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Fast Automatic Exposure Adjustment Method for Iris Recognition System

机译:虹膜识别系统的快速自动曝光调整方法

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In this paper, we propose a novel algorithm for automatic camera parameter adjustment, which is exploited for getting the correct image exposure required for iris recognition. We use two-step processing, where the first step adjusts the camera parameters on the basis of a single shot, and the second step applies precise iterative adjustment. In order to get the correct iris exposure, we use a weighted mask, which is constructed offline using a set of face images. In contrast to the existing algorithms, our method does not need to be calibrated for a particular camera sensor. We show that the proposed method significantly decreases false rejection rate caused by incorrect image exposure and reduces recognition time.
机译:在本文中,我们提出了一种用于自动调整相机参数的新颖算法,该算法被用于获取虹膜识别所需的正确图像曝光。我们使用两步处理,第一步在单次拍摄的基础上调整相机参数,第二步进行精确的迭代调整。为了获得正确的虹膜曝光,我们使用了加权蒙版,该蒙版是使用一组面部图像离线构造的。与现有算法相比,我们的方法不需要针对特定​​的相机传感器进行校准。我们表明,提出的方法显着降低了由错误的图像曝光引起的错误拒绝率,并减少了识别时间。

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