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1. 发明申请

US20100207762A1 SYSTEM AND METHOD FOR PREDICTING ABNORMAL BEHAVIOR 有权
标题翻译：用于预测异常行为的系统和方法
公开(公告)号：US20100207762A1
公开(公告)日：2010-08-19
申请号：US12496724
申请日：2009-07-02
申请人： Kuo Chu LEE , Hasan Timucin Ozdemir , Juan Yu
发明人： Kuo Chu LEE , Hasan Timucin Ozdemir , Juan Yu
IPC分类号： G08B13/00 , G06F15/18 , G06K9/00 , G06N5/02
CPC分类号： G06K9/00771
摘要： A system and method for predictive abnormal behavior detection is disclosed. The system receives surveillance data such as video data and can create and update a plurality of prediction models. The system may also receive video data relating to a moving object and may generate a prediction of the future locations of the moving object based on the generated prediction models. The predicted motion may be scored by a scoring engine to determine if the predicted motion is unsafe or otherwise undesirable.
摘要翻译：公开了一种用于预测性异常行为检测的系统和方法。该系统接收诸如视频数据的监控数据，并且可以创建和更新多个预测模型。该系统还可以接收与移动对象相关的视频数据，并且可以基于所生成的预测模型生成运动对象的未来位置的预测。预测的运动可以由评分引擎评分，以确定预测的运动是不安全的还是不希望的。

2. 发明申请

US20110205359A1 VIDEO SURVEILLANCE SYSTEM 审中-公开
标题翻译：视频监控系统
公开(公告)号：US20110205359A1
公开(公告)日：2011-08-25
申请号：US12709192
申请日：2010-02-19
申请人： Kuo Chu LEE , Hasan Timucin OZDEMIR , Xiangjun SHI , Lipin LIU , Namsoo JOO , Juan YU , Jun LIU
发明人： Kuo Chu LEE , Hasan Timucin OZDEMIR , Xiangjun SHI , Lipin LIU , Namsoo JOO , Juan YU , Jun LIU
IPC分类号： H04N7/18
CPC分类号： G06K9/00771 , G06T7/285 , G08B13/19608 , G08B13/19676
摘要： A video surveillance system is disclosed. The system includes a model database storing a plurality of models and a vector database storing a plurality of vectors of recently observed trajectories. The system includes a model building module that builds a new motion model corresponding to the motion data of the current trajectory data structure. The system generates a current trajectory data structure having motion data and abnormality scores. The system also includes a database purging module configured to determine a subset of vectors that is most similar to the current trajectory data structure based on a measure of similarity between the subset of vectors and the current trajectory data structure. The database purging module is further configured to replace one of the motion models in the model database with the new motion model based on an amount of vectors in the subset vectors the recentness of the subset of vectors.
摘要翻译：公开了一种视频监控系统。该系统包括存储多个模型的模型数据库和存储最近观察到的轨迹的多个矢量的矢量数据库。该系统包括建立与当前轨迹数据结构的运动数据相对应的新运动模型的模型构建模块。该系统产生具有运动数据和异常分数的当前轨迹数据结构。该系统还包括数据库清除模块，其被配置为基于矢量子集与当前轨迹数据结构之间的相似度测量来确定与当前轨迹数据结构最相似的向量子集。数据库清除模块还被配置为基于子集向量中矢量子集的近似度，用新的运动模型替换模型数据库中的运动模型中的一个。

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