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Justin K. Romberg, Ph.D. - Publications

Affiliations: 
2004 Rice University, Houston, TX 
 2006- Electrical and Computer Engineering Georgia Institute of Technology, Atlanta, GA 
Area:
System Science Engineering
Website:
http://jrom.ece.gatech.edu/

42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Wakin MB, Gribonval R, Koivunen V, Romberg J, Wright J. Introduction to the Issue on Structured Matrices in Signal and Data Processing Ieee Journal On Selected Topics in Signal Processing. 10: 605-607. DOI: 10.1109/Jstsp.2016.2553398  0.72
2016 Davenport MA, Romberg J. An Overview of Low-Rank Matrix Recovery from Incomplete Observations Ieee Journal On Selected Topics in Signal Processing. 10: 608-622. DOI: 10.1109/Jstsp.2016.2539100  0.72
2016 Bahmani S, Romberg J. Sketching for simultaneously sparse and low-rank covariance matrices 2015 Ieee 6th International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2015. 357-360. DOI: 10.1109/CAMSAP.2015.7383810  0.72
2015 Bahmani S, Romberg J. Lifting for blind deconvolution in random mask imaging: Identifiability and convex relaxation Siam Journal On Imaging Sciences. 8: 2203-2238. DOI: 10.1137/141002165  0.72
2015 Balavoine A, Rozell CJ, Romberg J. Discrete and continuous-time soft-thresholding for dynamic signal recovery Ieee Transactions On Signal Processing. 63: 3165-3176. DOI: 10.1109/Tsp.2015.2420535  0.72
2014 Huang J, Yang S, Lall A, Romberg J, Xu JJ, Lin C. Error estimating codes for insertion and deletion channels Sigmetrics 2014 - Proceedings of the 2014 Acm Sigmetrics International Conference On Measurement and Modeling of Computer Systems. 381-393. DOI: 10.1145/2591971.2591976  0.72
2014 Turnes CK, Balcan D, Romberg J. Superfast tikhonov regularization of toeplitz systems Ieee Transactions On Signal Processing. 62: 3809-3821. DOI: 10.1109/Tsp.2014.2330800  0.72
2014 Ahmed A, Recht B, Romberg J. Blind deconvolution using convex programming Ieee Transactions On Information Theory. 60: 1711-1732. DOI: 10.1109/Tit.2013.2294644  0.72
2014 Balavoine A, Rozell CJ, Romberg J. Iterative soft-thresholding for time-varying signal recovery Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4958-4962. DOI: 10.1109/ICASSP.2014.6854545  0.72
2013 Balavoine A, Rozell CJ, Romberg J. Convergence speed of a dynamical system for sparse recovery Ieee Transactions On Signal Processing. 61: 4259-4269. DOI: 10.1109/Tsp.2013.2271482  0.72
2013 Eftekhari A, Romberg J, Wakin MB. Matched filtering from limited frequency samples Ieee Transactions On Information Theory. 59: 3475-3496. DOI: 10.1109/Tit.2013.2243495  0.72
2013 Balavoine A, Rozell CJ, Romberg J. Convergence of a neural network for sparse approximation using the nonsmooth Łojasiewicz inequality Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2013.6706832  0.72
2013 Yap HL, Balavoine A, Mantzel W, Tian N, Sale D, Aghasi A, Romberg JK. Poutine: A correlation estimator for ergodic stationary signals Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6397-6401. DOI: 10.1109/ICASSP.2013.6638897  0.72
2013 Aghasi A, Bahmani S, Romberg J. A tightest convex envelope heuristic to row sparse and rank one matrices 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 627. DOI: 10.1109/GlobalSIP.2013.6736964  0.72
2012 Balavoine A, Romberg J, Rozell CJ. Convergence and rate analysis of neural networks for sparse approximation. Ieee Transactions On Neural Networks and Learning Systems. 23: 1377-89. PMID 24199030 DOI: 10.1109/Tnnls.2012.2202400  0.72
2012 Sale D, Rozell CJ, Romberg JK, Lanterman AD. Compressive LADAR in realistic environments 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 720-723. DOI: 10.1109/SSP.2012.6319804  0.72
2012 Wakin M, Becker S, Nakamura E, Grant M, Sovero E, Ching D, Yoo J, Romberg J, Emami-Neyestanak A, Candes E. A Nonuniform sampler for wideband spectrally-sparse environments Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 2: 516-529. DOI: 10.1109/Jetcas.2012.2214635  0.72
2012 Yoo J, Turnes C, Nakamura EB, Le CK, Becker S, Sovero EA, Wakin MB, Grant MC, Romberg J, Emami-Neyestanak A, Candes E. A compressed sensing parameter extraction platform for radar pulse signal acquisition Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 2: 626-638. DOI: 10.1109/Jetcas.2012.2214634  0.72
2012 Turnes CK, Balcan D, Romberg J. Image deconvolution via superfast inversion of a class of two-level Toeplitz matrices Proceedings - International Conference On Image Processing, Icip. 3073-3076. DOI: 10.1109/ICIP.2012.6467549  0.72
2012 Sale D, Rozell CJ, Romberg JK, Lanterman AD. Compressive ladar detector noise performance Conference Record - Asilomar Conference On Signals, Systems and Computers. 416-420. DOI: 10.1109/ACSSC.2012.6489037  0.72
