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This paper is related to reconstruct the binary images from small number of projections. Objectives: To enhance the unambiguousness of image reconstructed. Other goal isto reduce the time of reconstruction of image. Method: In this paper, we put forward a new approach for reconstruction. Firstly, image is reconstructed using Chang's Algorithm and we utilize two projections first diagonal projections and second anti-diagonal projections for reconstruction. Then Genetic Algorithm is applied ondoi:10.17485/ijst/2016/v9i45/104103 fatcat:libtmcy5indczgirkpnut4mjcy