Title :
Towards a new image quality metric for evaluating the effects of tiled displays
Author :
McFadden, Steven B. ; Ward, Paul A. S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Abstract :
Tiled displays provide an effective means of displaying very large images but these displays suffer from unique grid-type distortions. These are caused by the gaps between each sub-display´s active area and have been largely ignored in the image quality assessment (IQA) literature. Recent work has suggested that current IQA metrics perform poorly when evaluating the effects of grid distortions and demonstrated the need for a new metric. This paper introduces this new IQA metric and tests it against a significantly expanded IQA database for grid-distorted images. We describe this new metric in detail and show how it provides a clear improvement over existing IQA quality metrics in evaluation of tiled image quality.
Keywords :
display instrumentation; IQA database; IQA literature; grid-distorted imaging; image quality assessment literature; image quality metric; tiled display effect evaluation; Correlation; Current measurement; Databases; Distortion measurement; Image quality; PSNR; image quality assessment (IQA); image quality database; image tiling; peak signal-to-noise-ratio (PSNR); structural similarity (SSIM); visual information fidelity (VIF);
Conference_Titel :
Image Processing (ICIP), 2014 IEEE International Conference on
Conference_Location :
Paris
DOI :
10.1109/ICIP.2014.7025112