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用于彩色或神经成像应用的灵敏动态有源像素视觉传感器。

A Sensitive Dynamic and Active Pixel Vision Sensor for Color or Neural Imaging Applications.

出版信息

IEEE Trans Biomed Circuits Syst. 2018 Feb;12(1):123-136. doi: 10.1109/TBCAS.2017.2759783.

DOI:10.1109/TBCAS.2017.2759783
PMID:29377801
Abstract

Applications requiring detection of small visual contrast require high sensitivity. Event cameras can provide higher dynamic range (DR) and reduce data rate and latency, but most existing event cameras have limited sensitivity. This paper presents the results of a 180-nm Towerjazz CIS process vision sensor called SDAVIS192. It outputs temporal contrast dynamic vision sensor (DVS) events and conventional active pixel sensor frames. The SDAVIS192 improves on previous DAVIS sensors with higher sensitivity for temporal contrast. The temporal contrast thresholds can be set down to 1% for negative changes in logarithmic intensity (OFF events) and down to 3.5% for positive changes (ON events). The achievement is possible through the adoption of an in-pixel preamplification stage. This preamplifier reduces the effective intrascene DR of the sensor (70 dB for OFF and 50 dB for ON), but an automated operating region control allows up to at least 110-dB DR for OFF events. A second contribution of this paper is the development of characterization methodology for measuring DVS event detection thresholds by incorporating a measure of signal-to-noise ratio (SNR). At average SNR of 30 dB, the DVS temporal contrast threshold fixed pattern noise is measured to be 0.3%-0.8% temporal contrast. Results comparing monochrome and RGBW color filter array DVS events are presented. The higher sensitivity of SDAVIS192 make this sensor potentially useful for calcium imaging, as shown in a recording from cultured neurons expressing calcium sensitive green fluorescent protein GCaMP6f.

摘要

需要检测小视觉对比度的应用需要高灵敏度。事件相机可以提供更高的动态范围 (DR),并降低数据速率和延迟,但大多数现有的事件相机的灵敏度有限。本文介绍了一款名为 SDAVIS192 的 180nm Towerjazz CIS 工艺视觉传感器的结果。它输出时间对比度动态视觉传感器 (DVS) 事件和传统的有源像素传感器帧。SDAVIS192 在前代 DAVIS 传感器的基础上提高了时间对比度的灵敏度。时间对比度阈值可以设置为对数强度负变化的 1%(OFF 事件),正变化的 3.5%(ON 事件)。通过采用像素内前置放大器级,可以实现这一目标。该前置放大器降低了传感器的有效场内 DR(OFF 为 70dB,ON 为 50dB),但自动工作区域控制允许 OFF 事件的 DR 至少达到 110dB。本文的第二个贡献是开发了一种通过测量信噪比 (SNR) 来测量 DVS 事件检测阈值的表征方法。在平均 SNR 为 30dB 的情况下,测量到 DVS 时间对比度阈值固定模式噪声为 0.3%-0.8%的时间对比度。还呈现了比较单色和 RGBW 彩色滤光片阵列 DVS 事件的结果。SDAVIS192 的更高灵敏度使得该传感器在钙成像中具有潜在的用途,如表达钙敏绿色荧光蛋白 GCaMP6f 的培养神经元的记录所示。

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