Abstract: Filter back projection(FBP) algorithm, local reconstruction algorithm(Local RA) and modified algebraic reconstruction technique are researched. The experiments of imaging reconstruction are made to these algorithms by using designed simulation data and real XCT data respectively. Analysis and comparison of these algorithms on reconstruction speed, spatial resolution, density resolution, as well as the advantages and disadvantages are given.