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公开(公告)号:US20100208941A1
公开(公告)日:2010-08-19
申请号:US12704189
申请日:2010-02-11
申请人: Christopher P. Broaddus , Thomas Germano , Nicholas Vandervalk , Shunguang Wu , Ajay Divakaran , Harpreet Singh Sawhney
发明人: Christopher P. Broaddus , Thomas Germano , Nicholas Vandervalk , Shunguang Wu , Ajay Divakaran , Harpreet Singh Sawhney
IPC分类号: G06T7/00
CPC分类号: G01S13/867 , G01S3/7864 , G01S13/726 , G06T7/194 , G06T7/292 , G06T2207/20076 , G06T2207/30232 , G08B13/19608 , G08B13/19645 , G08B13/19697
摘要: A method and system for coordinated tracking of objects is disclosed. A plurality of images is received from a plurality of nodes, each node comprising at least one image capturing device. At least one target in the plurality of images is identified to produce at least one local track corresponding to each of the plurality of nodes having the at least one target in its field of view. The at least one local track corresponding to each of the plurality of nodes is fused according to a multi-hypothesis tracking method to produce at least one fused track corresponding to the at least one target. At least one of the plurality of nodes is assigned to track the at least one target based on minimizing at least one cost function comprising a cost matrix using the k-best algorithm for tracking at least one target for each of the plurality of nodes. The at least one fused track is sent to the at least one of the plurality of nodes assigned to track the at least one target based on the at least one fused track.
摘要翻译: 公开了一种协调跟踪物体的方法和系统。 从多个节点接收多个图像,每个节点包括至少一个图像捕获装置。 多个图像中的至少一个目标被识别以产生与其视场中具有至少一个目标的多个节点中的每一个对应的至少一个本地轨迹。 根据多假设跟踪方法将与多个节点中的每一个相对应的至少一个本地轨道融合以产生至少一个对应于该至少一个目标的融合轨道。 所述多个节点中的至少一个被分配以跟踪所述至少一个目标,所述至少一个目标基于最小化至少一个成本函数,所述至少一个成本函数包括使用所述k-最佳算法的成本矩阵,用于跟踪所述多个节点中的每个节点的至少一个目 至少一个融合轨道被发送到被分配以基于至少一个融合轨道跟踪至少一个目标的多个节点中的至少一个。
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公开(公告)号:US08180107B2
公开(公告)日:2012-05-15
申请号:US12704189
申请日:2010-02-11
申请人: Christopher P. Broaddus , Thomas Germano , Nicholas Vandervalk , Shunguang Wu , Ajay Divakaran , Harpreet Singh Sawhney
发明人: Christopher P. Broaddus , Thomas Germano , Nicholas Vandervalk , Shunguang Wu , Ajay Divakaran , Harpreet Singh Sawhney
CPC分类号: G01S13/867 , G01S3/7864 , G01S13/726 , G06T7/194 , G06T7/292 , G06T2207/20076 , G06T2207/30232 , G08B13/19608 , G08B13/19645 , G08B13/19697
摘要: A method and system for coordinated tracking of objects is disclosed. A plurality of images is received from a plurality of nodes, each node comprising at least one image capturing device. At least one target in the plurality of images is identified to produce at least one local track corresponding to each of the plurality of nodes having the at least one target in its field of view. The at least one local track corresponding to each of the plurality of nodes is fused according to a multi-hypothesis tracking method to produce at least one fused track corresponding to the at least one target. At least one of the plurality of nodes is assigned to track the at least one target based on minimizing at least one cost function comprising a cost matrix using the k-best algorithm for tracking at least one target for each of the plurality of nodes. The at least one fused track is sent to the at least one of the plurality of nodes assigned to track the at least one target based on the at least one fused track.
