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11.发明申请公开(公告)号：US20160094827A1
公开(公告)日：2016-03-31
申请号：US14498255
申请日：2014-09-26
Applicant: Xerox Corporation
Inventor： Qun Li , Edgar A. Bernal
CPC classification number: H04N13/106 , H04N5/23245 , H04N5/332 , H04N13/204 , H04N13/296
Abstract: Methods and systems obtain data representative of a scene across spectral bands using a compressive-sensing-based hyperspectral imaging system comprising optical elements. These methods and systems sample two modes of a three-dimensional tensor corresponding to a hyperspectral representation of the scene using sampling matrices, one for each of the two modes, to generate a modified three-dimensional tensor. After sampling the two modes, such methods and systems sample a third mode of the modified three-dimensional tensor using a third sampling matrix to generate a further modified three-dimensional tensor. Then, the methods and systems reconstruct hyperspectral data from the further modified three-dimensional tensor using the sampling matrices and the third sampling matrix.
Abstract translation: 方法和系统使用包含光学元件的基于压缩感测的高光谱成像系统获得表示跨频谱带的场景的数据。 这些方法和系统采用对应于场景的高光谱表示的三维张量的两种模式，使用采样矩阵，一种用于两种模式中的每一种，以生成修改的三维张量。 在对两种模式进行采样之后，这种方法和系统使用第三采样矩阵对修改的三维张量的第三模式进行采样，以产生进一步修改的三维张量。 然后，方法和系统使用采样矩阵和第三采样矩阵，从进一步修正的三维张量重构高光谱数据。
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12.发明申请SYSTEMS AND METHODS FOR COMPUTER VISION BACKGROUND ESTIMATION USING FOREGROUND-AWARE STATISTICAL MODELS 有权用于计算机视觉的系统和方法使用前兆统计模型的背景估计公开(公告)号：US20150310297A1
公开(公告)日：2015-10-29
申请号：US14262360
申请日：2014-04-25
Applicant: Xerox Corporation
Inventor： Qun Li , Edgar A. Bernal , Robert P. Loce
CPC classification number: G06T7/194 , G06K9/00785 , G06K9/342 , G06K9/4652 , G06T7/11 , G06T7/174 , G06T2207/10016 , G06T2207/20112 , G06T2207/30232 , G06T2207/30236
Abstract: Systems and methods are disclosed for background modeling in a computer vision system for enabling foreground object detection. A video acquisition model receives video data from a sequence of frames. A fit test module identifies a foreground object from the video data and defines a foreground mask representative of the identified foreground object. A foreground-aware background estimation module defines a first background model from the video data and then further defines an updated background model from an association of a current frame of the video data, the first background model and the foreground mask.
Abstract translation: 公开了用于计算机视觉系统中背景建模的系统和方法，以实现前景对象检测。 视频采集模型从一系列帧接收视频数据。 拟合测试模块从视频数据识别前景对象，并定义表示所识别的前景对象的前景掩码。 前景感知背景估计模块从视频数据定义第一背景模型，然后从视频数据的当前帧，第一背景模型和前景掩码的关联中进一步定义更新的背景模型。
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13.发明申请STATIC OCCLUSION HANDLING USING DIRECTIONAL PIXEL REPLICATION IN REGULARIZED MOTION ENVIRONMENTS 有权在定期运动环境中使用方向像素再现的静态处理公开(公告)号：US20150310273A1
公开(公告)日：2015-10-29
申请号：US14262276
申请日：2014-04-25
Applicant: Xerox Corporation
Inventor： Matthew Adam Shreve , Qun Li , Edgar A. Bernal , Robert P. Loce
CPC classification number: G06K9/00624 , G06K9/46 , G06K9/52 , G06K2009/4666 , G06T5/005 , G06T5/50 , G06T7/20 , G06T7/246 , G06T2207/10016 , G06T2207/30236 , G06T2207/30241
Abstract: This disclosure provides a static occlusion handling method and system for use with appearance-based video tracking algorithms where static occlusions are present. The method and system assumes that the objects to be tracked move in according to structured motion patterns within a scene, such as vehicles moving along a roadway. A primary concept is to replicate pixels associated with the tracked object from previous frames to current or future frames when the tracked object coincides with a static occlusion, where the predicted motion of the tracked object is a basis for replication of the pixels.
