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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/
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26 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
2019 Fair KL, Mendat DR, Andreou AG, Rozell CJ, Romberg J, Anderson DV. Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System. Frontiers in Neuroscience. 13: 754. PMID 31396039 DOI: 10.3389/Fnins.2019.00754  0.589
2019 Karnik S, Zhu Z, Wakin MB, Romberg J, Davenport MA. The fast Slepian transform Applied and Computational Harmonic Analysis. 46: 624-652. DOI: 10.1016/J.Acha.2017.07.005  0.663
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  0.566
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  0.5
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  0.627
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  0.591
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  0.593
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  0.6
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  0.519
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  0.578
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  0.534
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  0.604
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  0.602
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  0.53
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  0.577
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  0.517
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  0.634
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  0.71
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  0.537
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  0.666
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  0.646
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.  0.684
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  0.662
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.  0.66
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  0.595
2001 Romberg JK, Choi H, Baraniuk RG. Multiscale edge grammars for complex wavelet transforms Ieee International Conference On Image Processing. 1: 614-617.  0.518
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