摘要翻译: 公开了一种协调跟踪物体的方法和系统。 从多个节点接收多个图像,每个节点包括至少一个图像捕获装置。 多个图像中的至少一个目标被识别以产生与其视场中具有至少一个目标的多个节点中的每一个对应的至少一个本地轨迹。 根据多假设跟踪方法将与多个节点中的每一个相对应的至少一个本地轨道融合以产生至少一个对应于该至少一个目标的融合轨道。 所述多个节点中的至少一个被分配以跟踪所述至少一个目标,所述至少一个目标基于最小化至少一个成本函数,所述至少一个成本函数包括使用所述k最佳算法的成本矩阵,用于跟踪所述多个节点中的每个节点的至少一个目标。 至少一个融合轨道被发送到被分配以基于至少一个融合轨道跟踪至少一个目标的多个节点中的至少一个。
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3.
公开(公告)号:US08289390B2
公开(公告)日:2012-10-16
申请号:US11192486
申请日:2005-07-28
申请人: Manoj Aggarwal , Keith Hanna , Harpreet Sawhney , Vincent Paragano , Rakesh Kumar , Supun Samarasekera , Aydin Arpa , Thomas Germano , Tao Zhao , David Kalokitis , David R. Patterson
发明人: Manoj Aggarwal , Keith Hanna , Harpreet Sawhney , Vincent Paragano , Rakesh Kumar , Supun Samarasekera , Aydin Arpa , Thomas Germano , Tao Zhao , David Kalokitis , David R. Patterson
IPC分类号: H04N7/18
CPC分类号: G01S3/7864 , G06K9/00771 , G06K9/32 , G06K9/6289 , G06T7/246 , G06T7/285 , G06T7/292 , G06T7/70 , G06T2207/30232 , G06T2207/30241 , G08B13/19608 , G08B13/19641 , G08B13/19645 , G08B13/19682 , H04N5/2224 , H04N5/76 , H04N13/204 , H04N13/239 , H04N13/243 , H04N2013/0081 , H04N2013/0085
摘要: A sentient system combines detection, tracking, and immersive visualization of a cluttered and crowded environment, such as an office building, terminal, or other enclosed site using a network of stereo cameras. A guard monitors the site using a live 3D model, which is updated from different directions using the multiple video streams. As a person moves within the view of a camera, the system detects its motion and tracks the person's path, it hands off the track to the next camera when the person goes out of that camera's view. Multiple people can be tracked simultaneously both within and across cameras, with each track shown on a map display. The track system includes a track map browser that displays the tracks of all moving objects as well as a history of recent tracks and a video flashlight viewer that displays live immersive video of any person that is being tracked.
摘要翻译: 有声系统使用立体相机网络将杂乱无章的环境(例如办公楼,终端或其他封闭场所)的检测,跟踪和沉浸式可视化相结合。 守卫使用实时3D模型监视站点,该模型使用多个视频流从不同方向更新。 当一个人在相机的视野内移动时,系统会检测到其运动并跟踪人的路径,当人离开该相机视图时,它将该轨迹移离下一个相机。 可以在摄像机内和摄像机上同时跟踪多个人,每个轨道显示在地图显示上。 轨道系统包括轨迹映射浏览器,其显示所有运动对象的轨迹以及最近轨道的历史以及显示正在被跟踪的任何人的现场沉浸式视频的视频手电筒观看者。
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公开(公告)号:US20080291279A1
公开(公告)日:2008-11-27
申请号:US11628377
申请日:2005-06-01
申请人: Supun Samarasekera , Keith Hanna , Harpreet Sawhney , Rakesh Kumar , Aydin Arpa , Vincent Paragano , Thomas Germano , Manoj Aggarwal
发明人: Supun Samarasekera , Keith Hanna , Harpreet Sawhney , Rakesh Kumar , Aydin Arpa , Vincent Paragano , Thomas Germano , Manoj Aggarwal
IPC分类号: H04N7/18
CPC分类号: G08B13/19693 , H04N7/181
摘要: In an immersive surveillance system, videos or other data from a large number of cameras and other sensors is managed and displayed by a video processing system overlaying the data within a rendered 2D or 3D model of a scene. The system has a viewpoint selector configured to allow a user to selectively identify a viewpoint from which to view the site. A video control system receives data identifying the viewpoint and based on the viewpoint automatically selects a subset of the plurality of cameras that is generating video relevant to the view from the viewpoint, and causes video from the subset of cameras to be transmitted to the video processing system. As the viewpoint changes, the cameras communicating with the video processor are changed to hand off to cameras generating relevant video to the new position. Playback in the immersive environment is provided by synchronization of time stamped recordings of video. Navigation of the viewpoint on constrained paths in the model or map-based navigation is also provided.
