Robert J. Plemmons

76 papers A 1C 4Misc 1Journal 46Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Efficient Localization and Spatial Distribution Modeling of Canopy Palms Using UAV Imagery. IEEE Trans. Geosci. Remote. Sens. Kangning Cui, Wei Tang, Rongkun Zhu, Manqi Wang, Gregory D. Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, Fan Yang, David Segurado, Paul Fine, Jordan Karubian, Raymond H. Chan, Robert J. Plemmons, Jean-Michel Morel, Miles R. Silman
2025	J	`jnl`	From Orthomosaics to Raw UAV Imagery: Enhancing Palm Detection and Crown-Center Localization. CoRR Rongkun Zhu, Kangning Cui, Wei Tang, Rui-Feng Wang, Sarra M. Alqahtani, David A. Lutz, Fan Yang, Paul Fine, Jordan Karubian, Robert J. Plemmons, Jean-Michel Morel, Victor Paúl Pauca, Miles R. Silman
2025	—	`conf`	Scalable Knowledge Graph Construction from Unstructured Text: A Case Study on Artisanal and Small-Scale Gold Mining. PAKDD (2) Debashis Gupta, Aditi Golder, Sahil Sidheekh, Sakib Imtiaz, Sarra Alaqahtani, Fan Yang, Gregory D. Larsen, Miles R. Silman, Luis Fernendez, Robert J. Plemmons, Sriraam Natarajan, V. Paul Pauca
2024	J	`jnl`	ASGM-KG: Unveiling Alluvial Gold Mining Through Knowledge Graphs. CoRR Debashis Gupta, Aditi Golder, Luis Fernendez, Miles R. Silman, Greg Lersen, Fan Yang, Robert J. Plemmons, Sarra M. Alqahtani, Victor Paúl Pauca
2024	—	`conf`	PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. ACM Southeast Regional Conference Kangning Cui, Zishan Shao, Gregory D. Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, Miles R. Silman
2024	J	`jnl`	PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. CoRR Kangning Cui, Zishan Shao, Gregory D. Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David A. Lutz, Robert J. Plemmons, Miles R. Silman
2024	J	`jnl`	Real-Time Localization and Bimodal Point Pattern Analysis of Palms Using UAV Imagery. CoRR Kangning Cui, Wei Tang, Rongkun Zhu, Manqi Wang, Gregory D. Larsen, Victor Paúl Pauca, Sarra M. Alqahtani, Fan Yang, David Segurado, Paul Fine, Jordan Karubian, Raymond H. Chan, Robert J. Plemmons, Jean-Michel Morel, Miles R. Silman
2024	J	`jnl`	Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. IEEE Trans. Geosci. Remote. Sens. Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2023	J	`jnl`	Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. CoRR Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2023	J	`jnl`	Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images. Remote. Sens. Sam L. Polk, Kangning Cui, Aland H. Y. Chan, David A. Coomes, Robert J. Plemmons, James M. Murphy
2022	C	`conf`	Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. IGARSS Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
2022	J	`jnl`	Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. CoRR Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
2022	J	`jnl`	Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery. Remote. Sens. Seda Camalan, Kangning Cui, Victor Paúl Pauca, Sarra M. Alqahtani, Miles R. Silman, Raymond H. Chan, Robert J. Plemmons, Evan Nylen Dethier, Luis E. Fernandez, David A. Lutz
2022	C	`conf`	Classification of Hyperspectral Images Using SVM with Shape-Adaptive Reconstruction and Smoothed Total Variation. IGARSS Ruoning Li, Kangning Cui, Raymond H. Chan, Robert J. Plemmons
2022	J	`jnl`	Classification of Hyperspectral Images Using SVM with Shape-adaptive Reconstruction and Smoothed Total Variation. CoRR Ruoning Li, Kangning Cui, Raymond H. Chan, Robert J. Plemmons
