8.4: Perceptual Quality Assessment for Motion Compensated Frame Interpolation

In this paper, a novel nonreference video quality metric is proposed to evaluate motion compensated frame interpolation MCFI methods. Instead of using any exact reference frames, the proposed method estimates appropriate reference regions for every local region of interpolated frames by exploiting t...

Full description

Saved in:
Bibliographic Details
Published in:SID International Symposium Digest of technical papers 2010-05, Vol.41 (1), p.102-105
Main Authors: Choi, Kang Sun, Yun, Yeo-Min, Han, Jong-Woo, Ko, Sung-Jea
Format: Article
Language:English
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In this paper, a novel nonreference video quality metric is proposed to evaluate motion compensated frame interpolation MCFI methods. Instead of using any exact reference frames, the proposed method estimates appropriate reference regions for every local region of interpolated frames by exploiting temporal correlation in frame interpolated video sequences. Then, the quality of the interpolated frame can be measured accurately by quantifying the image structural similarity between the corresponding local regions. Experimental results demonstrate that the proposed metric shows high correlation with the subjective evaluation of human observers significantly.
ISSN:0097-966X
2168-0159
DOI:10.1889/1.3499824