Purify: A new approach to radio-interferometric imaging

Monthly Notices of the Royal Astronomical Society

Volumn 439, Issue 4, 2014, Pages 3591-3604

  Carrillo, R E ^a   McEwen, J D ^b,c   Wiauxl Y , ^a,d,e,f,g  

^a EPFL   (Switzerland)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

^d LAUSANNE UNIVERSITY HOSPITAL   (Switzerland)

^e UNIVERSITY OF LAUSANNE   (Switzerland)

^f UNIVERSITY OF GENEVA   (Switzerland)

^g HERIOT WATT UNIVERSITY   (United Kingdom)

Author keywords

Techniques: image processing; Techniques: interferometric

Indexed keywords

C (PROGRAMMING LANGUAGE); CLUSTERING ALGORITHMS; CONVEX OPTIMIZATION; IMAGE RECONSTRUCTION; INTERFEROMETRY; INVERSE PROBLEMS; PROBLEM SOLVING;

COMPRESSED-SENSING; CONVEX OPTIMIZATION ALGORITHMS; INTERFEROMETRIC IMAGING; METHOD OF MULTIPLIERS; MINIMIZATION PROBLEMS; NEW APPROACHES; REGULARIZATION PRIORS; SPARSITY REGULARIZATIONS; TECHNIQUE: INTERFEROMETRIC; TECHNIQUES: IMAGE PROCESSING;

VISIBILITY;

EID: 84897034761     PISSN: 00358711     EISSN: 13652966     Source Type: Journal    
DOI: 10.1093/mnras/stu202     Document Type: Article

References (47)

1. Baraniuk R., 2007, IEEE Signal Process. Mag., 24, 118
2. Beck A., Teboulle M., 2009a, SIAM J. Imaging Sci., 2, 183
3. Beck A., Teboulle M., 2009b, IEEE Trans. Image Process., 18, 2419
4. Bhatnagar S., Cornwell T. J., 2004, A&A, 426, 747
5. Bhatnagar S., Golap K., Cornwell T. J., 2008a, IEEE J. Sel. Top. Sig. Process., 2, 647
6. Bhatnagar S., Cornwell T. J., Golap K., Uson J. M., 2008b, A&A, 487, 419
7. Bhatnagar S., Rau U., Golap K., 2013, ApJ, 770, 91
8. Blythe J. H., 1957, MNRAS, 117, 644
9. Bobin J., Starck J. L., Fadili J.,Moudden Y., Donoho D., 2007, IEEE Trans. Image Process., 16, 2675
10. Boyd S., Parikh N., Chu E., Pelato B., Eckstein J., 2010, Found. Trends Mach. Learn., 3, 1
11. Candès E. J., 2006, in Sanz-Sole M., Soria J., Varona J. L., Verdera J., eds in Proc. Int. Congr. Math. Vol. 3, Compressive Sampling. European Mathematical Society Publishing House, Zürich, Switzerland, p. 1433
12. Candès E. J., Wakin M., Boyd S., 2008, J. Fourier Anal. Appl., 14, 877
13. Candès E. J., Eldar Y.,Needell D., Randall P., 2010, Appl. Comput.Harmon. Anal., 31, 59
14. Carrillo R. E., McEwen J. D., Wiaux Y., 2012, MNRAS, 426, 1223
15. Carrillo R. E.,McEwen J. D., Van De Ville D., Thiran J. P.,Wiaux Y., 2013, IEEE Signal Process. Lett., 20, 591
16. Combettes P. L., Pesquet J. C., 2007, IEEE J. Sel. Top. Signal Process., 1, 564
17. Combettes P. L., Pesquet J. C., 2011, Fixed-Point Algorithms for Inverse Problems in Science and Engineering. Springer, New York, p. 185
18. Cornwell T. J., 2008, IEEE J. Sel. Top. Signal Process., 2, 793
19. Cornwell T. J., Evans K. F., 1985, A&A, 143, 77
20. Donoho D. L., 2006, IEEE Trans. Inf. Theory, 52, 1289
21. Fornasier M., Rauhut H., 2011, Handbook of Mathematical Methods in Imaging. Springer, Berlin
22. Greengard L., Lee J. Y., 2004, SIAM Rev., 46, 443
23. Gribonval R., Nielsen M., 2003, IEEE Trans. Inf. Theory, 49, 3320
24. Högbom J. A., 1974, A&A, 15, 417
25. Li F., Cornwell T. J., de Hoog F., 2011, A&A, 31, A528
26. Mallat S., Zhang Z., 1993, IEEE Trans. Signal Process., 41, 3397
27. Marsh K. A., Richardson J. M., 1987, A&A, 182, 174
28. McEwen J. D., Wiaux Y., 2011, MNRAS, 413, 1318
29. Nam S., Davies M., Gribonval R., Elad M., 2013, Appl. Comput. Harmon. Anal., 34, 30
30. Rau U., Bhatnagar S., Voronkov M. A., Cornwell T. J., 2009, Proc. IEEE, 97, 1472
31. Rauhut H., Schnass K., Vandergheynst P., 2008, IEEE Trans. Inf. Theory, 54, 2210
32. Rudin L. I., Osher S., Fatemi E., 1992, Physica D, 60, 259
33. Ryle M., Hewish A., 1960, MNRAS, 120, 220
34. Ryle M., Vonberg D. D., 1946, Nature, 158, 339
35. Ryle M., Hewish A., Shakeshaft J., 1959, IEEE Trans. Antennas Propag., 7, 120
36. SaadY., 2003, Iterative Methods for Sparse Linear Systems. SIAM, Philadelphia
37. Schwarz U. J., 1978, A&A, 65, 345
38. Starck J., Murtagh F., Fadili J., 2010, Sparse Image and Signal Processing: Wavelets, Curvelets, Morphological Diversity. Cambridge Univ. Press, Cambridge
39. Suksmono A., 2009, in Nordin M. J., Jumari K., Zakaria M. S., eds, in Proc. Int. Conf. Electr. Eng. Inform., Vol. 1, International Conference on Electrical Engineering and Informatics. IEEE, New York, p.10
40. Sullivan I. S. et al., 2012, ApJ, 759, 17
41. Thompson A. R., Moran J. M., Swenson G. W., 2001, Interferometry and Synthesis in Radio Astronomy. Wiley-Interscience, New York
42. Wenger S., Magnor M., Pihlströsm Y., Bhatnagar S., Rau U., 2010, PASP, 122, 1367
43. Wiaux Y., Jacques L., Puy G., Scaife A. M. M., Vandergheynst P., 2009a, MNRAS, 395, 1733
44. Wiaux Y., Puy G., Boursier Y., Vandergheynst P., 2009b, MNRAS, 400, 1029
45. Wiaux Y., Puy G., Vandergheynst P., 2010, MNRAS, 402, 2626
46. Wolz L., McEwen J. D., Abdalla F. B., Carrillo R. E., Wiaux Y., 2013, MNRAS, 463, 1993
47. Zwart J. T. L. et al., 2008, MNRAS, 391, 1545