2011 Asif MS, Charles A, Romberg J, Rozell C. Estimation and dynamic updating of time-varying signals with sparse variations Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3908-3911. DOI: 10.1109/ICASSP.2011.5947206  0.72
2011 Charles A, Asif MS, Romberg J, Rozell C. Sparsity penalties in dynamical system estimation 2011 45th Annual Conference On Information Sciences and Systems, Ciss 2011. DOI: 10.1109/CISS.2011.5766179  0.72
2010 Neelamani RN, Krohn CE, Krebs JR, Romberg JK, Deffenbaugh M, Anderson JE. Efficient seismic forward modeling using simultaneous random sources and sparsity Geophysics. 75: WB15-WB27. DOI: 10.1190/1.3059305  0.72
2010 Hua N, Lall A, Romberg J, Xu J, Al'Absi M, Ertin E, Kumar S, Suri S. Just-in-time sampling and pre-filtering for wearable physiological sensors: Going from days to weeks of operation on a single charge Proceedings - Wireless Health 2010, Wh'10. 54-63. DOI: 10.1145/1921081.1921089  0.72
2010 Tropp JA, Laska JN, Duarte MF, Romberg JK, Baraniuk RG. Beyond Nyquist: Efficient sampling of sparse bandlimited signals Ieee Transactions On Information Theory. 56: 520-544. DOI: 10.1109/Tit.2009.2034811  0.72
2010 Robucci R, Gray JD, Chiu LK, Romberg J, Hasler P. Compressive sensing on a CMOS separable-transform image sensor Proceedings of the Ieee. 98: 1089-1101. DOI: 10.1109/JPROC.2010.2041422  0.72
2008 Neelamani R, Krohn CE, Krebs JR, Deffenbaugh M, Anderson JE, Romberg JK. Efficient seismic forward modeling using simultaneous random sources and sparsity Seg Technical Program Expanded Abstracts. 27: 2107-2111. DOI: 10.1190/1.3059305  0.72
2007 Moravec ML, Romberg JK, Baraniuk RG. Compressive phase retrieval Proceedings of Spie - the International Society For Optical Engineering. 6701. DOI: 10.1117/12.736360  0.72
2007 Romberg JK. Sparse signal recovery via l1 minimization 2006 Ieee Conference On Information Sciences and Systems, Ciss 2006 - Proceedings. 213-215. DOI: 10.1109/CISS.2006.286464  0.72
2006 Wakin MB, Romberg JK, Choi H, Baraniuk RG. Wavelet-domain approximation and compression of piecewise smooth images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1071-87. PMID 16671289 DOI: 10.1109/Tip.2005.864175  0.72
2006 Candès EJ, Romberg J, Tao T. Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information Ieee Transactions On Information Theory. 52: 489-509. DOI: 10.1109/Tit.2005.862083  0.72
2006 Candès E, Romberg J. Robust signal recovery from incomplete observations Proceedings - International Conference On Image Processing, Icip. 1281-1284. DOI: 10.1109/ICIP.2006.312579  0.72
2006 Candès EJ, Romberg J. Quantitative robust uncertainty principles and optimally sparse decompositions Foundations of Computational Mathematics. 6: 227-254. DOI: 10.1007/s10208-004-0162-x  0.72
2006 Candès EJ, Romberg JK, Tao T. Stable signal recovery from incomplete and inaccurate measurements Communications On Pure and Applied Mathematics. 59: 1207-1223. DOI: 10.1002/Cpa.20124  0.72
2005 Candès E, Romberg J. Signal recovery from random projections Proceedings of Spie - the International Society For Optical Engineering. 5674: 76-86. DOI: 10.1117/12.600722  0.72
2003 Romberg JK, Wakin MB, Baraniuk RG. Multiscale geometric image processing Proceedings of Spie - the International Society For Optical Engineering. 5150: 1265-1272. DOI: 10.1117/12.509903  0.72
2003 Romberg JK, Wakin MB, Baraniuk RG. Approximation and compression of piecewise smooth images using a wavelet/wedgelet geometric model Ieee International Conference On Image Processing. 1: 49-52.  0.72
2002 Wakin M, Romberg J, Choi H, Baraniuk R. Image compression using an efficient edge cartoon + texture model Data Compression Conference Proceedings. 2002: 43-52. DOI: 10.1109/DCC.2002.999942  0.72
2002 Romberg JK, Wakin M, Baraniuk R. Multiscale wedgelet image analysis: Fast decompositions and modeling Ieee International Conference On Image Processing. 3: III/585-III/588.  0.72
2001 Romberg JK, Choi H, Baraniuk RG. Bayesian tree-structured image modeling using wavelet-domain hidden Markov models. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 10: 1056-68. PMID 18249679 DOI: 10.1109/83.931100  0.72
2001 Popat K, Greene DH, Romberg JK, Bloomberg DS. Adding linguistic constraints to Document Image Decoding: Comparing the iterated complete path and stack algorithms Proceedings of Spie - the International Society For Optical Engineering. 4307: 259-271. DOI: 10.1117/12.410844  0.72
2001 Romberg JK, Choi H, Baraniuk RG. Multiscale edge grammars for complex wavelet transforms Ieee International Conference On Image Processing. 1: 614-617.  0.72
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