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11.发明申请Methods and Systems for Vascular Pattern Localization Using Temporal Features 有权使用时间特征的血管模式定位的方法和系统公开(公告)号：US20140161307A1
公开(公告)日：2014-06-12
申请号：US13710974
申请日：2012-12-11
Applicant: XEROX CORPORATION
Inventor： Yi Liu , Beilei Xu , Robert P. Loce , Wencheng Wu , Lalit K. Mestha , Edgar A. Bernal
IPC: G06K9/32
CPC classification number: G06K9/3241 , G06K9/00006 , G06K2009/00932
Abstract: A system and method of localizing vascular patterns by receiving frames from a video camera, identifying and tracking an object within the frames, determining temporal features associated with the object; and localizing vascular patterns from the frames based on the temporal features associated with the object.
Abstract translation: 一种通过从摄像机接收帧来定位血管图案的系统和方法，识别和跟踪帧内的对象，确定与对象相关联的时间特征; 以及基于与对象相关联的时间特征来定位来自帧的血管图案。
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公开(公告)号：US20170243354A1
公开(公告)日：2017-08-24
申请号：US15283603
申请日：2016-10-03
Applicant: Xerox Corporation
Inventor： Faezeh Tafazzoli , Beilei Xu , Wencheng Wu , Robert P. Loce
CPC classification number: G06K9/00348 , A61B5/112 , A61B5/1128 , A61B5/117 , A61B5/7235 , A61B5/7275 , G06K9/00342 , G06K9/00362 , G06K9/00885 , G06K9/4604 , G06K9/6202 , G06K2009/3291 , G06T7/11 , G06T7/20 , G06T7/246 , G06T7/285 , G06T2207/10004 , G06T2207/20164 , G06T2207/30196
Abstract: A computer-implemented method for gait analysis of a subject includes obtaining visual data from an image capture device positioned in front of or behind the subject, the visual data comprising at least two image frames of the subject over a period of time walking toward or away from the image capture device, the at least two image frames capturing at least a portion of the gait of the subject, detecting within the at least two images body parts as two-dimensional landmarks using a pose estimation algorithm on each of the at least two frames, generating a joint model depicting the location of the at least one joint in each of the at least two frames, using the joint model to segment a gait cycle for the at least one joint, and comparing the gait cycle to a threshold value to detect abnormal gait.
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公开(公告)号：US20170243067A1
公开(公告)日：2017-08-24
申请号：US15049568
申请日：2016-02-22
Applicant: Xerox Corporation
Inventor： Orhan Bulan , Beilei Xu , Peter Paul
CPC classification number: G06K9/00771 , G06K9/00785 , G06K9/00832 , G06K9/00838 , G06K9/4609 , G06K9/627 , G06K2209/23 , G06T2207/30248 , G06T2207/30268
Abstract: Methods, systems, and processor-readable media for detecting the side window of a vehicle. A spatial probability map can be calculated, which includes data indicative of likely side window locations of a vehicle in an image. A side window detector can be run with respect to the image of the vehicle to determine detection scores. The detection scores can be weighted based on the spatial probability map. A detected region of interest can be extracted from the image as extracted image patch. An image classification can then be performed with respect to the extracted patch to provide a classification that indicates whether or not a passenger is in the vehicle or no-passenger is in the vehicle.
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公开(公告)号：US20170140253A1
公开(公告)日：2017-05-18
申请号：US15179403
申请日：2016-06-10
Applicant: Xerox Corporation
Inventor： Safwan Wshah , Beilei Xu , Orhan Bulan , Jayant Kumar , Peter Paul
CPC classification number: G06N3/08 , G06K9/00771 , G06K9/00785 , G06K9/4628 , G06K9/629 , G06K2209/23 , G06N3/0454
Abstract: A method and system for domain adaptation based on multi-layer fusion in a convolutional neural network architecture for feature extraction and a two-step training and fine-tuning scheme. The architecture concatenates features extracted at different depths of the network to form a fully connected layer before the classification step. First, the network is trained with a large set of images from a source domain as a feature extractor. Second, for each new domain (including the source domain), the classification step is fine-tuned with images collected from the corresponding site. The features from different depths are concatenated with and fine-tuned with weights adjusted for a specific task. The architecture is used for classifying high occupancy vehicle images.
