Temporal error concealment for H.264 using optimum regression plane

Highly compressed video bitstreams transmitted over error-prone communications networks can suffer from packet erasures. in order to avoid effor-catalyzed artifacts from producing visible corruption of affected video frames, the use of error concealment at the video decoder becomes essential, especially in regard to wireless video transmission which can suffer packet loss more easily due to fluctuating channel conditions. Temporal error concealment techniques are usually successful when there is continuous high correlation between the frames of the coded sequence. The proposed temporal error concealment techniques consist of a novel and unique mathematical model, the optimum regression plane, developed for the repair of damaged motion vectors, and the creation of a framework to perform the variable block size motion compensation based on predictive motion vectors in Laplacian distribution model space for H.264 decoder. Experiments performed using the proposed temporal error concealment method resulted in excellent gains of up to 3.89 dB compared to those of the Joint Model (JM) method for a wide range of benchmark sequences.