Framework for Image Sensor Design Parameter Optimization for Pupil Detection

Gernot Fiala; Zhenyu Ye; Christian Steger

doi:10.1109/ICSAI57119.2022.10005532

Framework for Image Sensor Design Parameter Optimization for Pupil Detection

Gernot Fiala, Zhenyu Ye, Christian Steger

Institute of Technical Informatics (4480)

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Abstract

Machine vision systems (MVS) use image sensors to process and analyze image data. Depending on the application, the image sensor parameters are configured differently. However, some parameters are fixed for a specific product generation or product line. One of these parameters is the pixel pitch, the distance from one physical pixel to another. In this work, we introduce a framework, which allows to optimize design parameters of image sensors for pupil detection. We compare 2 different image sensor models with different pixel designs and generate images with different bit depths and resolutions. An evaluation of the design parameters is done with the generated images and a pupil detection algorithm. Furthermore, an existing pupil detection dataset is extended.

Original language	English
Title of host publication	ICSAI 2022 - 8th International Conference on Systems and Informatics
Editors	Shaowen Yao, Zhenli He, Zheng Xiao, Wanqing Tu, Kenli Li, Lipo Wang
Publisher	IEEE Xplore
Pages	1 - 6
Number of pages	6
ISBN (Electronic)	978-1-6654-7448-1
ISBN (Print)	978-1-6654-7449-8
DOIs	https://doi.org/10.1109/ICSAI57119.2022.10005532
Publication status	Published - 2022
Event	2022 8th International Conference on Systems and Informatics: ICSAI 2022 - Kunming, China Duration: 10 Dec 2022 → 12 Dec 2022 http://icsai.sei.ynu.edu.cn/

Publication series

Name	ICSAI 2022 - 8th International Conference on Systems and Informatics

Conference

Conference	2022 8th International Conference on Systems and Informatics
Abbreviated title	ICSAI 2022
Country/Territory	China
City	Kunming
Period	10/12/22 → 12/12/22
Internet address	http://icsai.sei.ynu.edu.cn/

Keywords

bit depth
design parameter optimization
image sensor
pixel pitch
pupil detection

ASJC Scopus subject areas

Information Systems and Management
Information Systems
Instrumentation
Health Informatics
Computer Vision and Pattern Recognition
Computer Networks and Communications

Fields of Expertise

Information, Communication & Computing

Treatment code (Nähere Zuordnung)

Basic - Fundamental (Grundlagenforschung)
Experimental

Access to Document

10.1109/ICSAI57119.2022.10005532Licence: CC BY 4.0

Cite this

Fiala, G., Ye, Z., & Steger, C. (2022). Framework for Image Sensor Design Parameter Optimization for Pupil Detection. In S. Yao, Z. He, Z. Xiao, W. Tu, K. Li, & L. Wang (Eds.), ICSAI 2022 - 8th International Conference on Systems and Informatics (pp. 1 - 6). Article 10005532 (ICSAI 2022 - 8th International Conference on Systems and Informatics). IEEE Xplore. https://doi.org/10.1109/ICSAI57119.2022.10005532

Framework for Image Sensor Design Parameter Optimization for Pupil Detection. / Fiala, Gernot; Ye, Zhenyu; Steger, Christian.
ICSAI 2022 - 8th International Conference on Systems and Informatics. ed. / Shaowen Yao; Zhenli He; Zheng Xiao; Wanqing Tu; Kenli Li; Lipo Wang. IEEE Xplore, 2022. p. 1 - 6 10005532 (ICSAI 2022 - 8th International Conference on Systems and Informatics).

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

Fiala, G, Ye, Z & Steger, C 2022, Framework for Image Sensor Design Parameter Optimization for Pupil Detection. in S Yao, Z He, Z Xiao, W Tu, K Li & L Wang (eds), ICSAI 2022 - 8th International Conference on Systems and Informatics., 10005532, ICSAI 2022 - 8th International Conference on Systems and Informatics, IEEE Xplore, pp. 1 - 6, 2022 8th International Conference on Systems and Informatics, Kunming, China, 10/12/22. https://doi.org/10.1109/ICSAI57119.2022.10005532

Fiala G, Ye Z, Steger C. Framework for Image Sensor Design Parameter Optimization for Pupil Detection. In Yao S, He Z, Xiao Z, Tu W, Li K, Wang L, editors, ICSAI 2022 - 8th International Conference on Systems and Informatics. IEEE Xplore. 2022. p. 1 - 6. 10005532. (ICSAI 2022 - 8th International Conference on Systems and Informatics). doi: 10.1109/ICSAI57119.2022.10005532

Fiala, Gernot ; Ye, Zhenyu ; Steger, Christian. / Framework for Image Sensor Design Parameter Optimization for Pupil Detection. ICSAI 2022 - 8th International Conference on Systems and Informatics. editor / Shaowen Yao ; Zhenli He ; Zheng Xiao ; Wanqing Tu ; Kenli Li ; Lipo Wang. IEEE Xplore, 2022. pp. 1 - 6 (ICSAI 2022 - 8th International Conference on Systems and Informatics).

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Framework for Image Sensor Design Parameter Optimization for Pupil Detection

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Fields of Expertise

Treatment code (Nähere Zuordnung)

Access to Document

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2022 8th International Conference on Systems and Informatics