The vehicle driver safety prediction system
The article presents analysis of road crash accidents. It presents the evolution of safety systems, starting from a description of the curently used vehicle-based systems, with particular emphasis on the prediction of the driver falling asleep. The article also proposes a proprietary system of sleep...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Polskie Towarzystwo Naukowe Silników Spalinowych/Polish Scientific Society of Combustion Engines
2021-11-01
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| Series: | Combustion Engines |
| Subjects: | |
| Online Access: | http://www.combustion-engines.eu/The-vehicle-driver-safety-prediction-system,142950,0,2.html |
| _version_ | 1797964733547020288 |
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| author | Radosław Wróbel Gustaw Sierzputowski Piotr Haller Veselin Mihaylov Radostin Dimitrov |
| author_facet | Radosław Wróbel Gustaw Sierzputowski Piotr Haller Veselin Mihaylov Radostin Dimitrov |
| author_sort | Radosław Wróbel |
| collection | DOAJ |
| description | The article presents analysis of road crash accidents. It presents the evolution of safety systems, starting from a description of the curently used vehicle-based systems, with particular emphasis on the prediction of the driver falling asleep. The article also proposes a proprietary system of sleep prediction based on the face detection of drivers. The detection of facial landmarks is presented as a two-step process: an algorithm finds faces in general, and then needs to localize key facial structures within the face region of interest. The article presents the operation of the algorithm to detect driver falling asleep; method of detection and analysis. |
| first_indexed | 2024-04-11T01:49:39Z |
| format | Article |
| id | doaj.art-3819950fe8d1404c98ba85a1a9d8cd51 |
| institution | Directory Open Access Journal |
| issn | 2300-9896 2658-1442 |
| language | English |
| last_indexed | 2024-04-11T01:49:39Z |
| publishDate | 2021-11-01 |
| publisher | Polskie Towarzystwo Naukowe Silników Spalinowych/Polish Scientific Society of Combustion Engines |
| record_format | Article |
| series | Combustion Engines |
| spelling | doaj.art-3819950fe8d1404c98ba85a1a9d8cd512023-01-03T06:56:23ZengPolskie Towarzystwo Naukowe Silników Spalinowych/Polish Scientific Society of Combustion EnginesCombustion Engines2300-98962658-14422021-11-011903111710.19206/CE-142950142950The vehicle driver safety prediction systemRadosław Wróbel0https://orcid.org/0000-0002-8681-0930Gustaw Sierzputowski1https://orcid.org/0000-0003-3288-9441Piotr Haller2https://orcid.org/0000-0002-6020-5695Veselin Mihaylov3https://orcid.org/0000-0002-7381-4414Radostin Dimitrov4https://orcid.org/0000-0001-5260-4816Automotive Eng., Wroclaw University of Science and Technology, PolandAutomotive Eng., Wroclaw University of Science and Technology, PolandAutomotive Eng., Wroclaw University of Science and Technology, PolandMechanical Dept., TU Varna, BulgariaMechanical Dept., TU Varna, BulgariaThe article presents analysis of road crash accidents. It presents the evolution of safety systems, starting from a description of the curently used vehicle-based systems, with particular emphasis on the prediction of the driver falling asleep. The article also proposes a proprietary system of sleep prediction based on the face detection of drivers. The detection of facial landmarks is presented as a two-step process: an algorithm finds faces in general, and then needs to localize key facial structures within the face region of interest. The article presents the operation of the algorithm to detect driver falling asleep; method of detection and analysis.http://www.combustion-engines.eu/The-vehicle-driver-safety-prediction-system,142950,0,2.htmlvehicleface detectionsafety |
| spellingShingle | Radosław Wróbel Gustaw Sierzputowski Piotr Haller Veselin Mihaylov Radostin Dimitrov The vehicle driver safety prediction system Combustion Engines vehicle face detection safety |
| title | The vehicle driver safety prediction system |
| title_full | The vehicle driver safety prediction system |
| title_fullStr | The vehicle driver safety prediction system |
| title_full_unstemmed | The vehicle driver safety prediction system |
| title_short | The vehicle driver safety prediction system |
| title_sort | vehicle driver safety prediction system |
| topic | vehicle face detection safety |
| url | http://www.combustion-engines.eu/The-vehicle-driver-safety-prediction-system,142950,0,2.html |
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