The inverse problem of synthetic aperture interferometric radiometers (SAIRs) aims at retrieving the brightness temperature map from visibility function samples. To efficiently obtain an accurate solution, accelerated iterative regularization technique is proposed to reconstruct SAIR map. acceleration modifies conventional least square using a negative penalty term speed up initial iterations. ...