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Measuring perceived video quality of MPEG enhancement by people with impaired vision

机译:测量视力障碍者对MPEG增强的感知视频质量

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摘要

We used a new method to measure the perceived quality of contrast-enhanced motion video. Patients with impaired vision (n = 24) and normally-sighted subjects (n = 6) adjusted the level of MPEG-based enhancement of 8 videos (4 minutes each) drawn from 4 categories. They selected the level of enhancement that provided the preferred view of the videos, using a reducing-step-size staircase procedure. Most patients made consistent selections of the preferred level of enhancement, indicating an appreciation of and a perceived benefit from the MPEG-based enhancement. The selections varied between patients and were correlated with letter contrast sensitivity, but the selections were not affected by training, experience or video category. We measured just noticeable differences (JNDs) directly for videos, and mapped the image manipulation (enhancement in our case) onto an approximately linear perceptual space. These tools and approaches will be of value in other evaluations of the image quality of motion video manipulations.
机译:我们使用一种新的方法来测量对比度增强的运动视频的感知质量。视力受损的患者(n = 24)和视力正常的患者(n = 6)调整了基于MPEG的4种类别的8个视频(每个4分钟)的增强水平。他们使用减小步长的阶梯程序选择了提供视频首选视图的增强级别。大多数患者对首选的增强级别进行了一致的选择,表明对基于MPEG的增强有所了解并从中受益。不同患者之间的选择有所不同,并且与字母对比度敏感度相关,但是这些选择不受培训,经验或视频类别的影响。我们直接针对视频测量了明显的差异(JND),并将图像操作(在我们的情况下为增强)映射到近似线性的感知空间。这些工具和方法将对运动视频操作的图像质量进行其他评估。

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