Title :
Iterative hierarchical true motion estimation for temporal frame interpolation
Author :
Veselov, Anton ; Gilmutdinov, Marat
Author_Institution :
Infocommunication systemsg Dept., St.-Petersburg State Univ. of Aerosp. Instrum., St. Petersburg, Russia
Abstract :
Temporal frame interpolation is an important problem in many areas of modern video processing. However the task of accurate motion estimation for temporal interpolation is an open issue. In this paper we propose a new motion estimation algorithm for motion compensated frame interpolation. The developed algorithm is consistent with the conventional model of true motion and can be considered as a method of local minimization for the optimization problem defined within this model. The evaluation of the algorithm is performed for frame rate up-conversion problem. Simulation results demonstrate performance comparable to existing frame rate up-conversion methods.
Keywords :
interpolation; iterative methods; minimisation; motion compensation; motion estimation; video signal processing; frame rate up-conversion problem; iterative hierarchical true motion estimation; local minimization; modern video processing; motion compensated frame interpolation; optimization problem; temporal frame interpolation; Interpolation; Motion estimation; Optimization; Reliability; Signal processing algorithms; Vectors; Visualization;
Conference_Titel :
Multimedia Signal Processing (MMSP), 2014 IEEE 16th International Workshop on
Conference_Location :
Jakarta
DOI :
10.1109/MMSP.2014.6958822