An Image Quality Assessment Model Based on the MPEG-7 Descriptor
Summary :
Our research is focused on examining the Image Quality Assessment Model based on the MPEG-7 descriptor and the No Reference model. The model retrieves a reference image using image search and evaluate its subject score as a pseudo Reduced Reference model. The MPEG-7 descriptor was originally used for content retrieval, but we discovered that the MPEG-7 descriptor can also be used for image quality assessment. We examined the performance of the proposed model and the results revealed that this method has a higher performance rating than the SSIM.
- Publication
- IEICE TRANSACTIONS on Fundamentals Vol.E94-A No.2 pp.509-518
- Publication Date
- 2011/02/01
- Publicized
- Online ISSN
- 1745-1337
- DOI
- 10.1587/transfun.E94.A.509
- Type of Manuscript
- Special Section PAPER (Special Section on Image Media Quality)
- Category
- Evaluation
Authors
Keyword
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Masaharu SATO, Yuukou HORITA, "An Image Quality Assessment Model Based on the MPEG-7 Descriptor" in IEICE TRANSACTIONS on Fundamentals,
vol. E94-A, no. 2, pp. 509-518, February 2011, doi: 10.1587/transfun.E94.A.509.
Abstract: Our research is focused on examining the Image Quality Assessment Model based on the MPEG-7 descriptor and the No Reference model. The model retrieves a reference image using image search and evaluate its subject score as a pseudo Reduced Reference model. The MPEG-7 descriptor was originally used for content retrieval, but we discovered that the MPEG-7 descriptor can also be used for image quality assessment. We examined the performance of the proposed model and the results revealed that this method has a higher performance rating than the SSIM.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E94.A.509/_p
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@ARTICLE{e94-a_2_509,
author={Masaharu SATO, Yuukou HORITA, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={An Image Quality Assessment Model Based on the MPEG-7 Descriptor},
year={2011},
volume={E94-A},
number={2},
pages={509-518},
abstract={Our research is focused on examining the Image Quality Assessment Model based on the MPEG-7 descriptor and the No Reference model. The model retrieves a reference image using image search and evaluate its subject score as a pseudo Reduced Reference model. The MPEG-7 descriptor was originally used for content retrieval, but we discovered that the MPEG-7 descriptor can also be used for image quality assessment. We examined the performance of the proposed model and the results revealed that this method has a higher performance rating than the SSIM.},
keywords={},
doi={10.1587/transfun.E94.A.509},
ISSN={1745-1337},
month={February},}
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TY - JOUR
TI - An Image Quality Assessment Model Based on the MPEG-7 Descriptor
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 509
EP - 518
AU - Masaharu SATO
AU - Yuukou HORITA
PY - 2011
DO - 10.1587/transfun.E94.A.509
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E94-A
IS - 2
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - February 2011
AB - Our research is focused on examining the Image Quality Assessment Model based on the MPEG-7 descriptor and the No Reference model. The model retrieves a reference image using image search and evaluate its subject score as a pseudo Reduced Reference model. The MPEG-7 descriptor was originally used for content retrieval, but we discovered that the MPEG-7 descriptor can also be used for image quality assessment. We examined the performance of the proposed model and the results revealed that this method has a higher performance rating than the SSIM.
ER -
English
