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1. 发明授权

US09031357B2 Recovering dis-occluded areas using temporal information integration 有权
标题翻译：使用时间信息集成恢复被遮挡的区域
公开(公告)号：US09031357B2
公开(公告)日：2015-05-12
申请号：US13463934
申请日：2012-05-04
申请人： Philip Andrew Chou , Cha Zhang , Zhengyou Zhang , Shujie Liu
发明人： Philip Andrew Chou , Cha Zhang , Zhengyou Zhang , Shujie Liu
IPC分类号： G06K9/32 , G06T7/00
CPC分类号： G06K9/32 , G06T7/593
摘要： A temporal information integration dis-occlusion system and method for using historical data to reconstruct a virtual view containing an occluded area. Embodiments of the system and method use temporal information of the scene captured previously to obtain a total history. This total history is warped onto information captured by a camera at a current time in order to help reconstruct the dis-occluded areas. The historical data (or frames) from the total history match only a portion of the frames contained in the captured information. This warping yields warped history information. Warping is performed by using one of two embodiments to match points in an estimation of the current information to points in the captured information. Next, regions of current information are split using a classifier. The warped history information and the captured information then are merged to obtain an estimate for the current information and the reconstructed virtual view.
摘要翻译：一种用于使用历史数据重建包含遮挡区域的虚拟视图的时间信息整合遮挡系统和方法。系统和方法的实施例使用先前捕获的场景的时间信息来获得总历史。这个总历史在当前时间由相机拍摄的信息扭曲，以帮助重建被遮挡的区域。来自总历史记录的历史数据（或帧）仅匹配捕获信息中包含的帧的一部分。这种扭曲产生扭曲的历史信息。通过使用两个实施例中的一个实现扭曲，以将当前信息的估计中的点与捕获的信息中的点进行匹配。接下来，使用分类器分割当前信息的区域。然后将翘曲的历史信息和捕获的信息合并，以获得当前信息和重建的虚拟视图的估计。

2. 发明申请

US20130294710A1 RECOVERING DIS-OCCLUDED AREAS USING TEMPORAL INFORMATION INTEGRATION 有权
标题翻译：使用时间信息整合恢复分散区域
公开(公告)号：US20130294710A1
公开(公告)日：2013-11-07
申请号：US13463934
申请日：2012-05-04
申请人： Philip Andrew Chou , Cha Zhang , Zhengyou Zhang , Shujie Liu
发明人： Philip Andrew Chou , Cha Zhang , Zhengyou Zhang , Shujie Liu
IPC分类号： G06K9/32
CPC分类号： G06K9/32 , G06T7/593
摘要： A temporal information integration dis-occlusion system and method for using historical data to reconstruct a virtual view containing an occluded area. Embodiments of the system and method use temporal information of the scene captured previously to obtain a total history. This total history is warped onto information captured by a camera at a current time in order to help reconstruct the dis-occluded areas. The historical data (or frames) from the total history match only a portion of the frames contained in the captured information. This warping yields warped history information. Warping is performed by using one of two embodiments to match points in an estimation of the current information to points in the captured information. Next, regions of current information are split using a classifier. The warped history information and the captured information then are merged to obtain an estimate for the current information and the reconstructed virtual view.
摘要翻译：一种用于使用历史数据重建包含遮挡区域的虚拟视图的时间信息整合遮挡系统和方法。系统和方法的实施例使用先前捕获的场景的时间信息来获得总历史。这个总历史在当前时间由相机拍摄的信息扭曲，以帮助重建被遮挡的区域。来自总历史记录的历史数据（或帧）仅匹配捕获信息中包含的帧的一部分。这种扭曲产生扭曲的历史信息。通过使用两个实施例中的一个实现扭曲，以将当前信息的估计中的点与捕获的信息中的点进行匹配。接下来，使用分类器分割当前信息的区域。然后将翘曲的历史信息和捕获的信息合并，以获得当前信息和重建的虚拟视图的估计。

