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1

Compressed sensing for practical optical imaging systems: a tutorial

Marcia, Roummel F.

Journal:

Optical Engineering

Year:

2011

Language:

english

File:

PDF, 736 KB

english, 2011

2

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Bounded gradient projection methods for sparse signal recovery

Hernandez, James, Harmany, Zachary, Thompson, Daniel, Marcia, Roummel

Year:

2011

Language:

english

File:

PDF, 613 KB

english, 2011

3

Compact representation of the full Broyden class of quasi-Newton updates

DeGuchy, Omar, Erway, Jennifer B., Marcia, Roummel F.

Journal:

Numerical Linear Algebra with Applications

Year:

2018

Language:

english

File:

PDF, 525 KB

english, 2018

4

A pivoting strategy for symmetric tridiagonal matrices

James R. Bunch, Roummel F. Marcia

Journal:

Numerical Linear Algebra with Applications

Year:

2005

Language:

english

File:

PDF, 118 KB

english, 2005

5

A simplified pivoting strategy for symmetric tridiagonal matrices

James R. Bunch, Roummel F. Marcia

Journal:

Numerical Linear Algebra with Applications

Year:

2006

Language:

english

File:

PDF, 71 KB

english, 2006

6

A backward stability analysis of diagonal pivoting methods for solving unsymmetric tridiagonal systems without interchanges

Jennifer B. Erway, Roummel F. Marcia

Journal:

Numerical Linear Algebra with Applications

Year:

2011

Language:

english

File:

PDF, 129 KB

english, 2011

7

Iterative Convex Quadratic Approximation for Global Optimization in Protein Docking

Roummel F. Marcia, Julie C. Mitchell, J. Ben Rosen

Journal:

Computational Optimization and Applications

Year:

2005

Language:

english

File:

PDF, 169 KB

english, 2005

8

Multi-funnel optimization using Gaussian underestimation

Roummel F. Marcia, Julie C. Mitchell, J. Ben Rosen

Journal:

Journal of Global Optimization

Year:

2007

Language:

english

File:

PDF, 281 KB

english, 2007

9

On solving sparse symmetric linear systems whose definiteness is unknown

Roummel F. Marcia

Journal:

Applied Numerical Mathematics

Year:

2008

Language:

english

File:

PDF, 176 KB

english, 2008

10

Limited-memory BFGS systems with diagonal updates

Jennifer B. Erway, Roummel F. Marcia

Journal:

Linear Algebra and its Applications

Year:

2012

Language:

english

File:

PDF, 287 KB

english, 2012

11

Superimposed video disambiguation for increased field of view

Marcia, Roummel F., Kim, Changsoon, Eldeniz, Cihat, Kim, Jungsang, Brady, David J., Willett, Rebecca M.

Journal:

Year:

2008

Language:

english

File:

PDF, 2.05 MB

english, 2008

12

Performance Bounds for Expander-Based Compressed Sensing in Poisson Noise

Raginsky, Maxim, Jafarpour, Sina, Harmany, Zachary T., Marcia, Roummel F., Willett, Rebecca M., Calderbank, Robert

Journal:

IEEE Transactions on Signal Processing

Year:

2011

Language:

english

File:

PDF, 1.14 MB

english, 2011

13

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Jose, CA (Sunday 18 January 2009)] Computational Imaging VII - Compressive coded aperture imaging

Marcia, Roummel F., Harmany, Zachary T., Willett, Rebecca M., Bouman, Charles A., Miller, Eric L., Pollak, Ilya

Year:

2009

Language:

english

File:

PDF, 901 KB

english, 2009

14

[IEEE 2012 IEEE Photonics Conference (IPC) - Burlingame, CA, USA (2012.09.23-2012.09.27)] IEEE Photonics Conference 2012 - Compressed sensing for practical optical imaging systems: A tutorial

Willett, Rebecca M., Marcia, Roummel F., Nichols, Jonathan

Year:

2012

Language:

english

File:

PDF, 155 KB

english, 2012

15

Shifted L-BFGS systems

Erway, Jennifer B., Jain, Vibhor, Marcia, Roummel F.

