公开(公告)号：US20120163670A1

公开(公告)日：2012-06-28

申请号：US13413549

申请日：2012-03-06

申请人： John Eric EATON ,  Wesley Kenneth COBB ,  Dennis Gene URECH ,  Bobby Ernest BLYTHE ,  David Samuel FRIEDLANDER ,  Rajkiran Kumar GOTTUMUKKAL ,  Lon William RISINGER ,  Kishor Adinath SAITWAL ,  Ming-Jung SEOW ,  David Marvin SOLUM ,  Gang XU ,  Tao YANG

发明人： John Eric EATON ,  Wesley Kenneth COBB ,  Dennis Gene URECH ,  Bobby Ernest BLYTHE ,  David Samuel FRIEDLANDER ,  Rajkiran Kumar GOTTUMUKKAL ,  Lon William RISINGER ,  Kishor Adinath SAITWAL ,  Ming-Jung SEOW ,  David Marvin SOLUM ,  Gang XU ,  Tao YANG

IPC分类号： G06K9/00

CPC分类号： G06K9/00771 ,  G08B13/19608 ,  G08B13/19613

摘要： Embodiments of the present invention provide a method and a system for analyzing and learning behavior based on an acquired stream of video frames. Objects depicted in the stream are determined based on an analysis of the video frames. Each object may have a corresponding search model used to track an object's motion frame-to-frame. Classes of the objects are determined and semantic representations of the objects are generated. The semantic representations are used to determine objects' behaviors and to learn about behaviors occurring in an environment depicted by the acquired video streams. This way, the system learns rapidly and in real-time normal and abnormal behaviors for any environment by analyzing movements or activities or absence of such in the environment and identifies and predicts abnormal and suspicious behavior based on what has been learned.

摘要翻译： 本发明的实施例提供了一种基于所获取的视频帧流来分析和学习行为的方法和系统。 基于对视频帧的分析来确定流中描绘的对象。 每个对象可以具有用于跟踪对象的帧到帧的运动的对应的搜索模型。 确定对象的类，并生成对象的语义表示。 语义表示用于确定对象的行为，并了解在所获取的视频流中描绘的环境中发生的行为。 通过这种方式，系统通过分析环境中的动作或活动或不存在这些环境，快速，实时地对任何环境的正常和异常行为进行学习，并根据所学到的知识和预测异常和可疑行为。

公开(公告)号：US20120224746A1

公开(公告)日：2012-09-06

申请号：US13472214

申请日：2012-05-15

申请人： Wesley Kenneth COBB ,  David FRIEDLANDER ,  Kishor Adinath SAITWAL ,  Ming-Jung SEOW ,  Gang XU

发明人： Wesley Kenneth COBB ,  David FRIEDLANDER ,  Kishor Adinath SAITWAL ,  Ming-Jung SEOW ,  Gang XU

IPC分类号： G06K9/62

CPC分类号： G06K9/00771

摘要： Techniques are disclosed for a video surveillance system to learn to recognize complex behaviors by analyzing pixel data using alternating layers of clustering and sequencing. A combination of a self organizing map (SOM) and an adaptive resonance theory (ART) network may be used to identify a variety of different anomalous inputs at each cluster layer. As progressively higher layers of the cortex model component represent progressively higher levels of abstraction, anomalies occurring in the higher levels of the cortex model represent observations of behavioral anomalies corresponding to progressively complex patterns of behavior.

摘要翻译： 公开了用于视频监控系统的技术，以通过使用交替的聚类和排序层分析像素数据来学习识别复杂行为。 可以使用自组织图（SOM）和自适应共振理论（ART）网络的组合来识别每个簇层处的各种不同的异常输入。 随着逐渐更高层的皮层模型组件代表逐渐提高的抽象水平，在较高级别的皮质模型中发生的异常表示对应于逐渐复杂的行为模式的行为异常的观察。

公开(公告)号：US20170293606A1

公开(公告)日：2017-10-12

申请号：US15481298

申请日：2017-04-06

申请人： Gang XU ,  Tao YANG ,  Ming-Jung SEOW

发明人： Gang XU ,  Tao YANG ,  Ming-Jung SEOW

IPC分类号： G06F17/27 ,  G06N3/08 ,  G06N3/04

CPC分类号： G06F17/2735 ,  G06F17/271 ,  G06F17/277 ,  G06F17/2785 ,  G06N3/04 ,  G06N3/0409 ,  G06N3/0454 ,  G06N3/08 ,  G06N3/088 ,  G06N5/04 ,  G06N5/048 ,  G06N20/00

摘要： Techniques are disclosed to optimize feature selection in generating betas for a feature dictionary of a neuro-linguistic Cognitive AI System. A machine learning engine receives a sample vector of input data to be analyzed by the neuro-linguistic Cognitive AI System. The neuro-linguistic Cognitive AI System is configured to generate multiple feature words for each of a plurality of sensors. The machine learning engine identifies a sensor specified in the sample vector and selects optimization parameters for generating feature words based on the identified sensor.

