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Visual discrimination model for single image applications

机译:单图像应用的视觉辨别模型

摘要

A computer implemented method for applying a visual discrimination model for single image applications includes receiving an image, defining a plurality of regions of interest in the image including a first region located to contain a feature or object to be detected and a second region located to encompass a background, determining metrics for visibility of the feature or object, wherein the metrics are determined by generating channel Just-Noticeable Difference (JND) maps for the single image determining JND summary metrics for the plurality of regions, and determining a difference in JND metrics between the plurality of regions, and adjusting parameters of the JND metrics to increase a visibility of the feature or object in the image.
机译:一种将视觉辨别模型应用于单个图像应用的计算机实现的方法,包括:接收图像,在图像中定义多个感兴趣区域,包括第一区域和第二区域,其中第一区域定位为包含要检测的特征或对象,第二区域定位为包含在背景中,确定特征或对象的可见性的度量,其中,通过为单个图像生成通道正好可察觉的差异(JND)映射,确定多个区域的JND摘要度量,并确定JND度量中的差异来确定度量在多个区域之间进行调整,并调整JND指标的参数以增加图像中特征或对象的可见性。

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