default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDRobert J. Plemmons
Person information
SPARQL queries 
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 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 - [i12]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) - [i11]Debashis Gupta, Aditi Golder, Luis Fernendez, Miles Silman, Greg Lersen, Fan Yang, Robert J. Plemmons, Sarra M. Alqahtani, Victor Paúl Pauca:
ASGM-KG: Unveiling Alluvial Gold Mining Through Knowledge Graphs. CoRR abs/2408.08972 (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 - 2020
- [j28]Raymond H. Chan, Kelvin K. Kan, Mila Nikolova, Robert J. Plemmons:
A two-stage method for spectral-spatial classification of hyperspectral images. J. Math. Imaging Vis. 62(6-7): 790-807 (2020) - [i3]Chao Wang, Raymond H. Chan, Robert J. Plemmons, Sudhakar Prasad:
Point Spread Function Engineering for 3D Imaging of Space Debris using a Continuous Exact l0 Penalty (CEL0) Based Algorithm. CoRR abs/2006.02858 (2020)
2010 – 2019
- 2019
- [j27]Chao Wang, Raymond H. Chan, Mila Nikolova, Robert J. Plemmons, Sudhakar Prasad:
Nonconvex Optimization for 3-Dimensional Point Source Localization Using a Rotating Point Spread Function. SIAM J. Imaging Sci. 12(1): 259-286 (2019) - [i2]Chao Wang, Grey Ballard, Robert J. Plemmons, Sudhakar Prasad:
Joint 3D Localization and Classification of Space Debris using a Multispectral Rotating Point Spread Function. CoRR abs/1906.04749 (2019) - 2018
- [i1]Chao Wang, Robert J. Plemmons, Sudhakar Prasad, Raymond H. Chan, Mila Nikolova:
Novel Sparse Recovery Algorithms for 3D Debris Localization using Rotating Point Spread Function Imagery. CoRR abs/1809.10541 (2018) - 2016
- [c19]Jennifer B. Erway, Robert J. Plemmons, Lasith Adhikari, Roummel F. Marcia:
Trust-region methods for nonconvex sparse recovery optimization. ISITA 2016: 275-279 - [c18]Saurabh Morchhale, V. Paul Pauca, Robert J. Plemmons, Todd C. Torgersen:
Classification of pixel-level fused hyperspectral and lidar data using deep convolutional neural networks. WHISPERS 2016: 1-5 - 2015
- [j26]Sebastian Berisha, James G. Nagy, Robert J. Plemmons:
Estimation of atmospheric PSF parameters for hyperspectral imaging. Numer. Linear Algebra Appl. 22(5): 795-813 (2015) - [j25]Sebastian Berisha, James G. Nagy, Robert J. Plemmons:
Deblurring and Sparse Unmixing of Hyperspectral Images Using Multiple Point Spread Functions. SIAM J. Sci. Comput. 37(5) (2015) - 2014
- [j24]Qiang Zhang, Robert J. Plemmons:
Image Reconstruction From Double Random Projection. IEEE Trans. Image Process. 23(6): 2501-2513 (2014) - 2013
- [j23]Xi-Le Zhao, Fan Wang, Ting-Zhu Huang, Michael K. Ng, Robert J. Plemmons:
Deblurring and Sparse Unmixing for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 51(7-1): 4045-4058 (2013) - [c17]Qiang Zhang, V. Paul Pauca, Robert J. Plemmons, D. Dejan Nikic:
Detecting objects under shadows by fusion of hyperspectral and LiDAR DATA: A physical model approach. WHISPERS 2013: 1-4 - [p2]Raghavender R. Jillela, Arun Abraham Ross, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Xiaofei Hu, Robert J. Plemmons, Paúl Pauca:
Iris Segmentation for Challenging Periocular Images. Handbook of Iris Recognition 2013: 281-308 - 2012
- [j22]Jiani Zhang, Jennifer B. Erway, Xiaofei Hu, Qiang Zhang, Robert J. Plemmons:
