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21. 发明授权

US07734070B1 Method and system for immersing face images into a video sequence 有权
公开(公告)号：US07734070B1
公开(公告)日：2010-06-08
申请号：US10738453
申请日：2003-12-16
申请人： Rajeev Sharma , Namsoon Jung
发明人： Rajeev Sharma , Namsoon Jung
IPC分类号： G06K9/00
CPC分类号： G06K9/00744 , G06K9/00221 , G11B27/036 , G11B27/28
摘要： The present invention is a system and method for immersing facial images of people captured automatically from an image or a sequence of images into a live video playback sequence. This method allows viewers to perceive a participation in the viewed “movie” segment. A format is defined for storing the video such that this live playback of the video sequence is possible. A plurality of Computer Vision algorithms in the invention processes a plurality of input image sequences from the means for capturing images, which is pointed at the users in the vicinity of the system and performs the head detection and tracking. The interaction in the invention can be performed either in real-time or off-line depending on the embodiment of the invention in an uncontrolled background.

22. 发明申请

US20080109397A1 Automatic detection and aggregation of demographics and behavior of people 有权
标题翻译：人口统计学和人际行为的自动检测和聚合
公开(公告)号：US20080109397A1
公开(公告)日：2008-05-08
申请号：US12002398
申请日：2007-12-17
申请人： Rajeev Sharma , Hankyu Moon , Namsoon Jung
发明人： Rajeev Sharma , Hankyu Moon , Namsoon Jung
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： The present invention is a system and framework for automatically measuring and correlating visual characteristics of people and accumulating the data for the purpose of demographic and behavior analysis. The demographic and behavior characteristics of people are extracted from a sequence of images using techniques from computer vision. The demographic and behavior characteristics are combined with a timestamp and a location marker to provide a feature vector of a person at a particular time at a particular location. These feature vectors are then accumulated and aggregated automatically in order to generate a data set that can be statistically analyzed, data mined and/or queried.
摘要翻译：本发明是用于自动测量和关联人的视觉特征并且为了人口和行为分析的目的而累积数据的系统和框架。使用计算机视觉技术从图像序列中提取人的人口和行为特征。人口统计学和行为特征与时间戳和位置标记组合，以在特定位置处的特定时间提供人的特征向量。然后，这些特征向量自动累积和聚合，以便生成可以进行统计分析，数据挖掘和/或查询的数据集。

23. 发明授权

US06996460B1 Method and apparatus for providing virtual touch interaction in the drive-thru 有权
标题翻译：用于在驱动器中提供虚拟触摸交互的方法和装置
公开(公告)号：US06996460B1
公开(公告)日：2006-02-07
申请号：US10679226
申请日：2003-10-02
申请人： Nils Krahnstoever , Emilio Schapira , Rajeev Sharma , Namsoon Jung
发明人： Nils Krahnstoever , Emilio Schapira , Rajeev Sharma , Namsoon Jung
IPC分类号： G06F17/00
CPC分类号： G06F3/011 , G06F3/017 , G06F3/0304
摘要： The present invention is a method and apparatus for providing an enhanced automatic drive-thru experience to the customers in a vehicle by allowing use of natural hand gestures to interact with digital content. The invention is named Virtual Touch Ordering System (VTOS). In the VTOS, the virtual touch interaction is defined to be a contact free interaction, in which a user is able to select graphical objects within the digital contents on a display system and is able to control the processes connected to the graphical objects, by natural hand gestures without touching any physical devices, such as a keyboard or a touch screen. Using the virtual touch interaction of the VTOS, the user is able to complete transactions or ordering, without leaving the car and without any physical contact with the display. A plurality of Computer Vision algorithms in the VTOS processes a plurality of input image sequences from the image-capturing system that is pointed at the customers in a vehicle and performs the virtual touch interaction by natural hand gestures. The invention can increase the throughput of drive-thru interaction and reduce the delay in wait time, labor cost, and maintenance cost.
摘要翻译：本发明是一种通过允许使用自然手势与数字内容交互来向车辆中的客户提供增强的自动驾驶经验的方法和装置。本发明被命名为虚拟触摸订购系统（VTOS）。在VTOS中，虚拟触摸交互被定义为无联系的交互，其中用户能够在显示系统上的数字内容中选择图形对象，并且能够通过自然来控制连接到图形对象的过程无需触摸任何物理设备（如键盘或触摸屏）的手势。使用VTOS的虚拟触摸交互，用户能够完成交易或订购，而不用离开汽车，并且与显示器没有任何物理接触。 VTOS中的多个计算机视觉算法处理来自图像捕获系统的指向车辆中的客户的多个输入图像序列，并通过自然的手势执行虚拟触摸交互。本发明可以增加驱动通过交互的吞吐量，并减少等待时间，人工成本和维护成本的延迟。

