Rui Graca, Sheng Zhou, Brian McReynolds, Tobi Delbruck
{"title":"SciDVS: A Scientific Event Camera with 1.7% Temporal Contrast Sensitivity at 0.7 lux","authors":"Rui Graca, Sheng Zhou, Brian McReynolds, Tobi Delbruck","doi":"arxiv-2409.09648","DOIUrl":null,"url":null,"abstract":"This paper reports a Dynamic Vision Sensor (DVS) event camera that is 6x more\nsensitive at 14x lower illumination than existing commercial and prototype\ncameras. Event cameras output a sparse stream of brightness change events.\nTheir high dynamic range (HDR), quick response, and high temporal resolution\nprovide key advantages for scientific applications that involve low lighting\nconditions and sparse visual events. However, current DVS are hindered by low\nsensitivity, resulting from shot noise and pixel-to-pixel mismatch. Commercial\nDVS have a minimum brightness change threshold of >10%. Sensitive prototypes\nachieved as low as 1%, but required kilo-lux illumination. Our SciDVS prototype\nfabricated in a 180nm CMOS image sensor process achieves 1.7% sensitivity at\nchip illumination of 0.7 lx and 18 Hz bandwidth. Novel features of SciDVS are\n(1) an auto-centering in-pixel preamplifier providing intrascene HDR and\nincreased sensitivity, (2) improved control of bandwidth to limit shot noise,\nand (3) optional pixel binning, allowing the user to trade spatial resolution\nfor sensitivity.","PeriodicalId":501289,"journal":{"name":"arXiv - EE - Image and Video Processing","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - EE - Image and Video Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.09648","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper reports a Dynamic Vision Sensor (DVS) event camera that is 6x more
sensitive at 14x lower illumination than existing commercial and prototype
cameras. Event cameras output a sparse stream of brightness change events.
Their high dynamic range (HDR), quick response, and high temporal resolution
provide key advantages for scientific applications that involve low lighting
conditions and sparse visual events. However, current DVS are hindered by low
sensitivity, resulting from shot noise and pixel-to-pixel mismatch. Commercial
DVS have a minimum brightness change threshold of >10%. Sensitive prototypes
achieved as low as 1%, but required kilo-lux illumination. Our SciDVS prototype
fabricated in a 180nm CMOS image sensor process achieves 1.7% sensitivity at
chip illumination of 0.7 lx and 18 Hz bandwidth. Novel features of SciDVS are
(1) an auto-centering in-pixel preamplifier providing intrascene HDR and
increased sensitivity, (2) improved control of bandwidth to limit shot noise,
and (3) optional pixel binning, allowing the user to trade spatial resolution
for sensitivity.