3. 发明授权

US08401979B2 Multiple category learning for training classifiers 有权
标题翻译：训练分类器的多类学习
公开(公告)号：US08401979B2
公开(公告)日：2013-03-19
申请号：US12618799
申请日：2009-11-16
申请人： Cha Zhang , Zhengyou Zhang
发明人： Cha Zhang , Zhengyou Zhang
IPC分类号： G06F15/18
CPC分类号： G06N99/005
摘要： Described is multiple category learning to jointly train a plurality of classifiers in an iterative manner. Each training iteration associates an adaptive label with each training example, in which during the iterations, the adaptive label of any example is able to be changed by the subsequent reclassification. In this manner, any mislabeled training example is corrected by the classifiers during training. The training may use a probabilistic multiple category boosting algorithm that maintains probability data provided by the classifiers, or a winner-take-all multiple category boosting algorithm selects the adaptive label based upon the highest probability classification. The multiple category boosting training system may be coupled to a multiple instance learning mechanism to obtain the training examples. The trained classifiers may be used as weak classifiers that provide a label used to select a deep classifier for further classification, e.g., to provide a multi-view object detector.
摘要翻译：描述了多类学习，以迭代的方式联合训练多个分类器。每个训练迭代将自适应标签与每个训练示例相关联，其中在迭代期间，任何示例的自适应标签能够由随后的重新分类改变。以这种方式，任何错误标记的训练示例在训练期间由分类器校正。训练可以使用维护由分类器提供的概率数据的概率多类别提升算法，或者获胜者全部多类别增强算法基于最高概率分类来选择自适应标签。多类别增强训练系统可以耦合到多实例学习机制以获得训练示例。经训练的分类器可以用作弱分类器，其提供用于选择用于进一步分类的深分类器的标签，例如提供多视图对象检测器。

4. 发明申请

US20130010079A1 CALIBRATION BETWEEN DEPTH AND COLOR SENSORS FOR DEPTH CAMERAS 有权
标题翻译：深度摄影机的深度和颜色传感器之间的校准
公开(公告)号：US20130010079A1
公开(公告)日：2013-01-10
申请号：US13178494
申请日：2011-07-08
申请人： Cha Zhang , Zhengyou Zhang
发明人： Cha Zhang , Zhengyou Zhang
IPC分类号： H04N13/02
CPC分类号： H04N13/246 , G06T7/85 , H04N13/20 , H04N13/207 , H04N13/25 , H04N13/257 , H04N13/271
摘要： A system described herein includes a receiver component that receives a first digital image from a color camera, wherein the first digital image comprises a planar object, and a second digital image from a depth sensor, wherein the second digital image comprises the planar object. The system also includes a calibrator component that jointly calibrates the color camera and the depth sensor based at least in part upon the first digital image and the second digital image.
摘要翻译：本文描述的系统包括从彩色摄像机接收第一数字图像的接收器组件，其中第一数字图像包括平面物体和来自深度传感器的第二数字图像，其中第二数字图像包括平面物体。该系统还包括校准器组件，其至少部分地基于第一数字图像和第二数字图像来共同校准彩色摄像机和深度传感器。

5. 发明申请

US20100289904A1 VIDEO CAPTURE DEVICE PROVIDING MULTIPLE RESOLUTION VIDEO FEEDS 审中-公开
标题翻译：提供多种分辨率视频馈送的视频捕获设备
公开(公告)号：US20100289904A1
公开(公告)日：2010-11-18
申请号：US12466494
申请日：2009-05-15
申请人： Cha Zhang , Zhengyou Zhang , Zicheng Liu , Wanghong Yuan , Christian Huitema
发明人： Cha Zhang , Zhengyou Zhang , Zicheng Liu , Wanghong Yuan , Christian Huitema
IPC分类号： H04N7/08 , H04N7/24 , H04N5/225
CPC分类号： H04N7/147 , H04N7/148
摘要： Systems are disclosed that provide improved transfer speed of video data from a video capture device to a computing device using multiple video feeds respectively comprising different resolutions. A high-resolution image sensor is used to convert light images into a high-resolution video data stream. A down sampler converts the high-resolution video data stream to a low-resolution video data stream, so that both a low-resolution data stream and a high-resolution data stream are available. While the low resolution-data stream can be sent to the computing device, a digital signal processor (DSP) processes the high-resolution video data stream in accordance with an input control signal that is comprised of desired high-resolution video stream parameters derived from the low-resolution video data stream.
摘要翻译：公开了使用分别包括不同分辨率的多个视频进给提供视频数据从视频采集设备到计算设备的改进传送速度的系统。高分辨率图像传感器用于将光图像转换成高分辨率视频数据流。下采样器将高分辨率视频数据流转换为低分辨率视频数据流，使得低分辨率数据流和高分辨率数据流都可用。尽管低分辨率数据流可被发送到计算设备，但数字信号处理器（DSP）根据输入控制信号处理高分辨率视频数据流，该输入控制信号包括从低分辨率视频数据流。

