基于昆虫视觉的二维运动检测器

A. Moini, A. Bouzerdoum, A. Yakovleff, K. Eshraghian
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引用次数: 9

摘要

使用模拟VLSI技术实现运动检测算法已被证明是一项具有挑战性的任务,因为有几个障碍,包括模拟VLSI的局限性,复杂运动检测方案带来的算法局限性,以及各种类型噪声的影响。昆虫的视觉一直是运动探测器的一个鼓舞人心的模型,因为昆虫在很大程度上依赖于运动探测来导航,而且它们的神经视觉回路的自然复杂性也低于脊椎动物。为了实现所谓的昆虫视觉模板模型,通过在测试芯片上实现不同的候选模拟微分器,对各种模拟微分器进行了比较研究。在此基础上,设计并制作了一个64 × 4的运动检测器。该芯片采用0.8微米3M-1P CMOS工艺设计,二维阵列的面积为1.5乘以3.1 mm2。每个单元包括一个双极模式光电探测器、一个自适应放大器、改进的模拟微分器和阈值电路。
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Two-dimensional motion detector based on insect vision
Implementing motion detection algorithms using analog VLSI techniques has proven to be a challenging task due to several obstacles, including the limitations of analog VLSI, the algorithmic limitations brought forward by complex motion detection schemes, and the effect of various types of noise. Insect vision has been an inspiring model for motion detectors, as insects heavily rely on motion detection for navigation, and the natural complexity of their neuro-visual circuitry is also less than that of vertebrates. In an effort to implement the so called template model of insect vision, a comparative study of various analog differentiators was undertaken by implementing different candidates on a test chip. Based on the results, a 64 by 4 motion detector has been designed and fabricated. The chip is designed in a 0.8 micrometer 3M-1P CMOS process, and the 2-D array occupies an area of 1.5 multiplied by 3.1 mm2. Each cell comprises a bipolar-mode photodetector, an adaptive amplifier, the improved analog differentiator, and thresholding circuits.
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Camera with adaptive photoreceptors in analog CMOS technology Mixed-signal CNN array chips for image processing Design improvement of electro-optical imaging system using image quality criteria Smart camera system Two-dimensional motion detector based on insect vision
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