2022	J	`jnl`	Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images. CoRR Sam L. Polk, Kangning Cui, Robert J. Plemmons, James M. Murphy
2022	—	`conf`	Semi-Supervised Change Detection Of Small Water Bodies Using Rgb And Multispectral Images In Peruvian Rainforests. WHISPERS Kangning Cui, Seda Camalan, Ruoning Li, Victor Paúl Pauca, Sarra M. Alqahtani, Robert J. Plemmons, Miles R. Silman, Evan Nylen Dethier, David A. Lutz, Raymond H. Chan
2022	J	`jnl`	Semi-supervised Change Detection of Small Water Bodies Using RGB and Multispectral Images in Peruvian Rainforests. CoRR Kangning Cui, Seda Camalan, Ruoning Li, Victor Paúl Pauca, Sarra M. Alqahtani, Robert J. Plemmons, Miles R. Silman, Evan Nylen Dethier, David A. Lutz, Raymond H. Chan
2022	C	`conf`	Unsupervised Detection of ASH Dieback Disease (Hymenoscyphus Fraxineus) Using Diffusion-Based Hyperspectral Image Clustering. IGARSS Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy
2022	—	`conf`	Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction And Clustering With Diffusion Geometry. WHISPERS Kangning Cui, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2022	J	`jnl`	Unsupervised Spatial-spectral Hyperspectral Image Reconstruction and Clustering with Diffusion Geometry. CoRR Kangning Cui, Ruoning Li, Sam L. Polk, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2022	J	`jnl`	Unsupervised detection of ash dieback disease (Hymenoscyphus fraxineus) using diffusion-based hyperspectral image clustering. CoRR Sam L. Polk, Aland H. Y. Chan, Kangning Cui, Robert J. Plemmons, David A. Coomes, James M. Murphy
2021	—	`conf`	Unsupervised Classification of Aviris-NG Hyperspectral Images. WHISPERS Kangning Cui, Robert J. Plemmons
2020	J	`jnl`	A two-stage method for spectral-spatial classification of hyperspectral images. J. Math. Imaging Vis. Raymond H. Chan, Kelvin K. Kan, Mila Nikolova, Robert J. Plemmons
2020	J	`jnl`	Point Spread Function Engineering for 3D Imaging of Space Debris using a Continuous Exact l0 Penalty (CEL0) Based Algorithm. CoRR Chao Wang, Raymond H. Chan, Robert J. Plemmons, Sudhakar Prasad
2019	J	`jnl`	Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. CoRR Chao Wang, Grey Ballard, Robert J. Plemmons, Sudhakar Prasad
2019	J	`jnl`	Nonconvex Optimization for 3-Dimensional Point Source Localization Using a Rotating Point Spread Function. SIAM J. Imaging Sci. Chao Wang, Raymond H. Chan, Mila Nikolova, Robert J. Plemmons, Sudhakar Prasad
2018	J	`jnl`	Novel Sparse Recovery Algorithms for 3D Debris Localization using Rotating Point Spread Function Imagery. CoRR Chao Wang, Robert J. Plemmons, Sudhakar Prasad, Raymond H. Chan, Mila Nikolova
2016	—	`conf`	Classification of pixel-level fused hyperspectral and lidar data using deep convolutional neural networks. WHISPERS Saurabh Morchhale, V. Paul Pauca, Robert J. Plemmons, Todd C. Torgersen
2016	C	`conf`	Trust-region methods for nonconvex sparse recovery optimization. ISITA Jennifer B. Erway, Robert J. Plemmons, Lasith Adhikari, Roummel F. Marcia
2015	J	`jnl`	Deblurring and Sparse Unmixing of Hyperspectral Images Using Multiple Point Spread Functions. SIAM J. Sci. Comput. Sebastian Berisha, James G. Nagy, Robert J. Plemmons
2015	J	`jnl`	Estimation of atmospheric PSF parameters for hyperspectral imaging. Numer. Linear Algebra Appl. Sebastian Berisha, James G. Nagy, Robert J. Plemmons
