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    • 2. 发明授权
    • Dynamic intra-coded macroblock refresh interval for video error concealment
    • 用于视频错误隐藏的动态帧内编码宏块刷新间隔
    • US07020203B1
    • 2006-03-28
    • US10328513
    • 2002-12-23
    • Michael HorowitzRick Flott
    • Michael HorowitzRick Flott
    • H04N7/12
    • H04N19/895H04N19/107H04N19/164H04N19/166H04N19/172H04N19/176H04N19/46H04N19/61H04N19/65H04N19/89
    • The present invention provides, in one embodiment, a system and method for concealing video errors. The system includes a coding engine for processing each frame of a video signal to generate macroblocks, selecting a refresh interval based upon network communication parameters, and encoding one or more of the macroblocks as refresh intra-coded macroblocks based upon the selected refresh interval. The refresh intra-coded macroblocks are placed into discrete data packets for transmission across a network to one or more remote devices. Upon receiving other refresh intra-coded macroblocks from a remote device via the network, the coding engine decodes the received intra-coded macroblocks, and places the decoded macroblocks in a newly decoded video frame to be used as reference frame macroblocks for reducing video errors associated with prediction drift.
    • 本发明在一个实施例中提供了一种用于隐藏视频错误的系统和方法。 该系统包括用于处理视频信号的每一帧以产生宏块的编码引擎,基于网络通信参数选择刷新间隔,并且基于所选择的刷新间隔将一个或多个宏块编码为刷新帧内编码宏块。 刷新帧内编码宏块被放置在离散数据分组中,用于经由网络传输到一个或多个远程设备。 在经由网络从远程设备接收到其它刷新帧内编码宏块时,编码引擎解码所接收的帧内编码宏块,并将解码的宏块置于新解码的视频帧中,以用作参考帧宏块,以减少相关的视频错误 具有预测漂移。
    • 3. 发明申请
    • DYNAMIC INTRA-CODED MACROBLOCK REFRESH INTERVAL FOR VIDEO ERROR CONCEALMENT
    • 视频错误隐藏的动态内部编码的MACROBLOCK刷新间隔
    • US20060056519A1
    • 2006-03-16
    • US10328513
    • 2002-12-23
    • Michael HorowitzRick Flott
    • Michael HorowitzRick Flott
    • H04B1/66H04N7/12H04N11/04H04N11/02
    • H04N19/895H04N19/107H04N19/164H04N19/166H04N19/172H04N19/176H04N19/46H04N19/61H04N19/65H04N19/89
    • The present invention provides, in one embodiment, a system and method for concealing video errors. The system includes a coding engine for processing each frame of a video signal to generate macroblocks, selecting a refresh interval based upon network communication parameters, and encoding one or more of the macroblocks as refresh intra-coded macroblocks based upon the selected refresh interval. The refresh intra-coded macroblocks are placed into discrete data packets for transmission across a network to one or more remote devices. Upon receiving other refresh intra-coded macroblocks from a remote device via the network, the coding engine decodes the received intra-coded macroblocks, and places the decoded macroblocks in a newly decoded video frame to be used as reference frame macroblocks for reducing video errors associated with prediction drift.
    • 本发明在一个实施例中提供了一种用于隐藏视频错误的系统和方法。 该系统包括用于处理视频信号的每一帧以产生宏块的编码引擎,基于网络通信参数选择刷新间隔,并且基于所选择的刷新间隔将一个或多个宏块编码为刷新帧内编码宏块。 刷新帧内编码宏块被放置在离散数据分组中,用于经由网络传输到一个或多个远程设备。 在经由网络从远程设备接收到其它刷新帧内编码宏块时,编码引擎解码所接收的帧内编码宏块,并将解码的宏块置于新解码的视频帧中,以用作参考帧宏块,用于减少相关的视频错误 具有预测漂移。
    • 4. 发明授权
    • System and method for video error concealment
    • 视频错误隐藏的系统和方法
    • US07239662B2
    • 2007-07-03
    • US10226504
    • 2002-08-23
    • Michael HorowitzRick Flott
    • Michael HorowitzRick Flott
    • H04N7/12H04B1/66
    • H04N19/59H04N19/107H04N19/146H04N19/159H04N19/166H04N19/172H04N19/176H04N19/46H04N19/51H04N19/517H04N19/61H04N19/70H04N19/895H04N19/93
    • The present invention provides, in one embodiment, a system and method for concealing video errors. The system encodes, reorders, and packetizes video information into video data packets for transmission over a communication network such that the system conceals errors caused by lost video data packets when the system receives, depacketizes, orders, and decodes the data packets. In one embodiment, the system and method encodes and packetizes video information, such that adjacent macroblocks are not placed in the same video data packets. Additionally, the system and method may provide information accompanying the video data packets to facilitate the decoding process. An advantage to such a scheme is that errors due to video data packet loss are spatially distributed over a video frame. Thus, if regions of data surrounding a lost macroblock are successfully decoded, the decoder may predict motion vectors and spatial content with a higher degree of accuracy, which leads to higher video quality.
