A sparsity constrainted image interpolation algorithm is presented based on wavelet and curvelet transform.The proposed algorithm exploits the wavelet transform′s sparse representation of the texture components in images and curvelet transform′s sparse representation of the cartoon components.The image interpolation is turned into the sparsity constrainted image restoration.An iterative projection process is used to drive the solution towards an improved high-resolution image.Experimental result...