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15.发明授权公开(公告)号：US09640084B2
公开(公告)日：2017-05-02
申请号：US14035375
申请日：2013-09-24
Applicant: Xerox Corporation
Inventor： Stuart Schweid , Beilei Xu , Michael P. Kehoe , Lee Anne Williams , Robert P. Loce
CPC classification number: G09B5/06 , G11B27/02 , G11B27/031 , G11B27/102
Abstract: A computer-based apparatus including a computer including a processor arranged to select a first video regarding a medical condition; create a second video including segments from the first video; transmit the second video for viewing by qualified medical personnel; receive input from the personnel; based on the input confirm accuracy of a first segment or modify a second segment or delete a third segment; create, from the second video, by at least including the first or second segment or deleting the third segment; transmit the third video for viewing by viewers; receive a respective response from each viewer identifying a respective fourth segment of the third video deemed relevant to the medical condition or enjoyable; create a fourth video including at least a portion of the respective fourth segments; and store the fourth video for inclusion in a video regarding the medical condition.
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Patent Agency Ranking
公开(公告)号：US09536152B2
公开(公告)日：2017-01-03
申请号：US13767658
申请日：2013-02-14
Applicant: XEROX CORPORATION
Inventor： Qun Li , Edgar A Bernal , Wencheng Wu , Beilei Xu , Robert P Loce , Raja Bala , Stuart A Schweid
IPC: G06K9/00
CPC classification number: G06K9/00771
Abstract: A system and method of providing annotated trajectories by receiving image frames from a video camera and determining a location based on the image frames from the video camera. The system and method can further include the steps of determining that the location is associated with a preexisting annotation and displaying the preexisting annotation. Additionally or alternatively, the system and method can further include the steps of generating a new annotation automatically or based on a user input and associating the new annotation with the current location.
Abstract translation: 一种通过从摄像机接收图像帧并基于来自摄像机的图像帧来确定位置来提供注释轨迹的系统和方法。 该系统和方法还可以包括以下步骤：确定位置与预先注释相关联并显示预先存在的注释。 附加地或替代地，系统和方法还可以包括以下步骤：自动地或基于用户输入生成新的注释并将新注释与当前位置相关联。
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17.发明授权System and method for seat occupancy detection from ceiling mounted camera using robust adaptive threshold criteria 有权使用稳健的自适应阈值标准，从吊顶摄像头进行座椅占用检测的系统和方法公开(公告)号：US09378421B2
公开(公告)日：2016-06-28
申请号：US14673943
申请日：2015-03-31
Applicant: Xerox Corporation
Inventor： Robert P. Loce , Waqas Sultani , Hao Wu , Beilei Xu
CPC classification number: G06K9/00624 , G06K9/00342 , G06K9/00771 , G06K9/00838 , G06K9/3233 , G06K9/46 , G06K9/4642 , G06K9/4652 , G06K9/52 , G06K9/6212 , G06K9/6215 , G06K9/6267 , G06K2009/4666
Abstract: A method for detecting sitting behavior includes acquiring a sequence of frames capturing a scene-of-interest at an overhead view. The method includes detecting at least one empty seat within the scene-of-interest and associating the seat as being unoccupied and the frame as a reference frame. The method includes extracting reference features describing a region of the unoccupied seat in the reference frame and quantifying the reference features to form a reference feature vector. The method includes extracting features describing the region in a given frame and quantifying the features to form a current feature vector. The method includes measuring a change in a feature vector over time using the reference feature vector and the current feature vector. The method includes and determining a status of the seat in the given frame as being one of occupied and unoccupied based on the change in the feature vector.
