Although three-dimensional (3D) Enhance the visual quality displays more than two - dimensional (2D) displays, 3D displays information necessary depth is not available in conventional 2D content. Therefore, the 2D to 3D video conversion has become an important issue in the development of 3D applications. Our paper presenting the novel algorithm which automatically converts 2D movies into 3D ones. The proposed algorithm uses the edge information of the object image segment groups. A depth map is based on a deep crack gradient allocated hypothesized model. Further, the depth map is block - based allocation through cooperation with a cross bilateral filter generate depth maps efficient and comfortable visual artifacts also reduce the block. A multi -view video can be easily generated using a method based on image rendering depth one. © 2015 Elsevier B.V., All rights reserved.