Journal:

Optimization Methods and Software

Year:

2014

Language:

english

File:

PDF, 176 KB

english, 2014

16

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Sparsity-regularized photon-limited imaging

Harmany, Zachary T., Marcia, Roummel F., Willett, Rebecca M.

Year:

2010

Language:

english

File:

PDF, 131 KB

english, 2010

17

[IEEE ICASSP 2011 - 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Prague, Czech Republic (2011.05.22-2011.05.27)] 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Sparse video recovery using Linearly Constrained Gradient Projection

Thompson, Daniel, Harmany, Zachary, Marcia, Roummel

Year:

2011

Language:

english

File:

PDF, 410 KB

english, 2011

18

[IEEE 2008 15th IEEE International Conference on Image Processing - San Diego, CA, USA (2008.10.12-2008.10.15)] 2008 15th IEEE International Conference on Image Processing - Fast disambiguation of superimposed images for increased field of view

Marcia, Roummel F., Kim, Changsoon, Kim, Jungsang, Brady, David J., Willett, Rebecca M.

Year:

2008

Language:

english

File:

PDF, 402 KB

english, 2008

19

[IEEE 2009 IEEE International Symposium on Information Theory - ISIT - Seoul, South Korea (2009.06.28-2009.07.3)] 2009 IEEE International Symposium on Information Theory - Sequential probability assignment via online convex programming using exponential families

Raginsky, Maxim, Marcia, Roummel F., Silva, Jorge, Willett, Rebecca M.

Year:

2009

Language:

english

File:

PDF, 1.39 MB

english, 2009

20

[IEEE ICASSP 2008 - 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Las Vegas, NV, USA (2008.03.31-2008.04.4)] 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Compressive coded aperture superresolution image reconstruction

Marcia, Roummel F., Willett, Rebecca M.

Year:

2008

Language:

english

File:

PDF, 145 KB

english, 2008

21

[IEEE 2010 17th IEEE International Conference on Image Processing (ICIP 2010) - Hong Kong, Hong Kong (2010.09.26-2010.09.29)] 2010 IEEE International Conference on Image Processing - Gradient projection for linearly constrained convex optimization in sparse signal recovery

Harmany, Zachary, Thompson, Daniel, Willett, Rebecca, Marcia, Roummel F.

Year:

2010

Language:

english

File:

PDF, 344 KB

english, 2010

22

[IEEE 2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP) - Cardiff, United Kingdom (2009.08.31-2009.09.3)] 2009 IEEE/SP 15th Workshop on Statistical Signal Processing - Sparse poisson intensity reconstruction algorithms

Harmany, Zachary T., Marcia, Roummel F., Willett, Rebecca M.

Year:

2009

Language:

english

File:

PDF, 135 KB

english, 2009

23

[IEEE 2013 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Austin, TX, USA (2013.12.3-2013.12.5)] 2013 IEEE Global Conference on Signal and Information Processing - Dual-scale masks for spatio-temporal compressive imaging

Harmany, Zachary T., Marcia, Roummel F., Willett, Rebecca M.

Year:

2013

Language:

english

File:

PDF, 847 KB

english, 2013

24

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Compressive video recovery with upper and lower bound constraints

Jones, David R., Schlick, Rachel O., Marcia, Roummel F.

Year:

2012

Language:

english

File:

PDF, 366 KB

english, 2012

25

[IEEE 2013 Asilomar Conference on Signals, Systems and Computers - Pacific Grove, CA, USA (2013.11.3-2013.11.6)] 2013 Asilomar Conference on Signals, Systems and Computers - Shifted limited-memory DFP systems

Erway, Jennifer B., Jain, Vibhor, Marcia, Roummel F.

Year:

2013

Language:

english

File:

PDF, 127 KB

english, 2013

26

Global optimization in protein docking using clustering, underestimation and semidefinite programming

Marcia, Roummel F., Mitchell, Julie C., Wright, Stephen J.

Journal:

Optimization Methods and Software

Year:

2007

Language:

english

File:

PDF, 118 KB

english, 2007

27

[IEEE 2010 17th IEEE International Conference on Image Processing (ICIP 2010) - Hong Kong, Hong Kong (2010.09.26-2010.09.29)] 2010 IEEE International Conference on Image Processing - Poisson image reconstruction with total variation regularization

Willett, Rebecca M., Harmany, Zachary T., Marcia, Roummel F.