摘要翻译: 在沉浸式监视系统中,来自大量相机和其他传感器的视频或其他数据由覆盖场景的渲染的2D或3D模型中的数据的视频处理系统来管理和显示。 系统具有视点选择器,其被配置为允许用户选择性地识别观看站点的视点。 视频控制系统接收识别视点的数据,并且基于视点自动选择从视点生成与视图相关的视频的多个摄像机的子集,并且使来自摄像机子集的视频被发送到视频处理 系统。 随着视点的改变,与视频处理器通信的摄像机被改变以切换到产生相关视频到新位置的摄像机。 沉浸式环境中的回放是通过视频时间戳记录的同步来提供的。 还提供了在模型或基于地图的导航中的约束路径上的视点的导航。
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5.
公开(公告)号:US20060279630A1
公开(公告)日:2006-12-14
申请号:US11192486
申请日:2005-07-28
申请人: Manoj Aggarwal , Keith Hanna , Harpreet Sawhney , Vincent Paragano , Rakesh Kumar , Supun Samarasekera , Aydin Arpa , Thomas Germano , Tao Zhao , David Kalokitis , David Patterson
发明人: Manoj Aggarwal , Keith Hanna , Harpreet Sawhney , Vincent Paragano , Rakesh Kumar , Supun Samarasekera , Aydin Arpa , Thomas Germano , Tao Zhao , David Kalokitis , David Patterson
CPC分类号: G01S3/7864 , G06K9/00771 , G06K9/32 , G06K9/6289 , G06T7/246 , G06T7/285 , G06T7/292 , G06T7/70 , G06T2207/30232 , G06T2207/30241 , G08B13/19608 , G08B13/19641 , G08B13/19645 , G08B13/19682 , H04N5/2224 , H04N5/76 , H04N13/204 , H04N13/239 , H04N13/243 , H04N2013/0081 , H04N2013/0085
摘要: A sentient system combines detection, tracking, and immersive visualization of a cluttered and crowded environment, such as an office building, terminal, or other enclosed site using a network of stereo cameras. A guard monitors the site using a live 3D model, which is updated from different directions using the multiple video streams. As a person moves within the view of a camera, the system detects its motion and tracks the person's path, it hands off the track to the next camera when the person goes out of that camera's view. Multiple people can be tracked simultaneously both within and across cameras, with each track shown on a map display. The track system includes a track map browser that displays the tracks of all moving objects as well as a history of recent tracks and a video flashlight viewer that displays live immersive video of any person that is being tracked.
摘要翻译: 有声系统使用立体相机网络将杂乱无章的环境(例如办公楼,终端或其他封闭场所)的检测,跟踪和沉浸式可视化相结合。 守卫使用实时3D模型监视站点,该模型使用多个视频流从不同方向更新。 当一个人在相机的视野内移动时,系统会检测到其运动并跟踪人的路径,当人离开该相机视图时,它将该轨迹移离下一个相机。 可以在摄像机内和摄像机上同时跟踪多个人,每个轨道显示在地图显示上。 轨道系统包括轨迹映射浏览器,其显示所有运动对象的轨迹以及最近轨道的历史以及显示正在被跟踪的任何人的现场沉浸式视频的视频手电筒观看者。
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