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Congress: Pedestrian head injury prediction based on vehicle section image using machine learning

Event: FISITA World Congress 14-16 September 2021 online

Name: Shinsun Lee, Research Engineer, Safety Performance Engineering Team

Company: Hyundai Motor Company

Presentation Title: F2021-PIF-066 Pedestrian head injury prediction based on vehicle section image using machine learning.

Please introduce yourself briefly…

I am an engineer from Hyundai Motor Company’s Safety Performance Advancement Development Team. Various safety related tasks are in progress, and the main tasks are safety performance goal management, performance prediction, vehicle design and package review in the pre-development stage. I am a Passive Safety-based engineer, and I am interested in integrated safety research in connection with Active Safety and am currently working on a project in this area.

What you will talk about at this year’s FISITA World Congress?

Using machine learning, we studied vehicle crash performance prediction based on vehicle section images. It is intended to be used in the preceding stage of vehicle development, where detailed modelling is difficult. and for this purpose, a unique model pre pre-processing technique was devised and tested. To this end, a unique model pre-processing technique was devised and tested.

What benefits will participants gain from your presentation?

You can see a novel example of image based machine learning.

Which trends do you consider as the most important for your domain of research and your geographical region?

In the safety field, integrated safety is a hot topic. Our goal is to make a safer, more reliable vehicle, going beyond the existing traditional passive safety.

As the concept of active safety is introduced and automatic control is applied to vehicles, numerous accident scenarios appear and require verification. There are limitations to existing test methods and CAEs. I think it is necessary to develop a tool that can verify accident scenarios more efficiently.

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About the FISITA World Congress

Since 1947, the FISITA World Congress has been the leading international meeting place for industry experts, engineers and executives to exchange ideas and discuss the trends that drive the automotive industry forward. The theme for the 38th FISITA World Congress is 'From automobile to mobility. New roles. New challenges' and it will take place 14-16 September 2021, with the opportunity for the global audience to join virtually available for the first time. Registration is now open, with the Early Bird and special registration rates available until 31 August 2021.

Content from the 2020 FISITA Web Congress is available within the FISITA Technical Library, while material from previous Congress events back to 1998 is available in the FISITA Store. By the time of this year’s Congress, all the content will be available within the FISITA Technical Library, with free access provided to FISITA members.

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