Title :
Efficient motion compensated frame rate upconversion using multiple interpolations and median filtering
Author :
Luessi, Martin ; Katsaggelos, Aggelos K.
Author_Institution :
Dept. of EECS, Northwestern Univ., Evanston, IL, USA
Abstract :
Methods for motion compensated frame rate upconversion exploit motion in order to generate interpolated frames that are temporally located between the available original frames of a video sequence. When the interpolated frames are inserted into the original sequence, the resulting sequence has a higher visual quality due to the increased frame rate. We propose a method for motion compensated frame rate upconversion which reduces upconversion artifacts by combining multiple intermediate interpolations utilizing median filtering. We use an efficient block based motion estimation method which makes use of motion vectors extracted from an H.264 bitstream. Low computational complexity makes the method suitable for real time operation.
Keywords :
computational complexity; filtering theory; image sequences; interpolation; motion compensation; motion estimation; video coding; H.264 bitstream; block based motion estimation; computational complexity; intermediate interpolations; interpolated frames; median filtering; motion compensated frame rate upconversion; video sequence; Bandwidth; Bit rate; Computational complexity; Degradation; Digital video broadcasting; Filtering; Interpolation; Motion estimation; Streaming media; Video sequences; Frame rate upconversion; motion estimation;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414501