Randomized SVD Methods in Hyperspectral Imaging. J. Electr. Comput. Eng. 2012: 409357:1-409357:15 (2012) - [j21]Fang Li, Michael K. Ng, Robert J. Plemmons:
Coupled segmentation and denoising/deblurring models for hyperspectral material identification. Numer. Linear Algebra Appl. 19(1): 153-173 (2012) - [c16]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:
Matching highly non-ideal ocular images: An information fusion approach. ICB 2012: 446-453 - 2011
- [j20]Yangbo Ye, Robert J. Plemmons, James G. Nagy, Qinian Jin:
Modern Mathematics in Biomedical Imaging. Int. J. Biomed. Imaging 2011: 618972:1-618972:2 (2011) - [c15]Xiaofei Hu, Victor Paúl Pauca, Robert J. Plemmons:
Iterative Directional Ray-Based Iris Segmentation for Challenging Periocular Images. CCBR 2011: 91-99 - [c14]Nicolas Gillis, Robert J. Plemmons:
Sparse nonnegative matrix underapproximation and its application to hyperspectral image analysis. WHISPERS 2011: 1-4 - [c13]Qiang Zhang, Robert J. Plemmons, David S. Kittle, David J. Brady, Sudhakar Prasad:
Reconstructing and segmenting hyperspectral images from compressed measurements. WHISPERS 2011: 1-4 - 2010
- [j19]Qiang Zhang, Richard T. Guy, Robert J. Plemmons:
Matrix Structures and Parallel Algorithms for Image Superresolution Reconstruction. SIAM J. Matrix Anal. Appl. 31(4): 1873-1893 (2010) - [c12]Fang Li, Michael K. Ng, Robert J. Plemmons, Sudhakar Prasad, Qiang Zhang:
Hyperspectral image segmentation, deblurring, and spectral analysis for material identification. Visual Information Processing 2010: 770103
2000 – 2009
- 2009
- [j18]Deepak Bharkhada, Hengyong Yu, Hong Liu, Robert J. Plemmons, Ge Wang:
Line-Source Based X-Ray Tomography. Int. J. Biomed. Imaging 2009: 534516:1-534516:8 (2009) - [p1]Donghui Chen, Robert J. Plemmons:
Nonnegativity constraints in numerical analysis. The Birth of Numerical Analysis 2009: 109-139 - 2007
- [j17]Michael W. Berry, Murray Browne, Amy Nicole Langville, V. Paul Pauca, Robert J. Plemmons:
Algorithms and applications for approximate nonnegative matrix factorization. Comput. Stat. Data Anal. 52(1): 155-173 (2007) - [c11]Qiang Zhang, Han Wang, Robert J. Plemmons, V. Paul Pauca:
Spectral unmixing using nonnegative tensor factorization. ACM Southeast Regional Conference 2007: 531-532 - [c10]Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari:
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) 2007: 271-280 - [c9]Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari:
Non-Negative Tensor Factorization using Alpha and Beta Divergences. ICASSP (3) 2007: 1393-1396 - 2006
- [j16]Farial Shahnaz, Michael W. Berry, V. Paul Pauca, Robert J. Plemmons:
Document clustering using nonnegative matrix factorization. Inf. Process. Manag. 42(2): 373-386 (2006) - 2005
- [j15]Zhiping Mu, Robert J. Plemmons, Peter Santago II:
Iterative ultrasonic signal and image deconvolution for estimation of the complex medium response. Int. J. Imaging Syst. Technol. 15(6): 266-277 (2005) - 2004
- [j14]Sudhakar Prasad, Todd C. Torgersen, Victor Paúl Pauca, Robert J. Plemmons, Joseph van der Gracht:
High-resolution imaging using integrated optical systems. Int. J. Imaging Syst. Technol. 14(2): 67-74 (2004) - [c8]V. Paul Pauca, Farial Shahnaz, Michael W. Berry, Robert J. Plemmons:
Text Mining Using Non-Negative Matrix Factorizations. SDM 2004: 452-456 - [c7]Joseph van der Gracht, Victor Paúl Pauca, Harsha Setty, Ramkumar Narayanswamy, Robert J. Plemmons, Sudhakar Prasad, Todd C. Torgersen:
