Advanced optical methods for safe image reproduction on automotive displays

被引:0
|
作者
Blankenbach, Karlheinz [1 ]
Vogelmann, Matthaeus [1 ]
Schmitz, Norbert [2 ]
机构
[1] Pforzheim Univ, Display Lab, Tiefenbronner Str 65, D-75175 Pforzheim, Germany
[2] Pforzheim Univ, Artificial Intelligence Lab, Pforzheim, Germany
关键词
artificial intelligence; automotive displays; camera monitor systems; functional safety; machine learning; object recognition; optical measurement;
D O I
10.1002/jsid.1079
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Modern cars are equipped with camera monitor systems (CMSs), such as a backup camera or side-mirror replacement. These systems are expected to perform optimally and achieve high safety levels (ASIL). Currently, only digital data are supervised in CMSs and safety mechanisms for such systems are individually derived on a case-by-case basis which is not effective. This study proposes generic optical supervision for displays of automotive CMS. This paper introduces "light-to-light" (camera to display output) protection for both in-car CMS and remote operator monitors used in autonomous car fleet operation centers. The first method is based on photodiodes attached to the display to optically supervise, for instance, the speedometer of vehicles. By combining intensities of photodiodes with calibration data, we can compare the measured speed with the value from CAN (Controller Area Network) data. The second method that entails capturing the display content using a camera enables top safety levels for both in-car displays and remote operator monitors. This safeguarding was successfully verified by conventional image processing and artificial intelligence (AI)-based analysis methods. Our results demonstrate that AI methods allow a substantial reduction in the wireless transmission bandwidth from a car to a remote operator compared with conventional image processing.
引用
收藏
页码:33 / 53
页数:21
相关论文
共 50 条
  • [1] Advanced methods for safe visualization on automotive displays
    Axmann, Benjamin
    Langner, Frank
    Blankenbach, Karlheinz
    Vogelmann, Matthaeus
    von Gaisberg, Adrian
    Strobel, Lukas
    Bauer, Jan
    JOURNAL OF THE SOCIETY FOR INFORMATION DISPLAY, 2020, 28 (06) : 483 - 498
  • [2] Advanced optical supervision of automotive displays for highest safety levels
    Blankenbach, Karlheinz
    Axmann, Benjamin
    Vogelmann, Matthaeus
    ADVANCES IN DISPLAY TECHNOLOGIES XI, 2021, 11708
  • [3] A study of sticking image for automotive displays
    Kim, Chang-Hoon
    Yoon, Sung-Hoe
    Kim, Jeong-Ki
    Yoon, Jeong-Hwan
    Kim, Byeong-Koo
    Kong, Min-Suk
    Woo, In-Chul
    Jo, Sung-Hak
    Lim, Young-Nam
    Jun, Myung-Chul
    Digest of Technical Papers - SID International Symposium, 2014, 45 (01): : 1236 - 1239
  • [4] ADVANCED CONTROL METHODS FOR AUTOMOTIVE APPLICATIONS
    TOMIZUKA, M
    HEDRICK, JK
    VEHICLE SYSTEM DYNAMICS, 1995, 24 (6-7) : 449 - 468
  • [5] Advanced methods for displays and remote control of robots
    Eliav, Ami
    Lavie, Talia
    Parmet, Yisrael
    Stern, Helman
    Edan, Yael
    APPLIED ERGONOMICS, 2011, 42 (06) : 820 - 829
  • [6] Optical methods and applications in the automotive industry
    Chen, F
    Marchi, MM
    Nunez, S
    Harwood, P
    PROCEEDINGS OF THE SEM IX INTERNATIONAL CONGRESS ON EXPERIMENTAL MECHANICS, 2000, : 30 - 33
  • [7] OPTICAL-PROPERTIES OF ELECTROPHORETIC IMAGE DISPLAYS
    FITZHENRYRITZ, B
    IEEE TRANSACTIONS ON ELECTRON DEVICES, 1981, 28 (06) : 726 - 735
  • [8] New Lightweight Structures for Advanced Automotive Vehicles - Safe and Modular
    Kopp, Gundolf
    Beeh, Elmar
    Schoell, Roland
    Kobilke, Alexander
    Strassburger, Philipp
    Kriescher, Michael
    TRANSPORT RESEARCH ARENA 2012, 2012, 48 : 350 - 362
  • [9] OPTICAL-PROPERTIES OF ELECTROPHORETIC IMAGE DISPLAYS
    FITZHENRYRITZ, B
    PROCEEDINGS OF THE SID, 1981, 22 (04): : 300 - 309
  • [10] Advanced liquid crystal displays with supreme image qualities
    Chen, Haiwei
    Wu, Shin-Tson
    LIQUID CRYSTALS TODAY, 2019, 28 (01) : 4 - 11