Abstract translation: 本公开提供了一种静态遮挡处理方法和系统，用于与存在静态遮挡的基于外观的视频跟踪算法。 方法和系统假设要跟踪的对象根据场景内的结构化运动模式移动，例如沿着道路行驶的车辆。 主要概念是当被跟踪的对象与静态遮挡一致时，将跟踪对象与先前帧相关联的像素复制到当前或将来的帧，其中跟踪对象的预测运动是像素复制的基础。
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公开(公告)号：US20150248590A1
公开(公告)日：2015-09-03
申请号：US14195036
申请日：2014-03-03
Applicant: Xerox Corporation
Inventor： Qun Li , Edgar A. Bernal , Aaron Michael Burry , Peter Paul , Robert P. Loce
CPC classification number: G06T7/194 , G06K9/00785 , G06K9/342 , G06K9/4652 , G06T7/11 , G06T7/174 , G06T2207/10016 , G06T2207/20112 , G06T2207/30232 , G06T2207/30236
Abstract: A method for processing an image of a scene of interest includes receiving an original target image of a scene of interest at an image processing device from an image source device, the original target image exhibiting shadowing effects associated with the scene of interest when the original target image was captured, the original target image comprising a plurality of elements and representing an instantaneous state for the scene of interest, pre-processing the original target image using a modification identification algorithm to identify elements of the original target image to be modified, and generating a copy mask with a mask region representing the elements to be modified and a non-mask region representing other elements of the original target image. An image processing device for processing an image of a scene of interest and a non-transitory computer-readable medium are also provided.
Abstract translation: 用于处理感兴趣场景的图像的方法包括：从图像源装置在图像处理装置处接收感兴趣场景的原始目标图像，原始目标图像在原始目标时显示与感兴趣场景相关联的阴影效果 拍摄图像，原始目标图像包括多个元素并表示感兴趣场景的瞬时状态，使用修改识别算法对原始目标图像进行预处理，以识别要修改的原始目标图像的元素，并且生成 具有表示要修改的元素的掩模区域的复制掩模和表示原始目标图像的其他元素的非掩模区域。 还提供了一种用于处理感兴趣场景的图像和非暂时性计算机可读介质的图像处理装置。
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15.发明申请公开(公告)号：US20180217223A1
公开(公告)日：2018-08-02
申请号：US15933601
申请日：2018-03-23
Applicant: Xerox Corporation
Inventor： Jayant Kumar , Qun Li , Edgar A. Bernal , Raja Bala
CPC classification number: G01S3/7864 , G06K9/00771 , G06K2009/3291 , G06T7/20
Abstract: A mobile electronic device processes a sequence of images to identify and re-identify an object of interest in the sequence. An image sensor of the device, receives a sequence of images. The device detects an object in a first image as well as positional parameters of the device that correspond to the object in the first image. The device determines a range of positional parameters within which the object may appear in a field of view of the device. When the device detects that the object of interest exited the field of view it subsequently uses motion sensor data to determine that the object of interest has likely re-entered the field of view, it will analyze the current frame to confirm that the object of interest has re-entered the field of view.
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Patent Agency Ranking
16.发明申请HIGH-RESOLUTION IMAGING DEVICES USING LOW-RESOLUTION SENSORS AND COMPRESSIVE SENSING EXPLOITING JOINT SPARSITY 有权使用低分辨率传感器的高分辨率成像装置和压缩感测开发接头空间公开(公告)号：US20160173771A1
公开(公告)日：2016-06-16
申请号：US14566835
申请日：2014-12-11
Applicant: Xerox Corporation
Inventor： Edgar A. Bernal , Xuejin Wen , Qun Li , Raja Bala
IPC: H04N5/232
CPC classification number: H04N5/23232 , H04N5/2254 , H04N5/2259
Abstract: A method and system for reconstructing an image of a scene comprises configuring a digital light modulator according to a spatially varying pattern. Light energy associated with the scene and incident on the spatially varying pattern is collected and optically focused on the photodetectors. Data indicative of the intensity of the focused light energy from each of said at least two photodetectors is collected. Data from the photodetectors is then combined to reconstruct an image of the scene.
