Review Article

Seven Challenges in Image Quality Assessment: Past, Present, and Future Research

Figure 15

When judging the quality of a distorted image containing near-threshold distortions, one tends to rely primarily on visual detection (often using point-by-point comparisons with the original image) in an attempt to locate any visible differences. (a) Closeup of original image bikes; (b) closeup of image bikes distorted via JPEG-2000 compression; (c) close-up of image bikes distorted by additive Gaussian white noise. DMOS values indicate differential mean opinion scores from the LIVE image database [124]. Figure from [139].
905685.fig.0015a
(a) Original image
905685.fig.0015b
(b) JPEG-2000 compression DMOS = 17.7
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(c) White noise DMOS = 23.5