Hsiuhan Lexie Yang

39 papers C 11Journal 20Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Science Gateway for the Repeatable Analysis of Machine Learning Predicted Gravity Anomalies. IEEE Geosci. Remote. Sens. Lett. Jacob Arndt, Jason Wohlgemuth, Hsiuhan Lexie Yang, Jordan Bowman, Dalton D. Lunga, Dawn King
2024	J	`jnl`	Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hsiuhan Lexie Yang, Nikhil Makkar, Melanie Laverdiere, Amy N. Rose
2024	C	`conf`	Efficient Extraction Of Building Elevation Attributes For Flood Risk Management Using Airborne LiDAR Data. IGARSS Hunsoo Song, Hsiuhan Lexie Yang
2024	—	`conf`	Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification. GeoAI@SIGSPATIAL Daniel S. Adams, Taylor Hauser, Hsiuhan Lexie Yang, Peter Li
2024	—	`conf`	OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery. SIGSPATIAL/GIS Philipe A. Dias, Aristeidis Tsaris, Jordan Bowman, Abhishek Potnis, Jacob Arndt, Hsiuhan Lexie Yang, Dalton D. Lunga
2024	J	`jnl`	OReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery. CoRR Philipe A. Dias, Aristeidis Tsaris, Jordan Bowman, Abhishek Potnis, Jacob Arndt, Hsiuhan Lexie Yang, Dalton D. Lunga
2023	J	`jnl`	Self-Filtered Learning for Semantic Segmentation of Buildings in Remote Sensing Imagery With Noisy Labels. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hunsoo Song, Hsiuhan Lexie Yang, Jinha Jung
2022	J	`jnl`	Adversarial Learning Based Discriminative Domain Adaptation for Geospatial Image Analysis. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nikhil Makkar, Hsiuhan Lexie Yang, Saurabh Prasad
2022	J	`jnl`	GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. CoRR Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
2021	J	`jnl`	An adaptive adversarial domain adaptation approach for corn yield prediction. Comput. Electron. Agric. Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang
2021	—	`ed.`	GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, Beijing, China, November 2, 2021 GeoAI@SIGSPATIAL Dalton D. Lunga, Hsiuhan Lexie Yang, Song Gao, Bruno Martins, Yingjie Hu, Xueqing Deng, Shawn D. Newsam
2020	C	`conf`	A Fully Automatic Method for Rapidly Mapping Impacted Area by Natural Disaster. IGARSS Tao Liu, Hsiuhan Lexie Yang
2020	J	`jnl`	Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart
2020	C	`conf`	Entropy and Boundary Based Adversarial Learning for Large Scale Unsupervised Domain Adaptation. IGARSS Nikhil Makkar, Hsiuhan Lexie Yang
2020	C	`conf`	Rapid Structure Detection in Support of Disaster Response: A Case Study of the 2018 Kilauea Volcano Eruption. IGARSS Melanie Laverdiere, Hsiuhan Lexie Yang, Mark A. Tuttle, Chris Vaughan
2019	J	`jnl`	Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics. CoRR Dalton D. Lunga, Jonathan Gerrand, Hsiuhan Lexie Yang, Christopher Layton, Robert N. Stewart
2019	C	`conf`	Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning. IGARSS Xueqing Deng, Hsiuhan Lexie Yang, Nikhil Makkar, Dalton D. Lunga
2019	J	`jnl`	Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer. Concurr. Comput. Pract. Exp. Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose
2019	—	`conf`	Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis. SIGSPATIAL/GIS Tao Liu, Hsiuhan Lexie Yang, Dalton D. Lunga
2018	J	`jnl`	Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra Bhaduri
2018	J	`jnl`	Building Extraction at Scale using Convolutional Neural Network: Mapping of the United States. CoRR Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra L. Bhaduri
2018	J	`jnl`	Domain-Adapted Convolutional Networks for Satellite Image Classification: A Large-Scale Interactive Learning Workflow. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Dalton D. Lunga, Hsiuhan Lexie Yang, Andrew Reith, Jeanette E. Weaver, Jiangye Yuan, Budhendra L. Bhaduri
2018	—	`conf`	How Good is Good Enough?: Quantifying the Effects of Training Set Quality. GeoAI@SIGSPATIAL Benjamin Swan, Melanie Laverdiere, Hsiuhan Lexie Yang
2017	C	`conf`	Exploiting convolutional representations for multiscale human settlement detection: Preliminary results. IGARSS Dalton D. Lunga, Dilip R. Patlolla, Hsiuhan Lexie Yang, Jeanette E. Weaver, Budhendra L. Bhaduri
2017	J	`jnl`	Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ayman Habib, Weifeng Xiong, Fangning He, Hsiuhan Lexie Yang, Melba M. Crawford
2017	C	`conf`	Toward country scale building detection with convolutional neural network using aerial images. IGARSS Hsiuhan Lexie Yang, Dalton D. Lunga, Jiangye Yuan
2016	J	`jnl`	Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
2016	J	`jnl`	Domain Adaptation With Preservation of Manifold Geometry for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Hsiuhan Lexie Yang, Melba M. Crawford
2016	J	`jnl`	Multimetric Active Learning for Classification of Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. Zhou Zhang, Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
2016	J	`jnl`	Spectral and Spatial Proximity-Based Manifold Alignment for Multitemporal Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Hsiuhan Lexie Yang, Melba M. Crawford
2015	J	`jnl`	Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yuhang Zhang, Hsiuhan Lexie Yang, Saurabh Prasad, Edoardo Pasolli, Jinha Jung, Melba M. Crawford
2014	—	`conf`	Combining active and metric learning for hyperspectral image classification. WHISPERS Edoardo Pasolli, Hsiuhan Lexie Yang, Melba M. Crawford
2014	—	`conf`	Spatial context driven manifold learning for hyperspectral image classification. WHISPERS Yuhang Zhang, Hsiuhan Lexie Yang, Dalton D. Lunga, Saurabh Prasad, Melba M. Crawford
2013	J	`jnl`	Active Learning: Any Value for Classification of Remotely Sensed Data? Proc. IEEE Melba M. Crawford, Devis Tuia, Hsiuhan Lexie Yang
2013	C	`conf`	Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification. IGARSS Hsiuhan Lexie Yang, Melba M. Crawford
2013	C	`conf`	Multiple kernel active learning for robust geo-spatial image analysis. IGARSS Hsiuhan Lexie Yang, Yuhang Zhang, Saurabh Prasad, Melba M. Crawford
2012	C	`conf`	Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds. IGARSS Hsiuhan Lexie Yang, Melba M. Crawford
2011	—	`conf`	Manifold alignment for classification of multitemporal hyperspectral data. WHISPERS Hsiuhan Lexie Yang, Melba M. Crawford
2011	C	`conf`	Manifold alignment for multitemporal hyperspectral image classification. IGARSS Hsiuhan Lexie Yang, Melba M. Crawford