Hyperspectral image classification using wavelet networks. - Pai-Hui Hsu; Hsiu-Han Lexie Yang (IGARSS, 2007)

Manifold alignment for multitemporal hyperspectral image classification. - Hsiuhan Lexie Yang; Melba M. Crawford (IGARSS, 2011)

Manifold alignment for classification of multitemporal hyperspectral data. - Hsiuhan Lexie Yang; Melba M. Crawford (WHISPERS, 2011)

Exploiting spectral-spatial proximity for classification of hyperspectral data on manifolds. - Hsiuhan Lexie Yang; Melba M. Crawford (IGARSS, 2012)

Learning a joint manifold with global-local preservation for multitemporal hyperspectral image classification. - Hsiuhan Lexie Yang; Melba M. Crawford (IGARSS, 2013)

Multiple kernel active learning for robust geo-spatial image analysis. - Hsiuhan Lexie Yang; Yuhang Zhang 003; Saurabh Prasad; Melba M. Crawford (IGARSS, 2013)

Active Learning: Any Value for Classification of Remotely Sensed Data? - Melba M. Crawford; Devis Tuia; Hsiuhan Lexie Yang (Proc. IEEE, 2013)

Combining active and metric learning for hyperspectral image classification. - Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (WHISPERS, 2014)

Spatial context driven manifold learning for hyperspectral image classification. - Yuhang Zhang 003; Hsiuhan Lexie Yang; Dalton D. Lunga; Saurabh Prasad; Melba M. Crawford (WHISPERS, 2014)

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data. - Yuhang Zhang 003; Hsiuhan Lexie Yang; Saurabh Prasad; Edoardo Pasolli; Jinha Jung; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Large-scale solar panel mapping from aerial images using deep convolutional networks. - Jiangye Yuan; Hsiu-Han Lexie Yang; Olufemi A. Omitaomu; Budhendra L. Bhaduri (IEEE BigData, 2016)

Multimetric Active Learning for Classification of Remote Sensing Data. - Zhou Zhang 001; Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE Geosci. Remote. Sens. Lett., 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)

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images. - Edoardo Pasolli; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE Trans. Geosci. Remote. Sens., 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)

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 (IGARSS, 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 (IGARSS, 2017)

Toward country scale building detection with convolutional neural network using aerial images. - Hsiuhan Lexie Yang; Dalton D. Lunga; Jiangye Yuan (IGARSS, 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)

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)

Improving Orthorectification of UAV-Based Push-Broom Scanner Imagery Using Derived Orthophotos From Frame Cameras. - Ayman Habib 001; Weifeng Xiong; Fangning He; Hsiuhan Lexie Yang; Melba M. Crawford (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

How Good is Good Enough?: Quantifying the Effects of Training Set Quality. - Benjamin Swan; Melanie Laverdiere; Hsiuhan Lexie Yang (GeoAI@SIGSPATIAL, 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)

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)

Towards Misregistration-Tolerant Change Detection using Deep Learning Techniques with Object-Based Image Analysis. - Tao Liu 020; Hsiuhan Lexie Yang; Dalton D. Lunga (SIGSPATIAL/GIS, 2019)

Large Scale Unsupervised Domain Adaptation of Segmentation Networks with Adversarial Learning. - Xueqing Deng; Hsiuhan Lexie Yang; Nikhil Makkar; Dalton D. Lunga (IGARSS, 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)

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 (IGARSS, 2020)

A Fully Automatic Method for Rapidly Mapping Impacted Area by Natural Disaster. - Tao Liu 020; Hsiuhan Lexie Yang (IGARSS, 2020)

Entropy and Boundary Based Adversarial Learning for Large Scale Unsupervised Domain Adaptation. - Nikhil Makkar; Hsiuhan Lexie Yang (IGARSS, 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)

Few-shot Learning for Post-disaster Structure Damage Assessment. - Jordan Bowman; Lexie Yang (GeoAI@SIGSPATIAL, 2021)

An adaptive adversarial domain adaptation approach for corn yield prediction. - Yuchi Ma; Zhou Zhang 001; Hsiuhan Lexie Yang; Zhengwei Yang (Comput. Electron. Agric., 2021)

GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. - Dalton D. Lunga; Yingjie Hu; Shawn D. Newsam; Song Gao 001; Bruno Martins 001; Hsiu-Han Lexie Yang; Xueqing Deng (ACM SIGSPATIAL Special, 2021)

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)

Report of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2022). - Bruno Martins 001; Dalton D. Lunga; Song Gao 001; Shawn D. Newsam; Lexie Yang; Xueqing Deng; Gengchen Mai (ACM SIGSPATIAL Special, 2022)

An Agenda for Multimodal Foundation Models for Earth Observation. - Philipe A. Dias; Abhishek Potnis; Sreelekha Guggilam; Lexie Yang; Aristeidis Tsaris; Henry Medeiros 001; Dalton D. Lunga (IGARSS, 2023)

Scaling Automatic Vector Data Alignment to Satellite Imagery. - Abhishek Potnis; Dalton D. Lunga; Philipe A. Dias; Lexie Yang; Jacob Arndt; Jordan Bowman (IGARSS, 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 (IGARSS, 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)

Multivariate Testing of Sampling Techniques to Address Class Imbalance in Building Use Type Classification. - Daniel S. Adams; Taylor Hauser; Hsiuhan Lexie Yang; Peter Li (GeoAI@SIGSPATIAL, 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 (SIGSPATIAL/GIS, 2024)

Efficient Extraction Of Building Elevation Attributes For Flood Risk Management Using Airborne LiDAR Data. - Hunsoo Song; Hsiuhan Lexie Yang (IGARSS, 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)

Report of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2024). - Song Gao 001; Gengchen Mai; Shawn D. Newsam; Lexie Yang; Dalton D. Lunga; Di Zhu 004; Bruno Martins 001; Samantha T. Arundel (ACM SIGSPATIAL Special, 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)