Early Vision on the Focal-Plane with High Dynamic Range Pixels

This paper introduces a high dynamic range pixel for early vision processing. Early vision is the first stage to subsequently extract semantic information for image processing or video analytics. This paper proposes to bring said processing to the focal plane, next to a high dynamic range image sensor working on the principle of lateral overflow capacitor. This brings the benefits of processing scenes with a wide dynamic range in a power efficient manner. Circuit simulations for edge detection, as an example of early vision processing conveyed in this paper, show that our proposal meets the accuracy typically found in applications like machine vision. Simulations are in XFAB’s XS018 technology.

Authors

Institutions

Publication Details

Published
2024-09-18
DOI
https://doi.org/10.1109/cosera60846.2024.10720368
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Early Vision on the Focal-Plane with High Dynamic Range Pixels

Marko Jaklin, D. García-Lesta, V.M. Brea, P. López
Industrial Vision Systems and Defect Detection
article

Early Vision on the Focal-Plane with High Dynamic Range Pixels

Marko Jaklin, D. García-Lesta, V.M. Brea, P. López
article en

Abstract

This paper introduces a high dynamic range pixel for early vision processing. Early vision is the first stage to subsequently extract semantic information for image processing or video analytics. This paper proposes to bring said processing to the focal plane, next to a high dynamic range image sensor working on the principle of lateral overflow capacitor. This brings the benefits of processing scenes with a wide dynamic range in a power efficient manner. Circuit simulations for edge detection, as an example of early vision processing conveyed in this paper, show that our proposal meets the accuracy typically found in applications like machine vision. Simulations are in XFAB’s XS018 technology.

Universidade de Santiago de Compostela (ES)
Xunta de Galicia
Affordable and clean energy
Openalex Percentile: Top 74%
Industrial Vision Systems and Defect Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.