Image reconstruction from the 1997 Ipswich data using conjugate-gradient

P. Lobel 1 Christian Pichot 1 Laure Blanc-Féraud 2 Michel Barlaud 3 A.K. Louis 4
2 MORPHEME - Morphologie et Images
CRISAM - Inria Sophia Antipolis - Méditerranée , IBV - Institut de Biologie Valrose : U1091, Laboratoire I3S - SIS - Signal, Images et Systèmes
Abstract : The conjugate gradient algorithm is shown to be effective in reconstructing targets from experimental radar measurements. Enhancement, using the reciprocity relation to complete the scattered data, is also shown. The small number of iterations needed to obtain a satisfying solution (less than 50 iterations), combined with the increasing computation power of new processors (an SGI R10000 needs 30 sec to compute one iteration), make it possible for this algorithm to be used for practical applications.
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Submitted on : Monday, May 5, 2014 - 8:15:25 AM
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P. Lobel, Christian Pichot, Laure Blanc-Féraud, Michel Barlaud, A.K. Louis. Image reconstruction from the 1997 Ipswich data using conjugate-gradient. IEEE Antennas and Propagation Magazine, Institute of Electrical and Electronics Engineers, 1999, 41 (1), pp.48-51. ⟨10.1109/74.755026⟩. ⟨hal-00986849⟩

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