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: The Australian National University
• 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
• 起止时间: 2022-07-26 至 2026-07-25
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/LP210200931
• 关键词: Towards; vehicle; situation; awareness; using

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.

该项目旨在利用内部安装的传感器提供的视觉和听觉线索，来增强驾驶员的意识、活动以及与其他车辆乘员的互动。据估计，澳大利亚每年的交通事故造成300亿美元的损失，数千人丧生，但绝大多数严重的车祸都与驾驶员疲劳或分心有关。预计项目成果包括先进的人工智能，以推断和预测危险的驾驶员和乘客行为。这有可能通过提高自动驾驶能力和减少驾驶员引发的事故和死亡，确保每个驾驶员，乘客和行人在每天结束时安全到家，从而使社会受益匪浅。