Compressed sensing in astronomy and remote sensing: A data fusion perspective

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7446, Issue , 2009, Pages

  Bobin, J ^b   Starck, J L ^a  

^a CNRS   (France)

^b CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Astronomy; Compressed sensing; Data fusion; Remote sensing; Wavelets

Indexed keywords

ASTRONOMICAL DATA; COMPRESSED SENSING; HERSCHEL; ILLUSTRATIVE EXAMPLES; RASTER SCANS; SHANNON SAMPLING; SPARSE REPRESENTATION; WAVELETS;

ASTROPHYSICS; DATA FUSION; INFORMATION FUSION; REMOTE SENSING; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION; SPACE FLIGHT; SPACECRAFT INSTRUMENTS;

DATA COMPRESSION;

EID: 70449496869     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.830633     Document Type: Conference Paper

References (15)

1. J. Bobin, J.-L. Starck, and R. Ottensamer, "Compressed sensing in astronomy, " IEEE Journal of Selected Topics in Signal Processing 2(5), pp. 718-726, 2008.
2. R. White, M. Postman, and M. Lattanzi, "Compression of the Guide Star digitised Schmidt plates, " in Digitized Optical Sky Surveys, H. MacGillivray and E. Thompson, eds., pp. 167-175, Kluwer, 1992.
3. J.-L. Starck, F. Murtagh, B. Pirenne, and M. Albrecht, "Astronomical image compression based on noise suppression, " Publications of the Astronomical Society of the Pacific 108, pp. 446-455, 1996.
4. E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information, " IEEE Trans. on Information Theory 52(2), pp. 489- 509, 2006.
5. D. Donoho, "Compressed sensing, " IEEE Trans. on Information Theory 52(4), pp. 1289-1306, 2006.
6. E. Candès, "Compressive sampling, " International Congress of Mathematics, Madrid, 2006.
7. R. Baraniuk, "Compressive sensing, " IEEE Signal Processing Magazine, July 2007.
8. D. Donoho and Y. Tsaig, "Extensions of compressed sensing., " Signal Processing 86(3), pp. 5433- 5480, 2006.
9. R. Coifman, F. Geshwind, and Y. Meyer, "Noiselets, " Appl. Comput. Harmon. Anal 10(1), pp. 27- 44, 2001.
10. E. Candès and J. Romberg, "Sparsity and incoherence in compressive sampling, " Preprint - available at http://www.dsp.ece.rice. edu/cs/, 2006.
11. D. L. Donoho, "Compressed sensing, " IEEE Trans. on Information Theory 52(4), pp. 1289-1306, April 2006.
12. E. Candès, "The restricted isometry property and its implications for compressed sensing, " tech. rep., Caltech, 2008.
13. S. Becker, J. Bobin, and E. J. Candès, "Nesta: a fast and accurate first-order method for sparse recovery, " SIAM Journal on Imaging Science - submitted, 2009.
14. A. Poglitscha, C. Waelkensb, O. Bauera, J. Cepac, H. Feuchtgrubera, T. Henning, C. van Hoofe, F. Kerschbaumf, D. Lemked, E. Renotteg, L. Rodriguez, P. Saracenoi, and B. Vandenbussche, "The photodetector array camera and spectrometer (pacs) for the herschel space observatory, " in SPIE, 2006.
15. A. N. Belbachir, H. Bischof, R. Ottensamer, F. Kerschbaum, and C. Reimers, "On-board data processing to lower bandwidth requirements on an infrared astronomy satellite: Case of herschelpacs camera, " EURASIP Journal for Applied Signal Processing 15, pp. 2585-2594, 2005.