24. 发明授权

US09747497B1 Method and system for rating in-store media elements 有权
公开(公告)号：US09747497B1
公开(公告)日：2017-08-29
申请号：US12386655
申请日：2009-04-21
申请人： Rajeev Sharma , Varij Saurabh , Namsoon Jung
发明人： Rajeev Sharma , Varij Saurabh , Namsoon Jung
IPC分类号： G06K9/00
CPC分类号： G06K9/00369 , G06K9/00771 , G06Q30/00
摘要： The present invention is a method and system for rating in-store media elements based on the measurement for behavior patterns and demographics of the audience in the vicinity of the media element, where a plurality of input images of the audience are captured by at least a means for capturing images in the vicinity of the media element. The input images are processed by automated video analytic algorithms in order to measure the behavior patterns and demographics of each person in the audience tied to the media element. The measurements for the behavior patterns and demographics of the audience from the target media elements are aggregated. A set of ratings for the media element is calculated based on the measurements. The measured media elements are sampled, and the audience measurement for the sample is extrapolated to other media elements for in-store locations or for a group of stores. The ratings are converted into a standardized output. The standardized output facilitates comparisons among a plurality of media elements. The rating can be used to plan media types in the media element for reaching targeted demographics.

25. 发明授权

US09740977B1 Method and system for recognizing the intentions of shoppers in retail aisles based on their trajectories 有权
公开(公告)号：US09740977B1
公开(公告)日：2017-08-22
申请号：US12455295
申请日：2009-05-29
申请人： Hankyu Moon , Rajeev Sharma , Namsoon Jung
发明人： Hankyu Moon , Rajeev Sharma , Namsoon Jung
IPC分类号： G06N5/00 , G06N7/00 , G06T7/00
CPC分类号： G06N5/00 , G06K9/00771 , G06N7/005 , G06Q30/02 , G06T7/00
摘要： The present invention is a method and system for automatically recognizing which products a shopper intends to find or purchase based on the shopper's trajectory in a retail aisle. First, the system detects and tracks the person to generate the trajectory of the shopper. Then some of the dynamic features are extracted from the shopper trajectory. The shopper trajectory features of a given trajectory are typically the positions, the motion orientations, and speeds at each point of the trajectory. A shopper behavior model is designed based on some of the primitive actions of shoppers. The last step of the method is to analyze a given shopper trajectory to estimate the shopper's intention. The step either utilizes decision rules based on the extracted shopper trajectory features, or utilizes a trained Hidden Markov Model, to estimate the progression of the primitive actions from the trajectory. The decoded progression of the shopper behavior states is then interpreted to finally determine the shopper's intention.

