高级检索

基于直线检测的虹膜快速定位方法

A Fast Iris Location Algorithm Based on Line Detection

  • 摘要: 首先通过灰度投影法确定坐标转换原点,将直角坐标下的虹膜内外边缘圆转换成极坐标下的类直线,再引入辅助校正点手段定位虹膜的内边缘和圆心.利用改进Canny算子及曲线拟合定位虹膜的外边缘及圆心,提高了虹膜定位的精确度.实验结果表明:该算法具有较强的鲁棒性,能较好地定位质量不高的虹膜图像,且虹膜定位时间平均为0.1s,适用于实时虹膜图像识别.

     

    Abstract: The inner and the outer edges of an iris image in the Cartesian coordinates are transformed into quas-i lines in the polar coordinates,with the origin of the coordinate transformation being roughly determined through the projection of the grey-level pixel values.Then the inner circular edge and its center are obtained in an iterative fashion with the aid of some specially chosen auxiliary points. After contrast enhancement and smoothing preprocessing,the outer edge is located with an improved Canny operator and a curve fitting technique.Experimental results show that the performance of the proposed algorithm is superior over the traditional method based on line detection,and the average time for iris location is0.1second,a satisfactory rate for rea-l time iris recognition.

     

/

返回文章
返回