2014	J	`jnl`	Image Reconstruction From Double Random Projection. IEEE Trans. Image Process. Qiang Zhang, Robert J. Plemmons
2013	J	`jnl`	Deblurring and Sparse Unmixing for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Xi-Le Zhao, Fan Wang, Ting-Zhu Huang, Michael K. Ng, Robert J. Plemmons
2013	—	`conf`	Detecting objects under shadows by fusion of hyperspectral and LiDAR DATA: A physical model approach. WHISPERS Qiang Zhang, V. Paul Pauca, Robert J. Plemmons, D. Dejan Nikic
2013	—	`ch.`	Iris Segmentation for Challenging Periocular Images. Handbook of Iris Recognition Raghavender R. Jillela, Arun Abraham Ross, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Xiaofei Hu, Robert J. Plemmons, Paúl Pauca
2012	J	`jnl`	Coupled segmentation and denoising/deblurring models for hyperspectral material identification. Numer. Linear Algebra Appl. Fang Li, Michael K. Ng, Robert J. Plemmons
2012	—	`conf`	Matching highly non-ideal ocular images: An information fusion approach. ICB Arun Ross, Raghavender R. Jillela, Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Ryan Barnard, Xiaofei Hu, Victor Paúl Pauca, Robert J. Plemmons
2012	J	`jnl`	Randomized SVD Methods in Hyperspectral Imaging. J. Electr. Comput. Eng. Jiani Zhang, Jennifer B. Erway, Xiaofei Hu, Qiang Zhang, Robert J. Plemmons
2011	—	`conf`	Iterative Directional Ray-Based Iris Segmentation for Challenging Periocular Images. CCBR Xiaofei Hu, Victor Paúl Pauca, Robert J. Plemmons
2011	J	`jnl`	Modern Mathematics in Biomedical Imaging. Int. J. Biomed. Imaging Yangbo Ye, Robert J. Plemmons, James G. Nagy, Qinian Jin
2011	—	`conf`	Reconstructing and segmenting hyperspectral images from compressed measurements. WHISPERS Qiang Zhang, Robert J. Plemmons, David S. Kittle, David J. Brady, Sudhakar Prasad
2011	—	`conf`	Sparse nonnegative matrix underapproximation and its application to hyperspectral image analysis. WHISPERS Nicolas Gillis, Robert J. Plemmons
2010	—	`conf`	Hyperspectral image segmentation, deblurring, and spectral analysis for material identification. Visual Information Processing Fang Li, Michael K. Ng, Robert J. Plemmons, Sudhakar Prasad, Qiang Zhang
2010	J	`jnl`	Matrix Structures and Parallel Algorithms for Image Superresolution Reconstruction. SIAM J. Matrix Anal. Appl. Qiang Zhang, Richard T. Guy, Robert J. Plemmons
2009	J	`jnl`	Line-Source Based X-Ray Tomography. Int. J. Biomed. Imaging Deepak Bharkhada, Hengyong Yu, Hong Liu, Robert J. Plemmons, Ge Wang
2009	—	`ch.`	Nonnegativity constraints in numerical analysis. The Birth of Numerical Analysis Donghui Chen, Robert J. Plemmons
2007	J	`jnl`	Algorithms and applications for approximate nonnegative matrix factorization. Comput. Stat. Data Anal. Michael W. Berry, Murray Browne, Amy Nicole Langville, V. Paul Pauca, Robert J. Plemmons
2007	—	`conf`	Non-Negative Tensor Factorization using Alpha and Beta Divergences. ICASSP (3) Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari
2007	—	`conf`	Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari
2007	—	`conf`	Spectral unmixing using nonnegative tensor factorization. ACM Southeast Regional Conference Qiang Zhang, Han Wang, Robert J. Plemmons, V. Paul Pauca
2006	J	`jnl`	Document clustering using nonnegative matrix factorization. Inf. Process. Manag. Farial Shahnaz, Michael W. Berry, V. Paul Pauca, Robert J. Plemmons
