Dynamic Vision With Single Photon Detectors: A Discrete DVS Architecture Using Asynchronous Sensor Front-Ends

IF 5.2 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Circuits and Systems I: Regular Papers Pub Date : 2024-08-15 DOI:10.1109/TCSI.2024.3441371
Ruben Gomez-Merchan;Juan Antonio Leñero-Bardallo;Rafael de la Rosa-Vidal;Ángel Rodríguez-Vázquez
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Abstract

This paper reports an architectural concept for achieving dynamic vision with Single-Photon Avalanche Diode (SPAD) detectors. This new concept, demonstrated through a dedicated proof-of-concept sensor chip and an associated camera module, addresses the challenge of large data volume due to frequent laser exposures by optimizing data processing via temporal-contrast-based event filtering. The manuscript analyzes trade-offs between contrast sensitivity, latency, and noise in the proposed discrete DVS architecture and validates the proposal through experimental results obtained with the camera module. The proposed sensor has different operation modes that show potential for augmented reality applications. Benchmarking comparison with competing SPAD-based vision sensors shows latency and power consumption advantages.
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使用单光子探测器的动态视觉:使用异步传感器前端的离散 DVS 架构
本文提出了一种利用单光子雪崩二极管(SPAD)探测器实现动态视觉的结构概念。这一新概念通过专用的概念验证传感器芯片和相关的相机模块进行演示,通过基于时间对比度的事件滤波优化数据处理,解决了由于频繁激光照射导致的大数据量挑战。本文分析了所提出的离散分布式交换机架构中对比度灵敏度、延迟和噪声之间的权衡,并通过使用相机模块获得的实验结果验证了该提议。所提出的传感器具有不同的操作模式,显示出增强现实应用的潜力。与竞争的基于spad的视觉传感器进行基准测试比较,显示出延迟和功耗优势。
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来源期刊
IEEE Transactions on Circuits and Systems I: Regular Papers
IEEE Transactions on Circuits and Systems I: Regular Papers 工程技术-工程:电子与电气
CiteScore
9.80
自引率
11.80%
发文量
441
审稿时长
2 months
期刊介绍: TCAS I publishes regular papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: - Circuits: Analog, Digital and Mixed Signal Circuits and Systems - Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic - Circuits and Systems, Power Electronics and Systems - Software for Analog-and-Logic Circuits and Systems - Control aspects of Circuits and Systems.
期刊最新文献
IEEE Circuits and Systems Society Information IEEE Circuits and Systems Society Information IEEE Circuits and Systems Society Information IEEE Circuits and Systems Society Information IEEE Transactions on Circuits and Systems--I: Regular Papers Information for Authors
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