Skip to content
KPI Science News
ISSN 2617-5509 · e‑ISSN 2663-7472 Open Access · CC BY 4.0
Vol. · Issue 1 · 2021 May 28, 2021 article

HIGH RESOLUTION CAMERA DESIGN PLANNING THEORETICAL FOUNDATIONS FOR DRIVING SYSTEMS

VS
Viacheslav S. Stadnichuk Corresponding Igor Sikorsky Kyiv Polytechnic Institute , Ukraine Ukraine
VK
Valentin G. Kolobrodov Igor Sikorsky Kyiv Polytechnic Institute, Ukraine Ukraine
OM
Oleksii O. Mosolab Igor Sikorsky Kyiv Polytechnic Institute , Ukraine Ukraine
DK
Denis Yu. Kondratenko Igor Sikorsky Kyiv Polytechnic Institute , Ukraine Ukraine
DR
Dmytro I. Ryabokon Igor Sikorsky Kyiv Polytechnic Institute , Ukraine Ukraine
PublishedMay 28, 2021
KPISN 1 VOL · 1
VOL · ISS 1 · 2021 View issue

Abstract

Background. Analysis of statistical data showed that in most cases the cause of the accident is driver error and, as a consequence, violation of traffic rules. In this regard, over the past 10 years, active developments in the field of recognition of road signs and other obstacles in the path of a car have been actively developing. Car manufacturers offer ready-made built-in systems, mounted behind the interior rearview mirror and connected to the car’s on-board computer, which carries out further control of the car in a critical situation. The main disadvantage of these systems of this class is the low range of recognition of road signs, the dependence of optical parameters on temperature and low light sensitivity. Objective. The purpose of the paper is to model an athermal objective for a high-resolution camera, investigate the characteristics of lenses depending on the ambient temperature. Methods. Analysis and modeling of objectives, lenses, optical glass from different materials. Results. A high-resolution camera objective for all types of cars is proposed. An athermal objective was developed for a high-resolution camera. Conclusions. The optimized athermal design of the visible spectrum objective for long-range car cameras is considered. Car cameras typically have a fixed focus, and forward-facing cameras typically require relatively long focal lengths to provide information about distant objects. The optical system for these cameras should provide high resolution, as well as operate in a wide range of ambient temperatures. The camera design parameters are derived from the functional requirements of road sign recognition at a distance of 200 m. The objective design has five lenses with spherical surfaces. The objective has a relative aperture of f/2 and a modulation transfer function (MTF) of more than 0.5 at 111 l/mm over the entire temperature range.

Keywords

References

  1. T. Toroyan, “Global status report on road safety 2015,” WHO, Geneva, Switzerland, WA 275, 2015.
  2. G. Vivo et. al., “The European Integrated Project “SAFESPOT”-How ADAS applications co-operate for the driving safety,” in 2007 IEEE Intelligent Transportation Systems Conf., Bellevue, 2007. doi: 10.1109/ITSC.2007.4357715
  3. M. Zhao et. al., “Distance measurement system for smart vehicles,” in 2015 7th Int. Conf. on New Technologies, Mobility and Security (NTMS), Paris, France, 2015. doi: 10.1109/NTMS.2015.7266486
  4. Driving safer with high quality Image Sensors [Online]. Available: https://www.samsung.com/semiconductor/image-sensor/automotive-image-sensor/S5K2G1/
  5. Sony Releases the Industry’s Highest Resolution 7.42 Effective Megapixel Stacked CMOS Image Sensor for Automotive Cameras [Online]. Available: https://www.sony.net/SonyInfo/News/Press/201710/17-094E/
  6. F.E. Sahin, “Lens design for active alignment of mobile phone cameras,” Optic. Eng., vol. 56, no. 6, p. 065102, 2017. doi: 10.1117/1.OE.56.6.065102
  7. P. Sermanet and Y. LeCun, “Traffic sign recognition with multi-scale Convolutional Networks,” in 2011 Int. Joint Conf. on Neural Networks, San Jose, 2011. doi: 10.1109/IJCNN.2011.6033589
  8. K. Schwertz et. al., “Graphically selecting optical components and housing material for color correction and passive athermalization,” in Current Developments in Lens Design and Optical Eng. XIII, San Diego, 2012. doi: 10.1117/12.930968
  9. Optical Glass Data Sheets [Online]. Available: https://www.schott.com/d/advanced_optics/ac85c64c-60a0-4113-a9df-23ee1be20428/1.17/schott-optical-glass-collection-datasheets-english-may-2019.pdf
  10. F.E. Sahin, “Long-range, high-resolution camera optical design for assisted and autonomous driving,” Photonics, vol. 6. no. 2, p. 73, 2019. doi: 10.3390/photonics6020073
§ 06 — Related

Similar articles in this journal

Related peer-reviewed studies published in this journal.
View all issues

MODIFICATION OF THE SEPARABLE PHYSICS-INFORMED NEURAL NETWORK METHOD FOR THE APPROXIMATE SOLUTION OF A MIXED PROBLEM FOR THE HEAT CONDUCTION EQUATION IN AN ELLIPTICAL DOMAIN

Valerii Los, Oleksandr Riakhin

Background. Parabolic differential equations are mathematical models in engineering designed to study wide range of applied models. This necessitates the development of…

#heat conduction equation #mixed parabolic problem #elliptical domain #physics-informed neural network
10.20535/kpisn.2026.3.367316

Most read articles by the same author(s)

Similar Articles

1-10 of 24

You may also start an advanced similarity search for this article.