2005	J	`jnl`	Iterative ultrasonic signal and image deconvolution for estimation of the complex medium response. Int. J. Imaging Syst. Technol. Zhiping Mu, Robert J. Plemmons, Peter Santago II
2004	J	`jnl`	High-resolution imaging using integrated optical systems. Int. J. Imaging Syst. Technol. Sudhakar Prasad, Todd C. Torgersen, Victor Paúl Pauca, Robert J. Plemmons, Joseph van der Gracht
2004	—	`conf`	Iris recognition with enhanced depth-of-field image acquistion. Visual Information Processing Joseph van der Gracht, Victor Paúl Pauca, Harsha Setty, Ramkumar Narayanswamy, Robert J. Plemmons, Sudhakar Prasad, Todd C. Torgersen
2004	A	`conf`	Text Mining Using Non-Negative Matrix Factorizations. SDM V. Paul Pauca, Farial Shahnaz, Michael W. Berry, Robert J. Plemmons
2003	—	`conf`	Engineering the pupil phase to improve image quality. Visual Information Processing Sudhakar Prasad, Todd C. Torgersen, Victor Paúl Pauca, Robert J. Plemmons, Joseph van der Gracht
2003	J	`jnl`	Real-Valued, Low Rank, Circulant Approximation. SIAM J. Matrix Anal. Appl. Moody T. Chu, Robert J. Plemmons
2002	—	`conf`	Estimation of complex ultrasonic medium responses by deconvolution. ISBI Zhiping Mu, Robert J. Plemmons, David M. Herrington, Peter Santago II
2000	J	`jnl`	Regularization of RIF blind image deconvolution. IEEE Trans. Image Process. Michael K. Ng, Robert J. Plemmons, Sanzheng Qiao
1996	—	`conf`	Computations in astro-imaging. ICIP (3) Brent Ellerbroek, Robert J. Plemmons
1996	J	`jnl`	Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations. SIAM J. Sci. Comput. Michael K. Ng, Robert J. Plemmons
1996	J	`jnl`	Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems. Numer. Linear Algebra Appl. Raymond H. Chan, Michael K. Ng, Robert J. Plemmons
1996	J	`jnl`	Iterative image restoration using approximate inverse preconditioning. IEEE Trans. Image Process. James G. Nagy, Robert J. Plemmons, Todd C. Torgersen
1994	J	`jnl`	Circulant Preconditioned Toeplitz Least Squares Iterations. SIAM J. Matrix Anal. Appl. Raymond H. Chan, James G. Nagy, Robert J. Plemmons
1994	—	`book`	Nonnegative Matrices in the Mathematical Sciences Abraham Berman, Robert J. Plemmons
1993	—	`conf`	FFT-based RLS in signal processing. ICASSP (3) Robert J. Plemmons
1992	J	`jnl`	Fast Adaptive Condition Estimation. SIAM J. Matrix Anal. Appl. Daniel J. Pierce, Robert J. Plemmons
1992	J	`jnl`	Tracking the condition number for RLS in signal processing. Math. Control. Signals Syst. Daniel J. Pierce, Robert J. Plemmons
1991	J	`jnl`	Adaptive Lanczos methods for recursive condition estimation. Numer. Algorithms William R. Ferng, Gene H. Golub, Robert J. Plemmons
1991	J	`jnl`	Recursive Least Squares on a Hypercube Multiprocessor Using the Covariance Factorization. SIAM J. Sci. Comput. Charles S. Henkel, Robert J. Plemmons
1990	J	`jnl`	Least-Squares Multiple Updating Algorithms on a Hypercube. J. Parallel Distributed Comput. Sukil Kim, Dharma P. Agrawal, Robert J. Plemmons
1990	J	`jnl`	Parallel Algorithms for Dense Linear Algebra Computations. SIAM Rev. Kyle A. Gallivan, Robert J. Plemmons, Ahmed H. Sameh
1988	—	`conf`	Cholesky downdating on a hypercube. C³P Charles S. Henkel, Michael T. Heath, Robert J. Plemmons
1987	Misc	`conf`	Numerical properties of a hyperbolic rotation method for windowed RLS filtering. ICASSP S. Thomas Alexander, C. T. Pan, Robert J. Plemmons
1974	J	`jnl`	Linear Least Squares by Elimination and MGS. J. ACM Robert J. Plemmons