Study Of Motion Estimation Algorithms For Interpolation Of Low Rate Video Frames

It is a great challenge to interpolate low rate video frames when the movement is large. Using classical block matching methods introduces a combinatorial explosion problem. In this thesis, the 5-to-10 frames per second(fps) interpolation problem is considered, with view on videoconferencing applica...

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Bibliographic Details
Main Author: Abdul Karim, Hezerul
Format: Thesis
Published: 2002
Subjects:
Online Access:http://shdl.mmu.edu.my/508/
Description
Summary:It is a great challenge to interpolate low rate video frames when the movement is large. Using classical block matching methods introduces a combinatorial explosion problem. In this thesis, the 5-to-10 frames per second(fps) interpolation problem is considered, with view on videoconferencing application. Several methods are investigated, from plain averaging, over block matching methods, up to multi-resolution approaches.