Abstract translation: 用于重建场景的图像的方法和系统包括根据空间变化的图案配置数字光调制器。 收集与场景相关的光能和空间变化图案上的入射光，并光学地聚焦在光电探测器上。 收集指示来自所述至少两个光电检测器中的每一个的聚焦光能的强度的数据。 然后将来自光电检测器的数据组合以重建场景的图像。
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公开(公告)号：US20150310274A1
公开(公告)日：2015-10-29
申请号：US14262456
申请日：2014-04-25
Applicant: Xerox Corporation
Inventor： Matthew Adam Shreve , Edgar A. Bernal , Qun Li , Robert P. Loce
CPC classification number: G06K9/00624 , G06K9/46 , G06K9/52 , G06K2009/4666 , G06T7/20 , G06T7/77 , G06T2207/10016 , G06T2207/30236
Abstract: This disclosure provides a method and system to locate/detect static occlusions associated with an image captured scene including a tracked object. According to an exemplary method, static occlusions are automatically located by monitoring the motion of single or multiple objects in a scene over time and with the use of an associated accumulator array.
Abstract translation: 本公开提供了一种定位/检测与包括跟踪对象的图像捕获场景相关联的静态遮挡的方法和系统。 根据示例性方法，通过随时间监视场景中的单个或多个对象的运动以及使用相关联的累加器阵列来自动定位静态遮挡。
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公开(公告)号：US09158985B2
公开(公告)日：2015-10-13
申请号：US14195036
申请日：2014-03-03
Applicant: Xerox Corporation
Inventor： Qun Li , Edgar A. Bernal , Aaron Michael Burry , Peter Paul , Robert P. Loce
CPC classification number: G06T7/194 , G06K9/00785 , G06K9/342 , G06K9/4652 , G06T7/11 , G06T7/174 , G06T2207/10016 , G06T2207/20112 , G06T2207/30232 , G06T2207/30236
Abstract: A method for processing an image of a scene of interest includes receiving an original target image of a scene of interest at an image processing device from an image source device, the original target image exhibiting shadowing effects associated with the scene of interest when the original target image was captured, the original target image comprising a plurality of elements and representing an instantaneous state for the scene of interest, pre-processing the original target image using a modification identification algorithm to identify elements of the original target image to be modified, and generating a copy mask with a mask region representing the elements to be modified and a non-mask region representing other elements of the original target image. An image processing device for processing an image of a scene of interest and a non-transitory computer-readable medium are also provided.
Abstract translation: 用于处理感兴趣场景的图像的方法包括：从图像源装置在图像处理装置处接收感兴趣场景的原始目标图像，原始目标图像在原始目标时显示与感兴趣场景相关联的阴影效果 拍摄图像，原始目标图像包括多个元素并表示感兴趣场景的瞬时状态，使用修改识别算法对原始目标图像进行预处理，以识别要修改的原始目标图像的元素，并且生成 具有表示要修改的元素的掩模区域的复制掩模和表示原始目标图像的其他元素的非掩模区域。 还提供了一种用于处理感兴趣场景的图像和非暂时性计算机可读介质的图像处理装置。
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公开(公告)号：US10042031B2
公开(公告)日：2018-08-07
申请号：US14619602
申请日：2015-02-11
Applicant: Xerox Corporation
Inventor： Jayant Kumar , Qun Li , Edgar A. Bernal , Raja Bala
Abstract: A mobile electronic device processes a sequence of images to identify and re-identify an object of interest in the sequence. An image sensor of the device, receives a sequence of images. The device detects an object in a first image as well as positional parameters of the device that correspond to the object in the first image. The device determines a range of positional parameters within which the object may appear in a field of view of the device. When the device detects that the object of interest exited the field of view it subsequently uses motion sensor data to determine that the object of interest has likely re-entered the field of view, it will analyze the current frame to confirm that the object of interest has re-entered the field of view.
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公开(公告)号：US09615022B2
公开(公告)日：2017-04-04
申请号：US14566835
申请日：2014-12-11
Applicant: Xerox Corporation
Inventor： Edgar A. Bernal , Xuejin Wen , Qun Li , Raja Bala
CPC classification number: H04N5/23232 , H04N5/2254 , H04N5/2259
Abstract: A method and system for reconstructing an image of a scene comprises configuring a digital light modulator according to a spatially varying pattern. Light energy associated with the scene and incident on the spatially varying pattern is collected and optically focused on the photodetectors. Data indicative of the intensity of the focused light energy from each of said at least two photodetectors is collected. Data from the photodetectors is then combined to reconstruct an image of the scene.
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