Intelligent Vision Sensor and Edge Computing Envisage the Future

We present a proposal for a method of image recognition processing and its algorithm compression technique, which incorporates computing capabilities for efficient processing in CMOS image sensors (CIS) and executes them on edge devices. Furthermore, we demonstrate the evolution of image recognition...

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Bibliographic Details
Main Authors: Eki, Ryoji, Kawasaki, Ryohei, Yanagisawa, Eita
Format: Conference Proceeding
Language:English
Subjects:
CMOS image sensors
Edge computing
Electron devices
Image coding
Image edge detection
Proposals
Vision sensors
Online Access:Request full text
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Description
Summary:We present a proposal for a method of image recognition processing and its algorithm compression technique, which incorporates computing capabilities for efficient processing in CMOS image sensors (CIS) and executes them on edge devices. Furthermore, we demonstrate the evolution of image recognition processing resulting from the advancement of devices on showcasing practical examples utilizing event-based vision sensors (EVS).
ISSN:2156-017X
DOI:10.1109/IEDM45741.2023.10413768