6. 发明申请

US20090251594A1 VIDEO RETARGETING 有权
标题翻译：视频返回
公开(公告)号：US20090251594A1
公开(公告)日：2009-10-08
申请号：US12060890
申请日：2008-04-02
申请人： Gang Hua , Cha Zhang , Zhengyou Zhang , Zicheng Liu , Ying Shan
发明人： Gang Hua , Cha Zhang , Zhengyou Zhang , Zicheng Liu , Ying Shan
IPC分类号： H04N7/01
CPC分类号： G06T11/00 , H04N1/3875 , H04N7/0122 , H04N21/2662
摘要： Videos are retargeted to a target display for viewing with little to no geometric distortion or video information loss. Salient regions of video frames may be determined using scale-space spatiotemporal information. Video information loss may be a result of spatial loss, due to cropping, and resolution loss, due to resizing. A desired cropping window may be determined using a coarse-to-fine searching strategy. Video frames may be cropped with a window that matches an aspect ratio of the target display, and resized isotropically to match a size of the target display.
摘要翻译：视频被重定向到目标显示器，用于观看几乎没有几何失真或视频信息丢失。可以使用尺度空间时空信息来确定视频帧的显着区域。视频信息丢失可能是由于调整大小而导致的空间损失，由于裁剪和分辨率损失造成的。可以使用粗略到精细的搜索策略来确定期望的裁剪窗口。可以用与目标显示器的纵横比匹配的窗口裁剪视频帧，并且各向同性地调整大小以匹配目标显示器的大小。

7. 发明授权

US09536046B2 Automated acquisition of facial images 有权
标题翻译：自动采集面部图像
公开(公告)号：US09536046B2
公开(公告)日：2017-01-03
申请号：US12685686
申请日：2010-01-12
申请人： Michael Gillam , John Christopher Gillotte , Craig Frederick Feied , Jonathan Alan Handler , Renato Reder Cazangi , Rajesh Kutpadi Hegde , Zhengyou Zhang , Cha Zhang
发明人： Michael Gillam , John Christopher Gillotte , Craig Frederick Feied , Jonathan Alan Handler , Renato Reder Cazangi , Rajesh Kutpadi Hegde , Zhengyou Zhang , Cha Zhang
IPC分类号： G06K9/00 , G06K15/02 , G06F19/00 , G07C9/00
CPC分类号： G06F19/322 , G06F19/00 , G07C9/00079 , G07C9/00103 , G16H10/60
摘要： Described is a technology by which medical patient facial images are acquired and maintained for associating with a patient's records and/or other items. A video camera may provide video frames, such as captured when a patient is being admitted to a hospital. Face detection may be employed to clip the facial part from the frame. Multiple images of a patient's face may be displayed on a user interface to allow selection of a representative image. Also described is obtaining the patient images by processing electronic documents (e.g., patient records) to look for a face pictured therein.
摘要翻译：描述了获取和维护医疗患者面部图像以与患者的记录和/或其他项目相关联的技术。视频摄像机可以提供视频帧，例如当病人进入医院时被捕获的视频帧。可以采用脸部检测来将脸部部分从框架夹紧。可以在用户界面上显示患者脸部的多个图像，以允许选择代表性图像。还描述了通过处理电子文档（例如病人记录）来寻找其中所描绘的脸部来获得患者图像。