公开(公告)号：US20170293609A1

公开(公告)日：2017-10-12

申请号：US15481302

申请日：2017-04-06

申请人： Tao YANG ,  Gang XU ,  Wesley Kenneth COBB ,  Omni AI, Inc.

发明人： Ming-Jung SEOW ,  Tao YANG ,  Gang XU ,  Wesley Kenneth COBB

IPC分类号： G06F17/27 ,  G06N99/00 ,  G06N5/04

CPC分类号： G06F17/2735 ,  G06F17/271 ,  G06F17/277 ,  G06F17/2785 ,  G06N3/04 ,  G06N3/0409 ,  G06N3/0454 ,  G06N3/08 ,  G06N3/088 ,  G06N5/04 ,  G06N5/048 ,  G06N20/00

摘要： Techniques are disclosed for analyzing and learning behaviors based on acquired sensor data. A neuro-linguistic cognitive engine performs learning and analysis on linguistic content (e.g., identified alpha symbols, betas, and gammas) obtained by a linguistic model that clusters observations to generate the linguistic content. The neuro-linguistic cognitive engine compares new data to learned patterns stored in short and longer-term memories and determines whether to issue special event notifications indicating anomalous behavior. In one embodiment, condition(s) may be generated for new data and checked against inference nodes of an inference network. Inference nodes matching the condition(s) are executed to, e.g., compare the new data with the learned patterns, with output from the inference nodes being used to generate additional condition(s) that are again matched to inference nodes which may be executed.

公开(公告)号：US20130215018A1

公开(公告)日：2013-08-22

申请号：US13616703

申请日：2012-09-14

申请人： Gang XU ,  Peng SUN

发明人： Gang XU ,  Peng SUN

IPC分类号： G06F3/041 ,  G06F3/033

CPC分类号： G06F3/0488 ,  G06F1/1694 ,  G06F3/04842 ,  G06F2200/1637

摘要： A touch position locating method, text selecting method, device, and an electronic equipment. The touch position locating method including: acquiring position movement information from a gravity and acceleration sensor; calculating movement direction and distance of a cursor displayed on a touch screen according to the position movement information; and controlling a display position of the cursor according to the movement direction and distance of the cursor. The beneficial effect of the embodiments of the present invention is as follows: by swaying or slanting the electronic equipment having a touch screen, the display position of the cursor is controlled using the position movement information sensed by the gravity and acceleration sensor to accurately locate a point or select a text area, thereby improving the location accuracy of the touch screen and the user's experience.

摘要翻译： 触摸位置定位方法，文本选择方法，设备和电子设备。 触摸位置定位方法包括：从重力和加速度传感器获取位置移动信息; 根据位置移动信息计算触摸屏上显示的光标的移动方向和距离; 以及根据光标的移动方向和距离来控制光标的显示位置。 本发明的实施例的有益效果如下：通过摇摆或倾斜具有触摸屏的电子设备，使用由重力和加速度传感器感测的位置移动信息来控制光标的显示位置，以精确定位 指向或选择文本区域，从而提高触摸屏的位置精度和用户体验。

公开(公告)号：US20220240644A1

公开(公告)日：2022-08-04

申请号：US17603174

申请日：2018-11-30

申请人： Vinayak UPASANI ,  Gang XU

发明人： Vinayak UPASANI ,  Gang XU

IPC分类号： A45D34/04

摘要： Several improvements on roller ball applicators on glass bottles have been described. A unique mechanical design of the roller ball housing to obtain minimal leak of the bottle ingredients is described. Also described is a hidden tamper evident band.

