| Structured priors for sparse-representation-based hyperspectral image classification X Sun, Q Qu, NM Nasrabadi, TD Tran IEEE geoscience and remote sensing letters 11 (7), 1235-1239, 2013 | 142 | 2013 |
| Task-driven dictionary learning for hyperspectral image classification with structured sparsity constraints X Sun, NM Nasrabadi, TD Tran IEEE Transactions on Geoscience and Remote Sensing 53 (8), 4457-4471, 2015 | 73 | 2015 |
| Supervised deep sparse coding networks X Sun, NM Nasrabadi, TD Tran 2018 25th IEEE International Conference on Image Processing (ICIP), 346-350, 2018 | 47 | 2018 |
| Supervised deep sparse coding networks for image classification X Sun, NM Nasrabadi, TD Tran IEEE Transactions on Image Processing 29, 405-418, 2019 | 46 | 2019 |
| Deep siamese convolutional neural networks for identical twins and look-alike identification X Sun, A Torfi, N Nasrabadi, M Vatsa, R Singh, A Majumdar Deep Learning in biometrics, 65-83, 2018 | 9 | 2018 |
| Segmentation of thalamus from MR images via task-driven dictionary learning L Liu, J Glaister, X Sun, A Carass, TD Tran, JL Prince Medical Imaging 2016: Image Processing 9784, 923-929, 2016 | 4 | 2016 |
| Sparse coding with fast image alignment via large displacement optical flow X Sun, NM Nasrabadi, TD Tran 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 1 | 2016 |
| Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors X Sun, NM Nasrabadi, TD Tran 2014 IEEE International Conference on Image Processing (ICIP), 5262-5266, 2014 | 1 | 2014 |
| Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing Q Qu, X Sun, NM Nasrabadi, TD Tran 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 1 | 2014 |
| Low rank representation for bilinear abundance estimation problem Q Qu, X Sun, N Nasrabadi, TD Tran 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2013 | 1 | 2013 |
| Sparse Coding with Structured Sparsity Priors and Multilayer Architecture for Image Classification X Sun Johns Hopkins University, 2017 | | 2017 |
| Invariant hierarchical sparse coding for object recognition via bags of atoms X Sun, NM Nasrabadi, TD Tran 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016 | | 2016 |
| New Reprint X Sun, NM Nasrabadi, TD Tran | | |
| HYPERSPECTRAL IMAGE CLASSIFICATION VIA TASK-DRIVEN DICTIONARY LEARNING WITH JOINT SPARSITY PRIOR X Sun, NM Nasrabadi, TD Tran | | |
Nasser M NasrabadiProfessor, CSEE-WVU, ECE-JHUEmail verificata su jhu.edu