8. 发明授权

US09240056B2 Video retargeting 有权
标题翻译：视频重新定位
公开(公告)号：US09240056B2
公开(公告)日：2016-01-19
申请号：US12060890
申请日：2008-04-02
申请人： Gang Hua , Cha Zhang , Zhengyou Zhang , Zicheng Liu , Ying Shan
发明人： Gang Hua , Cha Zhang , Zhengyou Zhang , Zicheng Liu , Ying Shan
IPC分类号： H04N7/01 , H04N11/20 , G06K9/20 , G06T11/00 , H04N1/387 , H04N21/2662
CPC分类号： G06T11/00 , H04N1/3875 , H04N7/0122 , H04N21/2662
摘要： Videos are retargeted to a target display for viewing with little to no geometric distortion or video information loss. Salient regions of video frames may be determined using scale-space spatiotemporal information. Video information loss may be a result of spatial loss, due to cropping, and resolution loss, due to resizing. A desired cropping window may be determined using a coarse-to-fine searching strategy. Video frames may be cropped with a window that matches an aspect ratio of the target display, and resized isotropically to match a size of the target display.
摘要翻译：视频被重定向到目标显示器，用于观看几乎没有几何失真或视频信息丢失。可以使用尺度空间时空信息来确定视频帧的显着区域。视频信息丢失可能是由于调整大小而导致的空间损失，由于裁剪和分辨率损失造成的。可以使用粗略到精细的搜索策略来确定期望的裁剪窗口。可以用与目标显示器的纵横比匹配的窗口裁剪视频帧，并且各向同性地调整大小以匹配目标显示器的大小。

9. 发明申请

US20120281059A1 Immersive Remote Conferencing 有权
标题翻译：沉浸式远程会议
公开(公告)号：US20120281059A1
公开(公告)日：2012-11-08
申请号：US13100504
申请日：2011-05-04
申请人： Philip A. Chou , Zhengyou Zhang , Cha Zhang , Dinei A. Florencio , Zicheng Liu , Rajesh K. Hegde , Nirupama Chandrasekaran
发明人： Philip A. Chou , Zhengyou Zhang , Cha Zhang , Dinei A. Florencio , Zicheng Liu , Rajesh K. Hegde , Nirupama Chandrasekaran
IPC分类号： H04N7/15
CPC分类号： H04L12/1827 , H04N7/147 , H04N7/157
摘要： The subject disclosure is directed towards an immersive conference, in which participants in separate locations are brought together into a common virtual environment (scene), such that they appear to each other to be in a common space, with geometry, appearance, and real-time natural interaction (e.g., gestures) preserved. In one aspect, depth data and video data are processed to place remote participants in the common scene from the first person point of view of a local participant. Sound data may be spatially controlled, and parallax computed to provide a realistic experience. The scene may be augmented with various data, videos and other effects/animations.
摘要翻译：本发明涉及一种身临其境的会议，其中分开的位置的参与者被聚集到一个共同的虚拟环境（场景）中，使得它们彼此看起来处于共同的空间中，具有几何，外观和实时性，保留时间自然的相互作用（如手势）。在一个方面，深度数据和视频数据被处理以将远程参与者从本地参与者的第一人的角度放置在公共场景中。声音数据可以是空间控制的，并且计算视差以提供真实的体验。场景可能会增加各种数据，视频和其他效果/动画。

10. 发明授权

US08175382B2 Learning image enhancement 有权
标题翻译：学习图像增强
公开(公告)号：US08175382B2
公开(公告)日：2012-05-08
申请号：US11801620
申请日：2007-05-10
申请人： Zicheng Liu , Cha Zhang , Zhengyou Zhang
发明人： Zicheng Liu , Cha Zhang , Zhengyou Zhang
IPC分类号： G06K9/00
CPC分类号： G06K9/00234 , H04N1/62 , H04N1/628
摘要： Image enhancement techniques are described to enhance an image in accordance with a set of training images. In an implementation, an image color tone map is generated for a facial region included in an image. The image color tone map may be normalized to a color tone map for a set of training images so that the image color tone map matches the map for the training images. The normalized color tone map may be applied to the image to enhance the in-question image. In further implementations, the procedure may be updated when the average color intensity in non-facial regions differs from an accumulated mean by a threshold amount.
摘要翻译：描述图像增强技术以根据一组训练图像来增强图像。在实现中，为包括在图像中的面部区域生成图像色调映射。图像色调图可以被归一化为用于一组训练图像的色调图，使得图像色调图匹配训练图像的图。归一化色调图可以应用于图像以增强问题图像。在进一步的实施中，当非面部区域中的平均颜色强度与积累的平均值不同阈值量时，可以更新该过程。

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