26. 发明授权

US08570376B1 Method and system for efficient sampling of videos using spatiotemporal constraints for statistical behavior analysis 有权
标题翻译：使用时空约束对视频进行有效采样的方法和系统进行统计行为分析
公开(公告)号：US08570376B1
公开(公告)日：2013-10-29
申请号：US12313359
申请日：2008-11-19
申请人： Rajeev Sharma , Namsoon Jung
发明人： Rajeev Sharma , Namsoon Jung
IPC分类号： H04N7/18 , G06K9/00
CPC分类号： H04N7/18 , G06K9/00751 , G06K9/00771 , G06Q30/02
摘要： The present invention is a method and system for selecting and storing videos by applying semantically-meaningful selection criteria to the track sequences of the trips made by people in an area covered by overlapping multiple cameras. The present invention captures video streams of the people in the area by multiple cameras and tracks the people in each of the video streams, producing track sequences in each video stream. The present invention determines a first set of video segments that contains the trip information of the people, and compacts each of the video streams by removing a second set of video segments that do not contain the trip information of the people from each of the video streams. The present invention selects video segments from the first set of video segments based on predefined selection criteria for the statistical behavior analysis. The stored video data is an efficient compact format of video segments that contain the track sequences of the people and selected according to semantically-meaningful and domain-specific selection criteria. The final storage format of the videos is a trip-centered format, which sequences videos from across multiple cameras, and it can be used to facilitate multiple applications dealing with behavior analysis in a specific domain.
摘要翻译：本发明是一种通过将语义上有意义的选择标准应用于由重叠的多个照相机覆盖的区域中的人们进行的旅行的轨道序列来选择和存储视频的方法和系统。本发明通过多个摄像机捕获该区域中的人的视频流，并且跟踪每个视频流中的人，并产生每个视频流中的轨道序列。本发明确定包含人员的行程信息的第一组视频段，并通过从每个视频流中移除不包含人员的行程信息的第二组视频段来压缩每个视频流。本发明基于用于统计行为分析的预定义的选择标准从第一组视频片段中选择视频段。存储的视频数据是包含人的轨道序列并根据语义有意义的和特定于领域的选择标准来选择的视频片段的有效的紧凑格式。视频的最终存储格式是一种以行程为中心的格式，可以对来自多个摄像机的视频进行排序，并可用于促进处理特定域中行为分析的多个应用程序。

27. 发明授权

US08081816B1 Apparatus and method for hardware implementation of object recognition from an image stream using artificial neural network 有权
标题翻译：使用人工神经网络从图像流硬件实现对象识别的装置和方法
公开(公告)号：US08081816B1
公开(公告)日：2011-12-20
申请号：US12157087
申请日：2008-06-06
申请人： Kevin Maurice Irick , Vijaykrishnan Narayanan , Hankyu Moon , Rajeev Sharma , Namsoon Jung
发明人： Kevin Maurice Irick , Vijaykrishnan Narayanan , Hankyu Moon , Rajeev Sharma , Namsoon Jung
IPC分类号： G06K9/62
CPC分类号： G06K9/00986 , G06K9/00979 , G06N3/063
摘要： The present invention is an apparatus and method for object recognition from at least an image stream from at least an image frame utilizing at least an artificial neural network. The present invention further comprises means for generating multiple components of an image pyramid simultaneously from a single image stream, means for providing the active pixel and interlayer neuron data to at least a subwindow processor, means for multiplying and accumulating the product of a pixel data or interlayer data and a synapse weight, and means for performing the activation of an accumulation. The present invention allows the artificial neural networks to be reconfigurable, thus embracing a broad range of object recognition applications in a flexible way. The subwindow processor in the present invention also further comprises means for performing neuron computations for at least a neuron. An exemplary embodiment of the present invention is used for object recognition, including face detection and gender recognition, in hardware. The apparatus comprises a digital circuitry system or IC that embodies the components of the present invention.
摘要翻译：本发明是一种用于至少利用至少一个人造神经网络的至少一个图像帧的图像流进行物体识别的装置和方法。本发明还包括用于从单个图像流同时生成图像金字塔的多个分量的装置，用于向至少一个子窗口处理器提供活动像素和层间神经元数据的装置，用于乘法和累加像素数据的乘积的装置，层间数据和突触重量，以及用于执行累积的激活的装置。本发明允许人造神经网络是可重构的，因此以灵活的方式包含广泛的对象识别应用。本发明的子窗口处理器还包括用于对至少神经元进行神经元计算的装置。本发明的一个示例性实施例用于硬件中的对象识别，包括面部检测和性别识别。该装置包括体现本发明组件的数字电路系统或IC。

