We present a new image completion method based on a large displacement view (LDV) for faithfully repairing large missing regions on the target image with complex structure information.A coarse-to-fine distortion correction algorithm is proposed to minimize the perspective distortion in the LDV image

which performs following three steps in order

i.e.homography based LDV warping

energy optimization of overlap correspondences and energy optimization for hole filling.Then

the rectified LDV image is used to restore the missing pixels.We finally eliminate the ghost effect between the repaired region and its surroundings by Poisson image blending.Experiments show that our method outperforms recent state-of-the-art image completion methods.