Presentation 2014-05-29
Development of assessment procedure for picture degradation using a saliency map
Hayato TERANAKA, Minoru NAKAYAMA,
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Abstract(in English) In the image quality assessment, SSIM and PSNR, that are representative physical assessment, are not dependent on characteristics of images. However, the subjective assessment is influenced by the specific object in images. In this study, we propose a physical assessment method according to the subjective assessment, the combination of PSNR and the saliency map, assesses visual attentions. To examine the validity of the proposed method, we assessed degraded images by subjects. It had higher correlation than SSIM and PSNR had. In addition, the results show the conditions under which the proposed method is closest to the results of subjective assessment, in which skewness and kurtosis of the Fourier spectrum are used as the image feature amounts.
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Keyword(in English) Image quality assessment / picture degradation / saliency map
Paper # HCS2014-20,HIP2014-20
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Committee HCS
Conference Date 2014/5/22(1days)
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Registration To Human Communication Science (HCS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Development of assessment procedure for picture degradation using a saliency map
Sub Title (in English)
Keyword(1) Image quality assessment
Keyword(2) picture degradation
Keyword(3) saliency map
1st Author's Name Hayato TERANAKA
1st Author's Affiliation Tokyo Institute of Technology()
2nd Author's Name Minoru NAKAYAMA
2nd Author's Affiliation Tokyo Institute of Technology
Date 2014-05-29
Paper # HCS2014-20,HIP2014-20
Volume (vol) vol.114
Number (no) 67
Page pp.pp.-
#Pages 6
Date of Issue