28. 再颁专利

USRE41449E1 Method and apparatus for providing virtual touch interaction in the drive-thru 有权
标题翻译：用于在驱动器中提供虚拟触摸交互的方法和装置
公开(公告)号：USRE41449E1
公开(公告)日：2010-07-20
申请号：US12027879
申请日：2008-02-07
申请人： Nils Krahnstoever , Emilio Schapira , Rajeev Sharma , Namsoon Jung
发明人： Nils Krahnstoever , Emilio Schapira , Rajeev Sharma , Namsoon Jung
IPC分类号： G06F17/00 , G06K9/00
CPC分类号： G06F3/011 , G06F3/017 , G06F3/0304
摘要： The present invention is a method and apparatus for providing an enhanced automatic drive-thru experience to the customers in a vehicle by allowing use of natural hand gestures to interact with digital content. The invention is named Virtual Touch Ordering System (VTOS). In the VTOS, the virtual touch interaction is defined to be a contact free interaction, in which a user is able to select graphical objects within the digital contents on a display system and is able to control the processes connected to the graphical objects, by natural hand gestures without touching any physical devices, such as a keyboard or a touch screen. Using the virtual touch interaction of the VTOS, the user is able to complete transactions or ordering, without leaving the car and without any physical contact with the display. A plurality of Computer Vision algorithms in the VTOS processes a plurality of input image sequences from the image-capturing system that is pointed at the customers in a vehicle and performs the virtual touch interaction by natural hand gestures. The invention can increase the throughput of drive-thru interaction and reduce the delay in wait time, labor cost, and maintenance cost.
摘要翻译：本发明是一种通过允许使用自然手势与数字内容交互来向车辆中的客户提供增强的自动驾驶经验的方法和装置。本发明被命名为虚拟触摸订购系统（VTOS）。在VTOS中，虚拟触摸交互被定义为无联系的交互，其中用户能够在显示系统上的数字内容中选择图形对象，并且能够通过自然来控制连接到图形对象的过程无需触摸任何物理设备（如键盘或触摸屏）的手势。使用VTOS的虚拟触摸交互，用户能够完成交易或订购，而不用离开汽车，并且与显示器没有任何物理接触。 VTOS中的多个计算机视觉算法处理来自图像捕获系统的指向车辆中的客户的多个输入图像序列，并通过自然的手势执行虚拟触摸交互。本发明可以增加驱动通过交互的吞吐量，并减少等待时间，人工成本和维护成本的延迟。

