【摘要】 研究了与传统身份识别不同的虹膜识别 ,在获取虹膜采样图后 ,经小波变换、松弛神经网络算法及稀疏编码 ,形成虹膜纹理的代码。并以海明距离作为决策空间的判决标准 ,实现人的虹膜图像识别的全过程 ,并对一些特定干扰条件下的虹膜图像进行计算机模拟试验 ,取得较好的结果。更多还原

【Abstract】 Extracted from human iris samples, with the mathematical model of concentric receptive field as the mother function, iris texture are encoded sparsely by wavelet transform whose coefficients are obtained by relaxed neural network. And Hamming Distance between the input iris and the iris database is introduced in decision making. We simulated the whole process of iris recognition on SGI workstation and get reliable results, especially in those images with some certain disturbance.更多还原