Abstract translation: 用于检测坐姿行为的方法包括获取在俯视图处拍摄感兴趣场景的帧序列。 所述方法包括：检测所述兴趣场景内的至少一个空座位，并将所述座椅未被占用并将所述框架作为参考框架。 该方法包括提取描述参考帧中的空闲座位的区域的参考特征并量化参考特征以形成参考特征向量。 该方法包括提取描述给定帧中的区域的特征并量化特征以形成当前特征向量。 该方法包括使用参考特征向量和当前特征向量来测量特征向量随时间的变化。 该方法包括并且基于特征向量的改变将给定帧中的座席的状态确定为被占用和未占用之一。
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18.发明申请公开(公告)号：US20150286884A1
公开(公告)日：2015-10-08
申请号：US14245212
申请日：2014-04-04
Applicant: Xerox Corporation
Inventor： Beilei Xu , Robert P. Loce , Thomas F. Wade , Peter Paul
CPC classification number: G06K9/00845 , G06K9/4676 , G06K9/6234
Abstract: A system and method for detecting electronic device use by a driver of a vehicle including acquiring an image including a vehicle from an associated image capture device positioned to view oncoming traffic, locating a windshield region of the vehicle in the captured image, processing pixels of the windshield region of the image for computing a feature vector describing the windshield region of the vehicle, applying the feature vector to a classifier for classifying the image into respective classes including at least classes for candidate electronic device use and candidate electronic device non-use, and outputting the classification.
Abstract translation: 一种用于检测车辆驾驶员的电子设备使用的系统和方法，包括从相关联的图像捕获装置获取包括车辆的图像，定位成查看迎面而来的交通，将所述车辆的挡风玻璃区域定位在所捕获的图像中，处理所述车辆的像素 用于计算描述车辆挡风玻璃区域的特征矢量的图像的挡风玻璃区域，将特征矢量应用于分类器，用于将图像分类为至少包括用于候选电子设备使用的类别和候选电子设备不使用的相应等级，以及 输出分类。
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19.发明授权公开(公告)号：US09070218B2
公开(公告)日：2015-06-30
申请号：US13932791
申请日：2013-07-01
Applicant: Xerox Corporation
Inventor： Edgar A. Bernal , Beilei Xu , Lalit Keshav Mestha
CPC classification number: G06T11/006 , G06T1/0007 , G06T7/11 , G06T2207/10004 , G06T2207/20052 , H04N5/225
Abstract: A method for reconstructing an image of a scene captured using a compressed sensing device. A mask is received which identifies at least one region of interest in an image of a scene. Measurements are then obtained of the scene using a compressed sensing device comprising, at least in part, a spatial light modulator configuring a plurality of spatial patterns according to a set of basis functions each having a different spatial resolution. A spatial resolution is adaptively modified according to the mask. Each pattern focuses incoming light of the scene onto a detector which samples sequential measurements of light. These measurements comprise a sequence of projection coefficients corresponding to the scene. Thereafter, an appearance of the scene is reconstructed utilizing a compressed sensing framework which reconstructs the image from the sequence of projection coefficients.
Abstract translation: 一种用于重构使用压缩感测装置拍摄的场景的图像的方法。 接收到掩模，其识别场景的图像中的至少一个感兴趣区域。 然后使用压缩感测装置获得场景的测量，所述压缩感测装置至少部分地包括根据每个具有不同空间分辨率的基础函数的集合来配置多个空间模式的空间光调制器。 根据掩模自适应地修改空间分辨率。 每个模式将场景的入射光聚焦到对光进行顺序测量的检测器上。 这些测量包括对应于场景的一系列投影系数。 此后，利用从投影系数序列重建图像的压缩感测框架来重建场景的外观。
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公开(公告)号：US20140226852A1
公开(公告)日：2014-08-14
申请号：US13767658
申请日：2013-02-14
Applicant: XEROX CORPORATION
Inventor： Qun Li , Edgar A. Bernal , Wencheng Wu , Beilei Xu , Robert P. Loce , Raja Bala , Stuart A. Schweid
IPC: G06K9/32
CPC classification number: G06K9/00771
Abstract: A system and method of providing annotated trajectories by receiving image frames from a video camera and determining a location based on the image frames from the video camera. The system and method can further include the steps of determining that the location is associated with a preexisting annotation and displaying the preexisting annotation. Additionally or alternatively, the system and method can further include the steps of generating a new annotation automatically or based on a user input and associating the new annotation with the current location.
Abstract translation: 一种通过从摄像机接收图像帧并基于来自摄像机的图像帧来确定位置来提供注释轨迹的系统和方法。 该系统和方法还可以包括以下步骤：确定位置与预先注释相关联并显示预先存在的注释。 附加地或替代地，系统和方法还可以包括以下步骤：自动地或基于用户输入生成新的注释并将新注释与当前位置相关联。
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