Feasibility and performances of compressed sensing and sparse map-making with Herschel/PACS data

Astronomy and Astrophysics

Volumn 527, Issue 12, 2011, Pages

  Barbey, N ^a   Sauvage, M ^a   Starck, J L ^a   Ottensamer, R ^b   Chanial, P ^a  

^a CEA SACLAY   (France)

^b UNIVERSITY OF VIENNA   (Austria)

Author keywords

infrared: general; instrumentation: photometers; methods: numerical; methods: observational

Indexed keywords

COMPRESSED SENSING; COMPRESSION FACTOR; COMPRESSION METHODS; COMPRESSION SCHEME; HERSCHEL SPACE OBSERVATORIES; IMAGING CAMERA; INFRARED: GENERAL; INSTRUMENTATION: PHOTOMETERS; ITS DATA; LIMITED BANDWIDTH; LOSSLESS COMPRESSION; MAP ESTIMATION; METHODS: NUMERICALS; METHODS: OBSERVATIONAL; NEW THEORY; SIGNAL PROCESS;

IMAGE COMPRESSION; INSTRUMENTS; MAPPING; NUMERICAL METHODS; OBSERVATORIES; PHOTOMETERS; PHOTOMETRY; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION;

DATA COMPRESSION;

EID: 79551604223     PISSN: 00046361     EISSN: 14320746     Source Type: Journal    
DOI: 10.1051/0004-6361/201015779     Document Type: Article

References (20)

1. Bertin, E., & Arnouts, S. 1996, A&AS, 117, 393
2. Bobin, J., Starck, J., & Ottensamer, R. 2008, IEEE J. Selected Topics Signal Process., 2, 718
3. Borer, T., & Davies, T. 2005, EBU Tech. Rev., 303
4. Bruckstein, A., Donoho, D., & Elad, M. 2009, SIAM Rev., 51, 34
5. Candès, E. 2006, in Proc. the International Congress of Mathematicians, Citeseer, 3, 14331452
6. Candès, E. 2008, Comp. R. Math., 346, 589
7. Candes, E., & Wakin, M. 2008, IEEE Signal Process. Mag., 25, 21
8. Cantalupo, C., Borrill, J., Jaffe, A., Kisner, T., & Stompor, R. 2010, Ap&SS, 187, 212
9. de Graauw, T., Helmich, F. P., Phillips, T. G., et al. 2010, A&A, 518, L6
10. Donoho, D. 2006, IEEE Transac. on Information Theory, 52, 1289
11. Griffin, M. J., Abergel, A., Abreu, A., et al. 2010, A&A, 518, L3
12. Lustig, M., Donoho, D., & Pauly, J. 2007, Magnetic Resonance in Medicine, 58, 1182
13. Ottensamer, R., & Kerschbaum, F. 2008, in SPIE Conf. Ser., 7019
14. Pence, W. D., White, R. L., & Seaman, R. 2010, PASP, 122, 1065
15. Pilbratt, G. L., Riedinger, J. R., Passvogel, T., et al. 2010, A&A, 518, L1
16. Poglitsch, A., Waelkens, C., Geis, N., et al. 2010, A&A, 518, L2
17. Pratt, W., Kane, J., & Andrews, H. 1969, Proceedings of the IEEE, 57, 58
18. Skodras, A., Christopoulos, C., & Ebrahimi, T. 2001, IEEE Signal Process. Mag., 18, 36
19. Starck, J.-L., Murtagh, F., & Fadili, M. 2010, Sparse Image and Signal Process. (Cambridge University Press)
20. Stojnic, M., Xu, W., & Hassibi, B. 2008, in IEEE Int. Symp. on Information Theory, 2182