A new approach to reconstruct a 3D high-resolution image from a sequence of low resolution images

摘要

In this paper we propose a new approach to address the 3D multiframe reconstruction problem, by which a high resolution image is reconstructed from several low resolution images. The originality of this approach is that we regard the 3D perspective transformation as a part of the degradation faced by the imaging process from the original 3D object surface to the 2D imaged frames. Therefore, we reconstruct the pixel values of the original image directly from the low resolution image sequences. The quality of this approach is well demonstrated by simulated experiments.