29. 发明申请

US20090158309A1 Method and system for media audience measurement and spatial extrapolation based on site, display, crowd, and viewership characterization 审中-公开
标题翻译：基于网站，展示，人群和观众特征的媒体观众测量和空间外推的方法和系统
公开(公告)号：US20090158309A1
公开(公告)日：2009-06-18
申请号：US12001611
申请日：2007-12-12
申请人： Hankyu Moon , Rajeev Sharma , Namsoon Jung
发明人： Hankyu Moon , Rajeev Sharma , Namsoon Jung
IPC分类号： H04H60/33
CPC分类号： H04N21/44218 , G06K9/00778 , H04H60/33 , H04N21/4223
摘要： The present invention provides a comprehensive method to design an automatic media viewership measurement system, from the problem of sensor placement for an effective sampling of the viewership to the method of extrapolating spatially sampled viewership data. The system elements that affect the viewership—site, display, crowd, and audience—are identified first. The site-viewership analysis derives some of the crucial elements in determining an effective data sampling plan: visibility, occupancy, and viewership relevancy. The viewership sampling map is computed based on the visibility map, the occupancy map, and the viewership relevancy map; the viewership measurement sensors are placed so that the sensor coverage maximizes the viewership sampling map. The crowd-viewership analysis derives a model of the viewership in relation to the system parameters so that the viewership extrapolation can effectively adapt to the time-changing spatial distribution of the viewership; the step identifies crowd dynamics, and its invariant features as the crucial elements that extract the influence of the site, display, and the crowd to the temporal changes of viewership. The extrapolation map is formulated around these quantities, so that the site-wide viewership can be effectively estimated from the sampled viewership measurement.
摘要翻译：本发明提供了一种全面的方法来设计一种自动媒体观看量度系统，从传感器放置的问题出发，将收视率有效抽样的方法推广到空间采样的收视率数据外推法。影响观众网站，展示，人群和观众的系统元素首先被识别。站点收视率分析得出了确定有效数据抽样计划的一些关键因素：可见度，占用率和观众关联度。基于可见度图，占用地图和观看者相关性图来计算观众抽样图; 放置观众测量传感器，使得传感器覆盖最大化观众抽样图。人群观众分析得出与体系参数相关的观众模型，使得观众推论能够有效地适应观众的时空变化空间分布; 该步骤确定人群动态，其不变特征作为提取站点影响力，显示和人群对观看时间变化的关键要素。外推图是围绕这些数量制定的，因此可以从采样的收视率测量中有效地估计网站范围的收视率。

30. 发明申请

US20080147725A1 Object Verification Enabled Network (OVEN) 有权
标题翻译：对象验证启用网络（OVEN）
公开(公告)号：US20080147725A1
公开(公告)日：2008-06-19
申请号：US11999649
申请日：2007-12-06
申请人： Namsoon Jung , Rajeev Sharma
发明人： Namsoon Jung , Rajeev Sharma
IPC分类号： G06F17/30
CPC分类号： G06F8/38 , G06F8/24
摘要： The present invention is a method and system for handling a plurality of information units in an information processing system, such as a multimodal human computer interaction (HCI) system, through verification process for the plurality of information units. The present invention converts each information unit in the plurality of information units into verified object by augmenting the first meaning in the information unit with a second meaning and expresses the verified objects by object representation for each verified object. The present invention utilizes a processing structure, called polymorphic operator, which is capable of applying a plurality of relationships among the verified objects based on a set of predefined rules in a particular application domain for governing the operation among the verified objects. The present invention is named Object Verification Enabled Network (OVEN). The OVEN provides a computational framework for the information processing system that needs to handle complex data and event in the system, such as handling a huge amount of data in a database, correlating information pieces from multiple sources, applying contextual information to the recognition of inputs in a specific domain, processing fusion of the multiple inputs from different modalities, handling unforeseen challenges in deploying a commercially working information processing system in a real-world environment, and handling collaboration among multiple users.
摘要翻译：本发明是通过多个信息单元的验证处理来处理诸如多模式人机交互（HCI）系统的信息处理系统中的多个信息单元的方法和系统。本发明通过用第二含义增加信息单元中的第一含义将多个信息单元中的每个信息单元转换为经验证的对象，并通过每个已验证对象的对象表示来表示所验证的对象。本发明利用称为多态运算符的处理结构，其能够基于特定应用领域中的一组预定义规则来应用经验证的对象之间的多个关系，以管理已验证对象之间的操作。本发明被命名为对象验证启用网络（OVEN）。 OVEN为需要处理系统中复杂数据和事件的信息处理系统提供计算框架，例如处理数据库中的大量数据，将来自多个源的信息相关，将上下文信息应用于输入的识别在特定领域中，处理来自不同模式的多个输入的融合，处理在现实环境中部署商业工作信息处理系统中的不可预见的挑战，以及处理多个用户之间的协作。

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