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A 3.0$_\mu$W@5fps QQVGA self-controlled wake-up imager with on-chip motion detection, auto-exposure and object recognition

Authors :
Verdant, Arnaud
Guicquero, William
Royer, Nicolas
Moritz, Guillaume
Martin, Sébastien
Lepin, Florent
Choisnet, Sylvain
Guellec, Fabrice
Deschamps, Benoît
Clerc, Sylvain
Chossat, Jérôme
Commissariat à l'énergie atomique et aux énergies alternatives - Laboratoire d'Electronique et de Technologie de l'Information (CEA-LETI)
Direction de Recherche Technologique (CEA) (DRT (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
Département d'Optronique (DOPT)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Technologique (CEA) (DRT (CEA))
STMicroelectronics [Grenoble] (ST-GRENOBLE)
Guicquero, William
Source :
2020 Symposia on VLSI Technology and Circuits, 2020 Symposia on VLSI Technology and Circuits, Jun 2020, Honolulu, HI, United States
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

International audience; Analyzing image content usually comes at the expense of a power consumption incompatible with battery-poweredsystems. Aiming at proposing a solution to this problem, this paper presents an imager with full on-chip object recognition,consuming sub-10$\mu$W using standard 4T pixels in 90nm imaging CMOS technology, opening the path for both wakeupand high-quality imaging. It combines multi-modality event-of-interest detection with self-controlled capabilities, a key for low-power applications. It embeds a log-domain autoexposure algorithm to increase on-chip automation. The powerconsumption figures range from 3.0 to 5.7$\mu$W at 5fps for a QQVGA resolution while enabling background subtraction and single-scale object recognition. This typically shows a measured 94% accuracy for a face detection use case.

Details

Language :
English
Database :
OpenAIRE
Journal :
2020 Symposia on VLSI Technology and Circuits, 2020 Symposia on VLSI Technology and Circuits, Jun 2020, Honolulu, HI, United States
Accession number :
edsair.dedup.wf.001..5931eece19566368cc218660925505d1