Sam L. Polk

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Hyperspectral Image Classification

Top Venues

Publications

Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. CoRR (2023)
Sam L. Polk, Kangning Cui, Aland H. Y. Chan, David A. Coomes, Robert J. Plemmons, James M. Murphy
Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images. Remote. Sens. 15 (4) (2023)
Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy
Unsupervised Detection of ASH Dieback Disease (Hymenoscyphus Fraxineus) Using Diffusion-Based Hyperspectral Image Clustering. IGARSS (2022)
Kangning Cui, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry. CoRR (2022)
Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. CoRR (2022)
Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy
Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering. CoRR (2022)
Kangning Cui, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction And Clustering With Diffusion Geometry. WHISPERS (2022)
Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. IGARSS (2022)
Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images. CoRR (2022)
Sam L. Polk, Bruce M. Boghosian
The Nonuniversality of Wealth Distribution Tails Near Wealth Condensation Criticality. SIAM J. Appl. Math. 81 (4) (2021)
James M. Murphy, Sam L. Polk
A Multiscale Environment for Learning by Diffusion. CoRR (2021)
Sam L. Polk, James M. Murphy
Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry. IGARSS (2021)
Sam L. Polk, James M. Murphy
Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry. CoRR (2021)
Sam L. Polk, Kimia Kashkooli, Sunil Belur Nagaraj, Shubham Chamadia, James M. Murphy, Haoqi Sun, M. Brandon Westover, Riccardo Barbieri, Oluwaseun Akeju
Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. EMBC (2019)
Kimia Kashkooli, Sam L. Polk, Shubham Chamadia, Eunice Hahm, Breanna Ethridge, Jacob Gitlin, Reine Ibala, Jennifer Mekonnen, Juan Pedemonte, James M. Murphy, Haoqi Sun, M. Brandon Westover, Oluwaseun Akeju
Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System. EMBC (2019)