Iris recognition with enhanced depth-of-field image acquistion. Visual Information Processing 2004: 120-129 - 2003
- [j13]Moody T. Chu, Robert J. Plemmons:
Real-Valued, Low Rank, Circulant Approximation. SIAM J. Matrix Anal. Appl. 24(3): 645-659 (2003) - [c6]Sudhakar Prasad, Todd C. Torgersen, Victor Paúl Pauca, Robert J. Plemmons, Joseph van der Gracht:
Engineering the pupil phase to improve image quality. Visual Information Processing 2003: 1-12 - 2002
- [c5]Zhiping Mu, Robert J. Plemmons, David M. Herrington, Peter Santago II:
Estimation of complex ultrasonic medium responses by deconvolution. ISBI 2002: 1047-1050 - 2000
- [j12]Michael K. Ng, Robert J. Plemmons, Sanzheng Qiao:
Regularization of RIF blind image deconvolution. IEEE Trans. Image Process. 9(6): 1130-1134 (2000)
1990 – 1999
- 1996
- [j11]Raymond H. Chan, Michael K. Ng, Robert J. Plemmons:
Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems. Numer. Linear Algebra Appl. 3(1): 45-64 (1996) - [j10]Michael K. Ng, Robert J. Plemmons:
Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations. SIAM J. Sci. Comput. 17(4): 920-941 (1996) - [j9]James G. Nagy, Robert J. Plemmons, Todd C. Torgersen:
Iterative image restoration using approximate inverse preconditioning. IEEE Trans. Image Process. 5(7): 1151-1162 (1996) - [c4]Brent Ellerbroek, Robert J. Plemmons:
Computations in astro-imaging. ICIP (3) 1996: 113-116 - 1994
- [b1]Abraham Berman, Robert J. Plemmons:
Nonnegative Matrices in the Mathematical Sciences. Classics in Applied Mathematics 9, SIAM 1994, ISBN 978-0-89871-321-3, pp. 1-340 - [j8]Raymond H. Chan, James G. Nagy, Robert J. Plemmons:
Circulant Preconditioned Toeplitz Least Squares Iterations. SIAM J. Matrix Anal. Appl. 15(1): 80-97 (1994) - 1993
- [c3]Robert J. Plemmons:
FFT-based RLS in signal processing. ICASSP (3) 1993: 571-574 - 1992
- [j7]Daniel J. Pierce, Robert J. Plemmons:
Tracking the condition number for RLS in signal processing. Math. Control. Signals Syst. 5(1): 23-39 (1992) - [j6]Daniel J. Pierce, Robert J. Plemmons:
Fast Adaptive Condition Estimation. SIAM J. Matrix Anal. Appl. 13(1): 274-291 (1992) - 1991
- [j5]William R. Ferng, Gene H. Golub, Robert J. Plemmons:
Adaptive Lanczos methods for recursive condition estimation. Numer. Algorithms 1(1): 1-19 (1991) - [j4]Charles S. Henkel, Robert J. Plemmons:
Recursive Least Squares on a Hypercube Multiprocessor Using the Covariance Factorization. SIAM J. Sci. Comput. 12(1): 95-106 (1991) - 1990
- [j3]Sukil Kim, Dharma P. Agrawal, Robert J. Plemmons:
Least-Squares Multiple Updating Algorithms on a Hypercube. J. Parallel Distributed Comput. 8(1): 80-88 (1990) - [j2]Kyle A. Gallivan, Robert J. Plemmons, Ahmed H. Sameh:
Parallel Algorithms for Dense Linear Algebra Computations. SIAM Rev. 32(1): 54-135 (1990)
1980 – 1989
- 1988
- [c2]Charles S. Henkel, Michael T. Heath, Robert J. Plemmons:
Cholesky downdating on a hypercube. C³P 1988: 1592-1598 - 1987
- [c1]S. Thomas Alexander, C. T. Pan, Robert J. Plemmons:
Numerical properties of a hyperbolic rotation method for windowed RLS filtering. ICASSP 1987: 423-426
1970 – 1979
- 1974
- [j1]Robert J. Plemmons:
Linear Least Squares by Elimination and MGS. J. ACM 21(4): 581-585 (1974)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-16 21:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
