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A 128×128 120dB 30mW Asynchronous Vision Sensor that Responds to Relative Intensity Change

机译:一个128×128 120db 30mW异步视觉传感器,响应相对强度变化

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The frame-based architectures of most imagers are natural for making movies and pictures, they have significant drawbacks for machine vision. Short-latency vision problems require high frame rate, producing massive readout (e.g., >1GB/s from 352×288 pixels at 10kPrames/s [1]). Reducing the output to a manageable rate by using region-of-interest readout usually requires complex control strategies. Readout and processing of largely redundant data ultimately limit reductions in computational effort and power consumption. In this paper, a vision sensor is presented whose pixels asynchronously respond to events that represent relative changes in intensity. It operates largely independent of scene illumination, directly encodes object reflectance, and reduces redundancy while preserving precise timing information. Because output bandwidth is automatically dedicated to dynamic pairs of the scene, the sensor is suitable for applications in surveillance and motion analysis. It improves on prior frame-based temporal difference detection imagers (e.g., [2]) by asynchronously responding to temporal contrast rather than absolute illumination, and on prior event-based imagers because they either do not reduce redundancy at all [3], reduce only spatial redundancy [4], have large FPN, slow response, and limited dynamic range [5], or have low contrast sensitivity [6].
机译:大多数成像仪的基于帧的架构是制作电影和图片的自然,它们具有机器视觉的显着缺点。短延迟视觉问题需要高帧速率,产生大量读数(例如,在10kprames / s [1]的352×288像素中产生大量读数(例如,> 1Gb / s [1])。通过使用感兴趣的区域读数将输出减少到可管理的速率通常需要复杂的控制策略。读数和处理主要冗余数据最终限制计算工作和功耗的降低。在本文中,提出了一种视觉传感器,其像素异步地响应代表强度相对变化的事件。它在很大程度上独立于场景照明,直接编码对象反射率,并在保留精确定时信息的同时减少冗余。由于输出带宽自动专用于动态对的场景对,因此传感器适用于监控和运动分析中的应用。它通过异步响应时间对比而不是绝对照明,而不是绝对照明,并且在先前事件的成像器上提高了基于帧的时间差异检测成像器(例如,[2]),因为它们根本不会减少冗余[3],减少只有空间冗余[4],具有大的FPN,慢响应和动态范围有限[5],或具有低对比度灵敏度[6]。

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