公开(公告)号：US20090296193A1

公开(公告)日：2009-12-03

申请号：US12474245

申请日：2009-05-28

申请人： Ion BITA ,  Gang XU ,  Kollengode S. NARAYANAN ,  Russell W. GRUHLKE ,  Marek MIENKO ,  Lai WANG

发明人： Ion BITA ,  Gang XU ,  Kollengode S. NARAYANAN ,  Russell W. GRUHLKE ,  Marek MIENKO ,  Lai WANG

IPC分类号： G02B26/00

CPC分类号： G02B6/0016 ,  B82Y20/00 ,  G02B6/0036 ,  G02B6/0038 ,  G02B6/005 ,  G02B6/0065 ,  Y10T29/49002

摘要： A illumination device comprises a light guide having a first end for receiving light and configured to support propagation of light along the length of the light guide. A turning microstructure is disposed on a first side of the light guide configured to turn light incident on the first side and to direct the light out a second opposite side of the light guide, wherein the turning microstructure comprises a plurality of indentations. A cover is physically coupled to the light guide and disposed over the turning microstructure. An interlayer is between the cover and the light guide, wherein the interlayer physically couples the cover to the light guide. A plurality of open regions is between the interlayer and the plurality of indentations. Various embodiments include methods of coupling the cover to the light guide while preserving open regions between the cover and plurality of indentations.

摘要翻译： 照明装置包括光导，其具有用于接收光的第一端并且被配置为支持沿着光导的长度的光的传播。 转向微结构设置在导光体的第一侧上，其被配置为转动入射在第一侧上的光并将光引导出光导的第二相对侧，其中转动微结构包括多个凹陷。 盖子物理耦合到光导并且设置在转向微结构上。 中间层位于盖和光导之间，其中夹层将盖物理耦合到光导。 多个开放区域在中间层和多个凹口之间。 各种实施例包括将盖连接到光导的同时保持盖和多个凹口之间的开放区域的方法。

公开(公告)号：US20120206386A1

公开(公告)日：2012-08-16

申请号：US13368579

申请日：2012-02-08

申请人： Gang XU ,  Peng SUN

发明人： Gang XU ,  Peng SUN

IPC分类号： G06F3/044 ,  G06F3/041

CPC分类号： G06F1/1616 ,  G06F1/1624 ,  G06F1/1637 ,  G06F1/1643 ,  H04M1/0216 ,  H04M2250/16 ,  H04M2250/18 ,  H04M2250/22

摘要： The present invention provides a portable terminal, comprising: a first body provided with a first transparent display panel; a second body provided with a second transparent display panel; and a connecting part for movably connecting the first body with the second body; wherein both surfaces of the first transparent display panel are provided with a touch screen respectively; and at least one surface of the second transparent display panel is provided with a touch screen. The present invention provides a display area as large as possible.

摘要翻译： 本发明提供一种便携式终端，包括：第一主体，设置有第一透明显示面板; 设置有第二透明显示面板的第二主体; 以及用于将第一主体与第二主体可移动地连接的连接部件; 其中所述第一透明显示面板的两个表面分别设置有触摸屏; 并且第二透明显示面板的至少一个表面设置有触摸屏。 本发明提供尽可能大的显示区域。

公开(公告)号：US20120147753A1

公开(公告)日：2012-06-14

申请号：US12963227

申请日：2010-12-08

申请人： Thusitha JAYAWARDENA ,  Gustavo de los REYES ,  Xiao PAN ,  Gang XU

发明人： Thusitha JAYAWARDENA ,  Gustavo de los REYES ,  Xiao PAN ,  Gang XU

IPC分类号： H04L12/26

CPC分类号： H04L47/122 ,  H04L41/5022 ,  H04L43/0882 ,  H04L43/16 ,  H04L47/10 ,  H04L47/24 ,  H04L63/08 ,  H04L63/1458 ,  H04L65/00 ,  H04L65/80

摘要： A method provides for the dynamic traffic prioritization in a communication network. The method electronically monitors traffic in a communication network and determines when traffic exceeds configured thresholds on the links of the communication network. Thus, the method determines a link which is potentially about to be congested in the communication network. The method categorizes the traffic on this link by an end system attached to one end of the potentially congested link into a plurality of priority categories using application layer parameters. Using a re-direct capability of the end system, the method re-directs at least one of the pluralities of priority categories of traffic to an alternate Internet Protocol address. The method uses preconfigured Quality of Service mechanisms on the provider edge router attached to the other end of the potentially congested link to guarantee a predetermined amount of bandwidth capacity of the link to traffic destined to the alternate Internet Protocol address.

摘要翻译： 一种方法提供通信网络中的动态流量优先级。 该方法电子监控通信网络中的流量，并确定流量何时超过通信网络链路上的配置阈值。 因此，该方法确定在通信网络中潜在地将拥塞的链路。 该方法通过使用应用层参数将附接到潜在拥塞链路的一端的终端系统在该链路上分类为多个优先级类别。 使用终端系统的直接能力，该方法将多个优先级别的业务中的至少一个重定向到备用因特网协议地址。 该方法在连接到可能拥塞链路的另一端的提供商边缘路由器上使用预配置的服务质量机制，以保证到达备用因特网协议地址的流量的链路的预定量的带宽容量。