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Reverse Engineering the Principal Image Processing Architectures of the Macula Lutea Within the Human Retina

机译:逆向工程人类视网膜内黄斑卢西亚的主要图像处理架构

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We present here a biomorphic CMOS colour opponent retinal processing algorithm and chip, representing the image-processing of the human Macula Lutea, with simulated and measured results. This chip has colour selective photodiodes (representing blue and red retinal cone cells) implemented without any post processing, using the intrinsic absorption of silicon as colour filter, and allowing double colour opponent receptive field implementation. Utilising two convolution stages (an improved resistive network with feedback that inhibits lateral spreading under high intensity light conditions, and a current-mode bidirectional 3×3 distributed reduced Laplacian filter), allowing asymmetric and effective Laplacian filter implementations of any size from 3×3 to larger than the array itself. The current-mode circuitry represents the Macula ganglion, bipolar cell interface, and the resistive network high light intensity inhibition has been observed within retinal horizontal cell networks. This work is directly relevant to distributed focal plane image processing systems, either as standalone feature extraction devices where low space and power are essential, or as a retinal replacement aid for the visually impaired.
机译:我们在此提供一种生物形态CMOS彩色对手视网膜处理算法和芯片,代表人参液的图像处理,具有模拟和测量结果。该芯片具有在没有任何后处理的情况下实现的彩色选择性光电二极管(代表蓝色和红色视网膜锥细胞),使用硅作为滤色器的固有吸收,并允许双色对手接收场实现。利用两个卷积阶段(具有反馈的改进的电阻网络,以抑制高强度光条件下的横向扩展,以及电流模式双向3×3分布式的拉普拉斯滤波器),允许任何大小从3×3的非对称和有效的Laplacian过滤器实现。大于阵列本身。电流模式电路代表黄斑神经节,双极电池界面,并且在视网膜水平细胞网络中观察到电阻网络高光强度抑制。这项工作与分布式焦平面图像处理系统直接相关,作为独立的特征提取装置,其中低空间和功率是必不可少的,或者作为视力损害的视网膜替代辅助装置。

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