DocumentCode
155584
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
fYear
2014
fDate
22-24 Sept. 2014
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing (MMSP), 2014 IEEE 16th International Workshop on
Conference_Location
Jakarta
Type
conf
DOI
10.1109/MMSP.2014.6958822
Filename
6958822
Link To Document