Frame rate up-conversion using region-based optical flow

Authors:
Thanakorn Sakchaicharoenkul
Affiliations:
Department of Computer Science, Faculty of Science and Technology, Thammasat University, Klong Luang, Pathumthani, Thailand
Venue:
Machine Graphics & Vision International Journal
Year:
2006

Citing 3
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Abstract

Frame rate up-conversion is widely used for converting between the standards and increasing the frame rate of low bit rate compression video conferences. The raster-based animation tweening algorithm [8] can not be directly applied with frame rate up-conversion, because the crucial procedure of the algorithm, the mean shift-based image segmentation method, can not handle complex characteristics of a real world video image. In some case, the background and foreground may be merged into one segment. In this work, a synergistic image segmentation method is used according to the particular needs of a real world video image. The experimental results illustrate that higher quality in-between frames can be obtained by the proposed algorithm.