Global shutter CMOS vision sensors and event cameras for on‐chip dynamic information

dc.contributor.affiliationUniversidade de Santiago de Compostela. Centro de Investigación en Tecnoloxías da Informaciónes_ES
dc.contributor.authorJaklin, Marko
dc.contributor.authorGarcía Lesta, Daniel
dc.contributor.authorLópez Martínez, Paula
dc.contributor.authorBrea Sánchez, Víctor Manuel
dc.date.accessioned2024-03-21T07:41:36Z
dc.date.available2024-03-21T07:41:36Z
dc.date.issued2024
dc.description.abstractThe on-chip extraction of dynamic information from a scene can be addressed with either frame-based CMOS vision, also called smart image sensors, or dynamic vision sensors, also known as event cameras. When implemented with a pinned photodiode (PPD) as a 4-transistor active pixel sensor (4T-APS), the former brings about the benefits of low temporal noise and dark current but without high dynamic range (HDR). The latter comes with the benefits of HDR and a fast event detection rate with low power consumption. The drawback is the background activity noise, which leads to additional hardware or algorithms to keep it low. This paperanalyses the mismatch and noise of a global shutter 4T-APS implementation with local HDR through an overflow capacitor and correlated double sampling (CDS) to provide low noise events through frame differencing. The aim is to narrow the gap with dynamic vision sensors in terms of event rate and dynamic range. We show that our solution would be competitive with event cameras in scenarios with slow moving objects and a relatively wide dynamic range (85 dB).es_ES
dc.description.peerreviewedSIes_ES
dc.description.sponsorshipThis work has received funding from the projects: European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement no. 860370; and the European Union (European Regional Development Fund): from the Xunta de Galicia-Consellería de Cultura, Educación e Ordenación Universitaria Accreditation 2019–2022 ED431G-2019/04 and Reference Competitive Group Accreditation 2021–2024, GRC2021/48. This work was also funded by Spanish Ministry of Science, Innovation and Universities under grant PID2021-128009OB-C32.es_ES
dc.identifier.citationMarko Jaklin, Daniel García-Lesta, Paula López, Victor M. Brea (2024). International Journal of Circuit Theory and Applicationses_ES
dc.identifier.doi10.1002/cta.3925
dc.identifier.essn1097-007X
dc.identifier.issn0098-9886
dc.identifier.urihttp://hdl.handle.net/10347/33258
dc.journal.titleInternational Journal of Circuit Theory and Applications
dc.language.isoenges_ES
dc.publisherWileyes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/860370/EUes_ES
dc.rights© 2024 The Authors. International Journal of Circuit Theory and Applications published by John Wiley & Sons Ltd.es_ES
dc.rightsAtribución 4.0 Internacional
dc.rights.accessRightsopen accesses_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCMOS vision sensorses_ES
dc.subjectDynamic vision sensorses_ES
dc.subjectEvent camerases_ES
dc.subjectFrame differencees_ES
dc.subjectHigh dynamic rangees_ES
dc.subjectSmart image sensorses_ES
dc.titleGlobal shutter CMOS vision sensors and event cameras for on‐chip dynamic informationes_ES
dc.typejournal articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
relation.isAuthorOfPublicatione78a1e57-0d7c-4392-8e16-b2b0e1d64823
relation.isAuthorOfPublication22d4aeb8-73ba-4743-a84e-9118799ab1f2
relation.isAuthorOfPublication.latestForDiscoverye78a1e57-0d7c-4392-8e16-b2b0e1d64823

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
2023_Jaklin_Circuit Theory Apps_Global shutter CMOS vision sensors and event cameras for on‐chip dynamic.pdf
Size:
3.4 MB
Format:
Adobe Portable Document Format
Description: