Activities per year
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 |
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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 | |
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 |
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Conference
Conference | 2022 8th International Conference on Systems and Informatics |
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Abbreviated title | ICSAI 2022 |
Country/Territory | China |
City | Kunming |
Period | 10/12/22 → 12/12/22 |
Internet address |
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
Fingerprint
Dive into the research topics of 'Framework for Image Sensor Design Parameter Optimization for Pupil Detection'. Together they form a unique fingerprint.Activities
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2022 8th International Conference on Systems and Informatics
Gernot Fiala (Participant)
10 Dec 2022 → 12 Dec 2022Activity: Participation in or organisation of › Conference or symposium (Participation in/Organisation of)
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Framework for Image Sensor Design Parameter Optimization for Pupil Detection
Gernot Fiala (Speaker)
10 Dec 2022 → 12 Dec 2022Activity: Talk or presentation › Talk at conference or symposium › Science to science