逆向工程的主要图像处理架构黄斑在人类视网膜

D. Banks, C. Toumazou
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引用次数: 0

摘要

本文提出了一种生物形态CMOS彩色对手视网膜处理算法和芯片,代表了人类黄斑的图像处理,并进行了模拟和测量结果。该芯片具有颜色选择光电二极管(代表蓝色和红色视网膜锥细胞),没有任何后处理,使用硅的本征吸收作为颜色过滤器,并允许双色对手接受野实现。利用两个卷积阶段(一个带有反馈的改进电阻网络,在高强度光照条件下抑制横向扩散,以及一个电流模式双向3times3分布的简化拉普拉斯滤波器),允许实现从3times3到比阵列本身更大的任何尺寸的不对称和有效的拉普拉斯滤波器。电流模式电路代表黄斑神经节、双极细胞界面和电阻网络,在视网膜水平细胞网络中观察到高光强抑制。这项工作与分布式焦平面图像处理系统直接相关,无论是作为独立的特征提取设备,在低空间和功率是必不可少的,还是作为视障人士的视网膜替代辅助设备。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reverse engineering the principal image processing architectures of the Macula Lutea within the human retina
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 3times3 distributed reduced Laplacian filter), allowing asymmetric and effective Laplacian filter implementations of any size from 3times3 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 stand-alone feature extraction devices where low space and power are essential, or as a retinal replacement aid for the visually impaired.
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