8.4

Perceptual quality assessment for motion compensated frame interpolation

Kang Sun Choi, Yeo Min Yun, Jong Woo Han, Sung-Jea Ko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a novel non-reference 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.

Original languageEnglish
Title of host publicationDigest of Technical Papers - SID International Symposium
Pages102-105
Number of pages4
Volume41 1
Publication statusPublished - 2010 May

Fingerprint

Interpolation

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Choi, K. S., Yun, Y. M., Han, J. W., & Ko, S-J. (2010). 8.4: Perceptual quality assessment for motion compensated frame interpolation. In Digest of Technical Papers - SID International Symposium (Vol. 41 1, pp. 102-105)

8.4 : Perceptual quality assessment for motion compensated frame interpolation. / Choi, Kang Sun; Yun, Yeo Min; Han, Jong Woo; Ko, Sung-Jea.

Digest of Technical Papers - SID International Symposium. Vol. 41 1 2010. p. 102-105.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Choi, KS, Yun, YM, Han, JW & Ko, S-J 2010, 8.4: Perceptual quality assessment for motion compensated frame interpolation. in Digest of Technical Papers - SID International Symposium. vol. 41 1, pp. 102-105.
Choi KS, Yun YM, Han JW, Ko S-J. 8.4: Perceptual quality assessment for motion compensated frame interpolation. In Digest of Technical Papers - SID International Symposium. Vol. 41 1. 2010. p. 102-105
Choi, Kang Sun ; Yun, Yeo Min ; Han, Jong Woo ; Ko, Sung-Jea. / 8.4 : Perceptual quality assessment for motion compensated frame interpolation. Digest of Technical Papers - SID International Symposium. Vol. 41 1 2010. pp. 102-105
@inproceedings{c4ab4b892511433aa3680680d4ae3b12,
title = "8.4: Perceptual quality assessment for motion compensated frame interpolation",
abstract = "In this paper, a novel non-reference 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.",
author = "Choi, {Kang Sun} and Yun, {Yeo Min} and Han, {Jong Woo} and Sung-Jea Ko",
year = "2010",
month = "5",
language = "English",
volume = "41 1",
pages = "102--105",
booktitle = "Digest of Technical Papers - SID International Symposium",

}

TY - GEN

T1 - 8.4

T2 - Perceptual quality assessment for motion compensated frame interpolation

AU - Choi, Kang Sun

AU - Yun, Yeo Min

AU - Han, Jong Woo

AU - Ko, Sung-Jea

PY - 2010/5

Y1 - 2010/5

N2 - In this paper, a novel non-reference 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.

AB - In this paper, a novel non-reference 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.

UR - http://www.scopus.com/inward/record.url?scp=84863316627&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84863316627&partnerID=8YFLogxK

M3 - Conference contribution

VL - 41 1

SP - 102

EP - 105

BT - Digest of Technical Papers - SID International Symposium

ER -