Year:

2010

Language:

english

File:

PDF, 129 KB

english, 2010

28

Algorithm 943

Erway, Jennifer B., Marcia, Roummel F.

Journal:

ACM Transactions on Mathematical Software

Year:

2014

Language:

english

File:

PDF, 149 KB

english, 2014

29

SPIE Proceedings [SPIE SPIE Photonics Europe - Brussels, Belgium (Monday 12 April 2010)] Optics, Photonics, and Digital Technologies for Multimedia Applications - Compressive coded apertures for high-resolution imaging

Schelkens, Peter, Marcia, Roummel F., Harmany, Zachary T., Ebrahimi, Touradj, Cristóbal, Gabriel, Willett, Rebecca M., Truchetet, Frédéric, Saarikko, Pasi

Year:

2010

Language:

english

File:

PDF, 579 KB

english, 2010

30

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Jose, California (Sunday 17 January 2010)] Computational Imaging VIII - SPIRAL out of convexity: sparsity-regularized algorithms for photon-limited imaging

Harmany, Zachary T., Marcia, Roummel F., Willett, Rebecca M., Bouman, Charles A., Pollak, Ilya, Wolfe, Patrick J.

Year:

2010

Language:

english

File:

PDF, 188 KB

english, 2010

31

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Nonconvex relaxation for Poisson intensity reconstruction

Adhikari, Lasith, Marcia, Roummel F.

Year:

2015

Language:

english

File:

PDF, 1.30 MB

english, 2015

32

On Efficiently Computing the Eigenvalues of Limited-Memory Quasi-Newton Matrices

Erway, Jennifer B., Marcia, Roummel F.

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2015

Language:

english

File:

PDF, 247 KB

english, 2015

33

[IEEE 2015 23rd European Signal Processing Conference (EUSIPCO) - Nice, France (2015.8.31-2015.9.4)] 2015 23rd European Signal Processing Conference (EUSIPCO) - p-th Power total variation regularization in photon-limited imaging via iterative reweighting

Adhikari, Lasith, Marcia, Roummel F.

Year:

2015

Language:

english

File:

PDF, 157 KB

english, 2015

34

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Nonconvex reconstruction for low-dimensional fluorescence molecular tomographic poisson observations

Adhikari, Lasith, Zhu, Dianwen, Li, Changqing, Marcia, Roummel F.

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

35

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Sparse signal recovery methods for variant detection in next-generation sequencing data

Banuelos, Mario, Almanza, Rubi, Adhikari, Lasith, Sindi, Suzanne, Marcia, Roummel F.

Year:

2016

Language:

english

File:

PDF, 1.22 MB

english, 2016

36

On solving L-SR1 trust-region subproblems

Brust, Johannes, Erway, Jennifer B., Marcia, Roummel F.

Journal:

Computational Optimization and Applications

Year:

2017

Language:

english

File:

PDF, 904 KB

english, 2017

37

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Analysis of p-norm regularized subproblem minimization for sparse photon-limited image recovery

Orkusyan, Aramayis, Adhikari, Lasith, Valenzuela, Joanna, Marcia, Roummel F.

Year:

2016

Language:

english

File:

PDF, 232 KB

english, 2016

38

On solving large-scale limited-memory quasi-Newton equations

Erway, Jennifer B., Marcia, Roummel F.

Journal:

Linear Algebra and its Applications

Year:

2016

Language:

english

File:

PDF, 524 KB

english, 2016

39

[IEEE 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Orlando, FL, USA (2016.8.16-2016.8.20)] 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Constrained variant detection with SPaRC: Sparsity, parental relatedness, and coverage

Banuelos, Mario, Almanza, Rubi, Adhikari, Lasith, Marcia, Roummel F., Sindi, Suzanne

Year:

2016

Language:

english

File:

PDF, 929 KB

english, 2016

40

[IEEE 2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG) - Coimbra, Portugal (2017.2.16-2017.2.18)] 2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG) - Biomedical signal recovery: Genomic variant detection in family lineages

Banuelos, Mario, Almanza, Rubi, Adhikari, Lasith, Sindi, Suzanne, Marcia, Roummel F.

