Classical and neural methods of image sequence interpolation

摘要

An image interpolation problem is often encountered in many areas. Some examples are interpolation for coding/decoding process for transmission purposes, reconstructing a full frame from two interlaced sub-frames in normal TV or HDTV, or reconstruction of missing frames in old destroyed cinematic sequences. In this paper an overview of interframe interpolation methods is presented. Both direct as well as motion compensated interpolation (MCI) techniques are given by examples. The used methodology can also either classical or based on neural networks depending on demand of a specific interpolation problem solving person.