I-Corps: Privacy-Responsive Artificial Intelligence-Based Solution for Smart Video Surveillance

I-Corps：基于隐私敏感的人工智能的智能视频监控解决方案

• 批准号: 2323757
• 负责人: Hamed Tabkhi
• 金额: $ 5万
• 依托单位: University of North Carolina at Charlotte
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-06-01 至 2024-11-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2323757&HistoricalAwards=false
• 关键词: Corps; Privacy; Responsive; Artificial; Intelligence

The broader impact/commercial potential of this I-Corps project is exploring societal needs, market prospects, and obstacles in harnessing the latest artificial intelligence breakthroughs to tackle public safety challenges. This project uncovers and adopts optimal practices to maximize the advantages of intelligent video surveillance technologies while addressing the associated privacy and ethical considerations. This project seeks to create a responsible and privacy-responsive artificial intelligence that various stakeholders, business owners, local communities, and the public can accept, adopt, and use. By using advanced technologies ethically and responsibly, this project aims to create a buffer between authorities and civilians, minimizing unnecessary conflicts and eliminating biases based on race, ethnicity, gender, age, and socioeconomic status.This I-Corps project is based on developing artificial intelligence-based computer vision and video analytic technologies to perform complex cognitive tasks to identify potentially threatening anomalous behaviors in community spaces. Furthermore, it will equip end-users to view meta-analyses based on temporal events and statistics by providing a mobile application and a web portal to notify the residents, commuters, and responsible security personnel. The entire intelligent processing will perform next to the cameras without saving or sending the actual videos to an external server. For anomaly detection, the proposed technology will not use personally identifiable information or facial recognition and only relies on behaviors and activities within community spaces.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

该I-Corps项目的更广泛的影响/商业潜力是探索社会需求，市场前景和障碍，以利用最新的人工智能突破来应对公共安全挑战。该项目揭示并采用了最佳实践，以最大程度地提高智能视频监视技术的优势，同时解决相关的隐私和道德考虑。该项目旨在建立一个负责任的隐私响应性人工智能，各种利益相关者，企业主，当地社区以及公众可以接受，采用和使用。通过道德和负责任地使用先进的技术，该项目旨在在当局和平民之间建立缓冲，最大程度地减少不必要的冲突，并基于种族，种族，性别，性别，年龄和社会经济地位来消除偏见。该I-Corps项目基于基于人工智能的计算机视觉和视频分析技术，以识别社区的行为，以识别出复杂的行为，以识别出复杂的行为。此外，通过提供移动应用程序和Web门户网站来通知居民，通勤者和负责任的安全人员，它将为最终用户提供基于时间事件和统计信息的荟萃分析。整个智能处理将在摄像机旁边执行，而无需保存或将实际视频发送到外部服务器。为了进行异常检测，所提出的技术将不使用个人身份的信息或面部识别，仅依靠社区空间内的行为和活动。该奖项反映了NSF的法定任务，并认为值得通过基金会的知识分子优点评估来支持，并具有更广泛的影响。