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Human defocus blur discrimination in natural images

机译:人类散焦模糊自然图像中的歧视

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Defocus blur is a useful cue in many natural tasks. Although blur discrimination has been studied extensively, defocus sensitivity in natural scenes has not been systematically investigated. Here, we use a collection of natural image patches, sampled from well-focused photographs, to measure discrimination of blur created by the eyea??s optics. We constructed a psychophysical rig capable of presenting stimuli at three physical distances simultaneously along the line of sight. Half-silvered mirrors combined the light from three monitors positioned at variable distances from the subject. The stimuli were rendered sharply on each monitor so that defocus blur was created by the optics of the subjecta??s eye, as in natural viewing. A calibration procedure eliminated spurious geometrical, color, and luminance cues. Subjects viewed stimuli monocularly through a 4 mm artificial pupil. Accommodation was not paralyzed. At the beginning of each trial, subjects judged the orientation of a low-contrast, high-frequency grating on the focus monitor. This ensured accurate accommodation at the focus distance of 80 cm. Next, two cosine-windowed natural patches were presented on the stimulus monitors for 150 ms. The task was to identify the sharper patch in a 2AFC paradigm according to method of constant stimuli (standard from 0.0 to 0.75 D). Discrimination thresholds varied substantially between stimuli but were correlated between subjects. Consistent with the literature, thresholds decreased with defocus pedestal. For comparison, the Maltese cross stimulus, the most widely used artificial stimulus in defocus research, yielded poorer performance than ~80% of natural stimuli, suggesting that the usefulness of defocus cues has been underappreciated. The lowest thresholds were at or below the lowest thresholds ever reported.
机译:在许多自然任务中,散焦模糊是有用的提示。尽管模糊识别已被广泛研究,但是自然场景中的散焦灵敏度尚未得到系统的研究。在这里,我们使用从聚焦良好的照片中采样的自然图像斑块的集合来测量由Eyea?光学器件产生的模糊的辨别力。我们构建了一种心理物理设备,能够沿视线同时在三个物理距离处呈现刺激。半镀银镜将三台监视器的光线组合在一起,这些监视器的位置与被摄体相距可变。就像在自然观察中一样,在每个监视器上都清晰地显示了刺激,从而使受检者眼睛的光学器件产生了散焦模糊。校准程序消除了虚假的几何,颜色和亮度提示。受试者通过一个4 mm的人工瞳孔单眼观看刺激。住宿没有瘫痪。在每次试验开始时,受试者都要在聚焦监视器上判断低对比度高频光栅的方向。这样可确保在80厘米的聚焦距离上准确地容纳。接下来,在刺激监视器上显示两个余弦窗口自然补丁,持续150 ms。任务是根据恒定刺激方法(标准值从0.0到0.75 D)在2AFC范式中识别出更尖锐的补丁。刺激之间的区别阈值有很大不同,但受试者之间却是相关的。与文献一致,阈值随散焦基座而降低。相比之下,在散焦研究中使用最广泛的人工刺激马耳他交叉刺激产生的效果比自然刺激的80%差,这表明散焦线索的有用性尚未得到充分认识。最低阈值等于或低于有史以来的最低阈值。

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