Can state-of-the-art HVS based objective image quality criteria be used for image reconstruction techniques based on ROI analysis?

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00193997" target="_blank" >RIV/68407700:21230/12:00193997 - isvavai.cz</a>
Result on the web
<a href="http://spie.org/x12290.xml" target="_blank" >http://spie.org/x12290.xml</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1117/12.923612" target="_blank" >10.1117/12.923612</a>

Result language
angličtina
Original language name
Can state-of-the-art HVS based objective image quality criteria be used for image reconstruction techniques based on ROI analysis?
Original language description
Various image processing techniques in multimedia technology are optimized using visual attention feature of the human visual system. Spatial non-uniformity causes that different locations in an image are of different importance in terms of perception ofthe image. In other words, the perceived image quality depends mainly on the quality of important locations known as regions of interest. The performance of such techniques is measured by subjective evaluation or objective image quality criteria. Many state-of-the-art objective metrics are based on HVS properties; SSIM, MS-SSIM based on image structural information, VIF based on the information that human brain can ideally gain from the reference image or FSIM utilizing the low-level features to assignthe different importance to each location in the image. But still none of these objective metrics utilize the analysis of regions of interest. We solve the question if these objective metrics can be used for effective evaluation of image
Czech name
—
Czech description
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Project
<a href="/en/project/GAP102%2F10%2F1320" target="_blank" >GAP102/10/1320: Research and modeling of advanced methods of image quality evaluation</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Optics, Photonics, and Digital Technologies for Multimedia Applications II
ISBN
978-0-8194-9128-2
ISSN
0277-786X
e-ISSN
—
Number of pages
12
Pages from-to
1-12
Publisher name
SPIE - The International Society for Optical Engineering
Place of publication
Washington
Event location
Brussels
Event date
Apr 16, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000305508300050

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