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An asynchronous hybrid pixel image sensor

Mohamed Akrarai, Nils Margotat, Gilles Sicard, Laurent Fesquet

发表年份
2021
引用次数
3

摘要

Today, most of the computer vision applications produce a huge computational load, which can become an issue for autonomous systems such as robots. This is mainly due to the image sensor readout, which permanently captures the image at a fixed rate and produces a relatively high throughput bitstream. Therefore, finding techniques minimizing the data throughput helps to drastically reduce power. Event-based image sensors are able to capture images with a low throughput bistream, thanks to a sample strategy eliminating temporal and spatial redundancies. This natively gives a data-compressed image, which favors lower storage and computation. This article presents an event-based image sensor incorporating a hybrid pixel matrix composed of two pixel types and an arbiterless asynchronous readout system. The results show an important bitstream reduction compared to that of a standard CMOS image sensor. A testchip of our event-based image sensor has been designed and is currently under fabrication.

关键词

Computer scienceAsynchronous communicationPixelImage sensorThroughputBitstreamReal-time computingArtificial intelligenceComputer visionEvent (particle physics)

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