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ORCIDRobert J. Plemmons
- > Home > Persons > Robert J. Plemmons
Publications
- 2024
[j31]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: 1-18 (2024)- [c26]Kangning Cui, Zishan Shao, Gregory Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, Miles Silman:
PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. ACM Southeast Regional Conference 2024: 272-277 - [i11]Kangning Cui, Zishan Shao, Gregory Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, Miles Silman:
PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. CoRR abs/2403.03161 (2024) - 2023
- [j30]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): 1053 (2023) - [i10]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 abs/2312.15447 (2023) - 2022
- [j29]Seda Camalan, Kangning Cui, Victor Paúl Pauca, Sarra M. Alqahtani, Miles Silman, Raymond H. Chan, Robert J. Plemmons, Evan Nylen Dethier, Luis E. Fernandez, David A. Lutz:
Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery. Remote. Sens. 14(7): 1746 (2022) - [c25]Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy:
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. IGARSS 2022: 1364-1367 - [c24]Ruoning Li, Kangning Cui, Raymond H. Chan, Robert J. Plemmons:
Classification of Hyperspectral Images Using SVM with Shape-Adaptive Reconstruction and Smoothed Total Variation. IGARSS 2022: 1368-1371 - [c23]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: 2287-2290 - [c22]Kangning Cui, Seda Camalan, Ruoning Li, Victor Paúl Pauca, Sarra M. Alqahtani, Robert J. Plemmons, Miles Silman, Evan Nylen Dethier, David A. Lutz, Raymond H. Chan:
Semi-Supervised Change Detection Of Small Water Bodies Using Rgb And Multispectral Images In Peruvian Rainforests. WHISPERS 2022: 1-5 - [c21]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: 1-5 - [i9]Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy:
Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images. CoRR abs/2203.09992 (2022) - [i8]Ruoning Li, Kangning Cui, Raymond H. Chan, Robert J. Plemmons:
Classification of Hyperspectral Images Using SVM with Shape-adaptive Reconstruction and Smoothed Total Variation. CoRR abs/2203.15619 (2022) - [i7]Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy:
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. CoRR abs/2204.06298 (2022) - [i6]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 abs/2204.09041 (2022) - [i5]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 abs/2204.13497 (2022) - [i4]Kangning Cui, Seda Camalan, Ruoning Li, Victor Paúl Pauca, Sarra M. Alqahtani, Robert J. Plemmons, Miles Silman, Evan Nylen Dethier, David A. Lutz, Raymond H. Chan:
Semi-supervised Change Detection of Small Water Bodies Using RGB and Multispectral Images in Peruvian Rainforests. CoRR abs/2206.09365 (2022) - 2021
- [c20]Kangning Cui, Robert J. Plemmons:
Unsupervised Classification of Aviris-NG Hyperspectral Images. WHISPERS 2021: 1-5
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