Embedded Line Scan Image Sensors: The Low Cost Alternative for High Speed Imaging
Stef Van Wolputte, Wim Abbeloos, Stijn Helsen, Abdellatif, Bey-Temsamani, Toon Goedem\'e

TL;DR
This paper presents a low-cost, high-speed line scan imaging system using off-the-shelf components, achieving comparable quality to expensive commercial systems at a fraction of the cost.
Contribution
It introduces a step-by-step design method and simulation approach for building affordable high-speed line scan cameras with validated experimental results.
Findings
Simulations accurately predict image quality.
Low-cost setup achieves comparable quality to high-end systems.
Cost is reduced by approximately 20 times.
Abstract
In this paper we propose a low-cost high-speed imaging line scan system. We replace an expensive industrial line scan camera and illumination with a custom-built set-up of cheap off-the-shelf components, yielding a measurement system with comparative quality while costing about 20 times less. We use a low-cost linear (1D) image sensor, cheap optics including a LED-based or LASER-based lighting and an embedded platform to process the images. A step-by-step method to design such a custom high speed imaging system and select proper components is proposed. Simulations allowing to predict the final image quality to be obtained by the set-up has been developed. Finally, we applied our method in a lab, closely representing the real-life cases. Our results shows that our simulations are very accurate and that our low-cost line scan set-up acquired image quality compared to the high-end…
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Taxonomy
MethodsSPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings
