Real-time violence detection using smart camera stereovision video and efficient deep learning backbones

使用智能相机立体视觉视频和高效的深度学习主干进行实时暴力检测

• 批准号: 2877765
• 金额: --
• 依托单位: Queen Mary University of London
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2023
• 资助国家: 英国
• 起止时间: 2023 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2877765
• 关键词: Real; time; violence; detection; using

Video surveillance is an important tool to promote safety in public and private spaces. This PhD will research multimodal AI systems to detect violent human behaviour using stereoscopic cameras and audio. Progress on this topic will facilitate automated audiovisual analysis to reduce the effort required for human monitoring. This project seeks to an develop automatic, accurate, and efficient solutions to violence detection from video captured by a stereovision camera and a microphone and will use latest advances in computer vision and audio analysis.

视频监控是促进公共和私人空间安全的重要工具。该博士将研究多模态AI系统，使用立体摄像头和音频检测暴力人类行为。这方面的进展将促进自动化视听分析，以减少人工监测所需的工作。该项目旨在开发自动，准确和有效的解决方案，从立体视觉摄像头和麦克风捕获的视频中检测暴力，并将使用计算机视觉和音频分析的最新进展。