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Towards in-vehicle situation awareness using visual and audio sensors

Towards in-vehicle situation awareness using visual and audio sensors
使用视觉和音频传感器实现车内态势感知
批准号:
LP210200931
负责人:
Prof Stephen Gould
金额:
$34.55万
依托单位国家:
澳大利亚
项目类别:
Linkage Projects
财政年份:
2022
资助国家:
澳大利亚
项目状态:
未结题
起止时间:
2022-07-26 至 2026-07-25

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中文摘要
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英文摘要
This project aims to characterise driver awareness, activity and interactions with other vehicle occupants using visual and audio cues from internally mounted sensors. Road accidents cost Australia an estimated $30 billion per year and tragic loss of thousands of lives, yet the vast majority of severe vehicle crashes are linked to driver fatigue or distraction. The expected project outcomes include advanced artificial intelligence to infer and predict dangerous driver and passenger behaviour. This has the potential to significantly benefit society by advancing autonomous driving capabilities and reducing driver-induced accidents and fatalities, ensuring that every driver, passenger and pedestrian arrives home safely at the end of each day.
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Declarative Networks: Towards Robust and Explainable Deep Learning
  • 批准号:
    FT200100421
  • 项目类别:
    ARC Future Fellowships
  • 资助金额:
    $74.41万
  • 财政年份:
    2021
  • 负责人:
    Prof Stephen Gould
  • 依托单位:
Learning clique potentials for high-order graphical models
  • 批准号:
    DP110103819
  • 项目类别:
    Discovery Projects
  • 资助金额:
    $22.66万
  • 财政年份:
    2011
  • 负责人:
    Prof Stephen Gould
  • 依托单位:
海外基金