CISE Research Instrumentation: Data-Driven Modeling for Real-Time Interaction and Animation

CISE 研究仪器：实时交互和动画的数据驱动建模

• 批准号: 0242482
• 负责人: Jessica Hodgins
• 金额: $ 4.84万
• 依托单位: Carnegie-Mellon University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2000
• 资助国家: 美国
• 起止时间: 2000-09-01 至 2003-01-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=0242482&HistoricalAwards=false
• 关键词: CISE; Research; Instrumentation; Data; Driven

9818287Hodgins, Jessica K.Atkeson, Christopher G.Georgia Institute of TechnologyCISE Research Instrumentation: Data-Driven Modeling for Real-time Interaction and AnimationThis research instrumentation enables research projects in:- Perception of Action- Learning from Demonstration- Animating with Experimentally Determined Parameters, and- Modeling Facial ExpressionsTo support the aforementioned projects, for the capture, modeling, recognition, and generation of human motion, this award contributes to the purchase of motion capture equipment, graphics workstations, and digital cameras at College of Computing in Georgia Institute of Technology. The equipment will be used for several projects aimed at making it easy to create, control, and interact with artificial humans in interactiveenvironments for training and entertainment. The cameras and motion capture equipment will capture full body and facial motion of the users. The processing power of the graphics workstations and other availablemulti-processors will be used to create data-driven models for recognition and generation of human actions ranging from full body motions such as a tennis swing to subtle facial expressions. The power of this technology will be demonstrated by constructing interactive environments in which the cameras and motion capture equipment will be used for on-line recognition of user actions and the graphics workstation will be used to animate human figures in real-time, based on the models derived off-line. The prototype applications will be environments where interactivity and realism are key, such as training environments for physical tasks and animation of highly interactive and responsive characters.

9818287哈金斯，杰西卡K.Atkeson，克里斯托弗g .佐治亚理工学院cise研究仪器：用于实时交互和动画的数据驱动建模该研究仪器支持以下研究项目：-动作感知-从演示中学习-用实验确定的参数进行动画和-面部表情建模为了支持上述项目，用于捕获，建模，识别和生成人体运动，该奖项有助于购买运动捕获设备，图形工作站，和数码相机在佐治亚理工学院计算机学院。该设备将用于几个项目，旨在使其易于创建、控制，并在训练和娱乐的交互式环境中与人造人互动。摄像头和动作捕捉设备将捕捉用户的全身和面部动作。图形工作站和其他可用的多处理器的处理能力将用于创建数据驱动模型，用于识别和生成从全身动作（如网球挥拍）到微妙面部表情的人类动作。这项技术的力量将通过构建交互式环境来展示，其中相机和动作捕捉设备将用于在线识别用户动作，图形工作站将用于基于离线导出的模型实时动画人物。原型应用程序将是交互性和真实性是关键的环境，例如物理任务的训练环境和高度互动和响应性角色的动画。