Title :
A method for motion adaptive frame rate up-conversion
Author :
Castagno, Roberto ; Haavisto, Petri ; Ramponi, Giovanni
Author_Institution :
Dipartimento di Elettrotecnica Elettronica ed Inf., Trieste Univ., Italy
fDate :
10/1/1996 12:00:00 AM
Abstract :
A frame interpolation algorithm for frame rate up-conversion of progressive image sequences is proposed. The algorithm is based on simple motion compensation and linear interpolation. A motion vector is searched for each pixel in the interpolated image and the resulting motion field is median filtered to remove inconsistent vectors. Averaging along the motion trajectory is used to produce the interpolated pixel values. The main novelty of the proposed method is the motion compensation algorithm which has been designed with low computational complexity as an important criterion. Subsampled blocks are used in block matching and the vector search range is constrained to the most likely motion vectors. Simulation results show that good visual quality has been obtained with moderate complexity. The algorithm has been designed mainly for 50 Hz to 75 Hz frame rate up-conversion with applications in a multimedia environment, but it can also be used in advanced television receivers to remove artifacts due to low scan rate
Keywords :
adaptive signal processing; computational complexity; computer displays; high definition television; image sampling; image sequences; interference suppression; interpolation; median filters; motion compensation; multimedia systems; search problems; telecommunication standards; television interference; television receivers; video signal processing; 50 Hz; 75 Hz; advanced television receivers; artifacts removal; averaging; block matching; computational complexity; frame interpolation algorithm; interpolated image; linear interpolation; median filter; motion adaptive frame rate up-conversion; motion compensation; motion field; motion trajectory; motion vector; multimedia environment; progressive image sequences; scan rate; subsampled blocks; vector search range; visual quality; Algorithm design and analysis; Computer displays; Image converters; Image quality; Image sampling; Image sequences; Interpolation; Signal processing algorithms; TV; Vectors;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on