High-resolution video imaging satellite provides us real-time and nicety remote sensing data on the Earth.However,its application is also severely restricted by varieties of problems such as huge amounts of processing data and difficult remote sensing transmission.As a newly developed sampling theory,Compressed Sensing(CS)asserts that,when dealing with signals which are sparse or approximately sparse in a known basis,one can reconstruct the signals accurately or high precisely by solving sparse optimization...