Year:

2017

Language:

english

File:

PDF, 137 KB

english, 2017

41

[IEEE 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Washington DC, DC, USA (2016.12.7-2016.12.9)] 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - Sparse reconstruction for fluorescence lifetime imaging microscopy with poisson noise

Adhikari, Lasith, Kim, Arnold D., Marcia, Roummel F.

Year:

2016

Language:

english

File:

PDF, 387 KB

english, 2016

42

Nonconvex Regularization-Based Sparse Recovery and Demixing With Application to Color Image Inpainting

Wen, Fei, Adhikari, Lasith, Pei, Ling, Marcia, Roummel F., Liu, Peilin, Qiu, Robert C.

Journal:

Year:

2017

Language:

english

File:

PDF, 12.51 MB

english, 2017

43

[IEEE 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) - Rochester, MN, USA (2017.5.7-2017.5.10)] 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) - Sparse diploid spatial biosignal recovery for genomic variation detection

Banuelos, Mario, Adhikari, Lasith, Almanza, Rubi, Fujikawa, Andrew, Sahagun, Jonathan, Sanderson, Katharine, Spence, Melissa, Sindi, Suzanne, Marcia, Roummel F.

Year:

2017

Language:

english

File:

PDF, 860 KB

english, 2017

44

[IEEE 2017 International Conference on Sampling Theory and Applications (SampTA) - Tallin, Estonia (2017.7.3-2017.7.7)] 2017 International Conference on Sampling Theory and Applications (SampTA) - Mixture regression as subspace clustering

Pimentel-Alarcon, Daniel, Balzano, Laura, Marcia, Roummel, Nowak, Robert, Willett, Rebecca

Year:

2017

Language:

english

File:

PDF, 356 KB

english, 2017

45

[IEEE 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Curacao (2017.12.10-2017.12.13)] 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Photon-Limited fluorescence lifetime imaging microscopy signal recovery with known bounds

DeGuchy, Omar, Adhikari, Lasith, Kim, Arnold, Marcia, Roummel F.

Year:

2017

Language:

english

File:

PDF, 382 KB

english, 2017

46

[IEEE 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) - Rochester, MN, USA (2017.5.7-2017.5.10)] 2017 IEEE International Symposium on Medical Measurements and Applications (MeMeA) - Nonconvex regularization for sparse genomic variant signal detection

Banuelos, Mario, Adhikari, Lasith, Almanza, Rubi, Fujikawa, Andrew, Sahagun, Jonathan, Sanderson, Katharine, Spence, Melissa, Sindi, Suzanne, Marcia, Roummel F.

Year:

2017

Language:

english

File:

PDF, 821 KB

english, 2017

47

[IEEE 2018 26th European Signal Processing Conference (EUSIPCO) - Rome (2018.9.3-2018.9.7)] 2018 26th European Signal Processing Conference (EUSIPCO) - Trust-Region Minimization Algorithm for Training Responses (TRMinATR): The Rise of Machine Learning Techniques

Rafati, Jacob, DeGuchy, Omar, Marcia, Roummel F.

Year:

2018

Language:

english

File:

PDF, 415 KB

english, 2018

48

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Deep Neural Networks for Low-resolution Photon-limited Imaging

DeGuchy, Omar, Santiago, Fabian, Banuelos, Mario, Marcia, Roummel F.

Year:

2019

Language:

english

File:

PDF, 507 KB

english, 2019

49

Detecting Inherited and Novel Structural Variants in Low-Coverage Parent-Child Sequencing Data

Spence, Melissa, Banuelos, Mario, Marcia, Roummel F., Sindi, Suzanne

Journal:

Year:

2019

Language:

english

File:

PDF, 3.02 MB

english, 2019

50

A dense initialization for limited-memory quasi-Newton methods

Brust, Johannes, Burdakov, Oleg, Erway, Jennifer B., Marcia, Roummel F.

Journal:

Computational Optimization and Applications

Year:

2019

Language:

english

File:

PDF, 823 KB

english, 2019