Namrata Vaswani, Ph.D.
Affiliations: | 2004 | University of Maryland, College Park, College Park, MD |
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"Namrata Vaswani"Parents
Sign in to add mentor| Rama Chellappa | grad student | 2004 | University of Maryland | |
| (Change detection in stochastic shape dynamical models with applications in activity modeling and abnormality detection.) | ||||
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Publications
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| Jagatap G, Chen Z, Nayer S, et al. (2020) Sample Efficient Fourier Ptychography for Structured Data Ieee Transactions On Computational Imaging. 6: 344-357 |
| Narayanamurthy P, Daneshpajooh V, Vaswani N. (2019) Provable Subspace Tracking From Missing Data and Matrix Completion Ieee Transactions On Signal Processing. 67: 4245-4260 |
| Narayanamurthy P, Vaswani N. (2019) Provable Dynamic Robust PCA or Robust Subspace Tracking Ieee Transactions On Information Theory. 65: 1547-1577 |
| Vaswani N, Bouwmans T, Javed S, et al. (2018) Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Ieee Signal Processing Magazine. 35: 32-55 |
| Guo H, Vaswani N. (2018) Video Denoising via Dynamic Video Layering Ieee Signal Processing Letters. 25: 1009-1013 |
| Bouwmans T, Vaswani N, Rodriguez P, et al. (2018) Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications Ieee Journal of Selected Topics in Signal Processing. 12: 1127-1130 |
| Vaswani N, Narayanamurthy P. (2018) Static and Dynamic Robust PCA and Matrix Completion: A Review Arxiv: Information Theory. 106: 1359-1379 |
| Vaswani N, Nayer S, Eldar YC. (2017) Low-Rank Phase Retrieval Ieee Transactions On Signal Processing. 65: 4059-4074 |
| Vaswani N, Zhan J. (2016) Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review Ieee Transactions On Signal Processing. 64: 3523-3549 |
| Zhan J, Vaswani N. (2015) Robust PCA with partial subspace knowledge Ieee Transactions On Signal Processing. 63: 3332-3347 |