundary Based Adversarial Learning for Large Scale Unsupervised Domain Adaptation.

Nikhil Makkar, Hsiuhan Lexie Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Fully Automatic Method for Rapidly Mapping Impacted Area by Natural Disaster.

Tao Liu, Hsiuhan Lexie Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Rapid Structure Detection in Support of Disaster Response: A Case Study of the 2018 Kilauea Volcano Eruption.

Melanie Laverdiere, Hsiuhan Lexie Yang, Mark A. Tuttle, Chris Vaughan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

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

Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose

Concurr. Comput. Pract. Exp., 2019

Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning.

Xueqing Deng, Hsiuhan Lexie Yang, Nikhil Makkar, Dalton D. Lunga

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis.

Tao Liu, Hsiuhan Lexie Yang, Dalton D. Lunga

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

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

Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra Bhaduri

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

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

Dalton D. Lunga, Hsiuhan Lexie Yang, Andrew Reith, Jeanette E. Weaver, Jiangye Yuan, Budhendra L. Bhaduri

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

How Good is Good Enough?: Quantifying the Effects of Training Set Quality.

Benjamin Swan, Melanie Laverdiere, Hsiuhan Lexie Yang

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

2017

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

Ayman Habib, Weifeng Xiong, Fangning He, Hsiuhan Lexie Yang, Melba M. Crawford

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches.

Dalton D. Lunga, Hsiu-Han Lexie Yang, Budhendra L. Bhaduri

CoRR, 2017

Exploiting Convolutional Representations for Multiscale Human Settlement Detection.

Dalton D. Lunga, Dilip R. Patlolla, Hsiu-Han Lexie Yang, Jeanette E. Weaver, Budhendra L. Bhaduri

CoRR, 2017

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

Hsiuhan Lexie Yang, Dalton D. Lunga, Jiangye Yuan

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Hashed binary search sampling for convolutional network training with large overhead image patches.

Dalton D. Lunga, Hsiu-Han Lexie Yang, Jiangye Yuan, Budhendra L. Bhaduri

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Exploiting convolutional representations for multiscale human settlement detection: Preliminary results.

Dalton D. Lunga, Dilip R. Patlolla, Hsiuhan Lexie Yang, Jeanette E. Weaver, Budhendra L. Bhaduri

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

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

Hsiuhan Lexie Yang, Melba M. Crawford

IEEE Trans. Geosci. Remote. Sens., 2016

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images.

Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford

IEEE Trans. Geosci. Remote. Sens., 2016

Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification.

Hsiuhan Lexie Yang, Melba M. Crawford

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Multimetric Active Learning for Classification of Remote Sensing Data.

Zhou Zhang, Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford

IEEE Geosci. Remote. Sens. Lett., 2016

Large-scale solar panel mapping from aerial images using deep convolutional networks.

Jiangye Yuan, Hsiu-Han Lexie Yang, Olufemi A. Omitaomu, Budhendra L. Bhaduri

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

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

Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

2014

Spatial context driven manifold learning for hyperspectral image classification.

Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Combining active and metric learning for hyperspectral image classification.

Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

2013

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

Melba M. Crawford, Devis Tuia, Hsiuhan Lexie Yang

Proc. IEEE, 2013

Multiple kernel active learning for robust geo-spatial image analysis.

Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

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

Hsiuhan Lexie Yang, Melba M. Crawford

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

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

Hsiuhan Lexie Yang, Melba M. Crawford

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Manifold alignment for classification of multitemporal hyperspectral data.

Hsiuhan Lexie Yang, Melba M. Crawford

Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011

Manifold alignment for multitemporal hyperspectral image classification.

Hsiuhan Lexie Yang, Melba M. Crawford

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2007

Hyperspectral image classification using wavelet networks.

Pai-Hui Hsu, Hsiu-Han Lexie Yang

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007