    • 本发明在一个实施例中提供了一种用于隐藏视频错误的系统和方法。 该系统对视频信息进行编码,重新排序和打包,并将其视频数据包分组,以便通过通信网络进行传输,从而当系统接收,解包,排序和解码数据包时,系统会隐藏由丢失的视频数据包引起的错误。 在一个实施例中,系统和方法编码和分组视频信息,使得相邻宏块不被放置在相同的视频数据分组中。 此外,系统和方法可以提供伴随视频数据分组的信息以便于解码过程。 这种方案的优点在于视频数据包丢失导致的错误在空间上分布在视频帧上。 因此,如果成功解码了丢失宏块周围的数据区域,则解码器可以以更高的准确度来预测运动矢量和空间内容,这导致更高的视频质量。
    • 10. 发明授权
    • Method and apparatus to incorporate automatic face recognition in digital image collections
    • 在数字图像集合中引入自动人脸识别的方法和装置
    • US08358811B2
    • 2013-01-22
    • US12416632
    • 2009-04-01
    • Hartwig AdamsJohannes SteffensKeith KiyoharaHartmut NevenBrian WestphalTobias MagnussonGavin DoughtieHenry BenjaminMichael HorowitzHong-Kien Kenneth Ong
    • Hartwig AdamsJohannes SteffensKeith KiyoharaHartmut NevenBrian WestphalTobias MagnussonGavin DoughtieHenry BenjaminMichael HorowitzHong-Kien Kenneth Ong
    • G06K9/00G06F7/00
    • G06K9/00288G06K9/00221
    • A method and apparatus for creating and updating a facial image database from a collection of digital images is disclosed. A set of detected faces from a digital image collection is stored in a facial image database, along with data pertaining to them. At least one facial recognition template for each face in the first set is computed, and the images in the set are grouped according to the facial recognition template into similarity groups. Another embodiment is a naming tool for assigning names to a plurality of faces detected in a digital image collection. A facial image database stores data pertaining to facial images detected in images of a digital image collection. In addition, the naming tool may include a graphical user interface, a face detection module that detects faces in images of the digital image collection and stores data pertaining to the detected faces in the facial image database, a face recognition module that computes at least one facial recognition template for each facial image in the facial image database, and a similarity grouping module that groups facial images in the facial image database according to the respective templates such that similar facial images belong to one similarity group.
    • 公开了一种用于从数字图像的集合创建和更新面部图像数据库的方法和装置。 来自数字图像集合的一组检测到的面部与其相关的数据一起存储在面部图像数据库中。 计算第一组中每个面部的至少一个面部识别模板,并且将该组中的图像根据面部识别模板分组为相似组。 另一个实施例是用于将名称分配给在数字图像集合中检测到的多个面部的命名工具。 面部图像数据库存储与数字图像集合的图像中检测到的面部图像有关的数据。 此外,命名工具可以包括图形用户界面,面部检测模块,其检测数字图像集合的图像中的面部,并将与检测到的面部有关的数据存储在面部图像数据库中;面部识别模块,其计算至少一个 面部图像数据库中的每个面部图像的面部识别模板,以及相似性分组模块,其根据各个模板对面部图像数据库中的面部图像进行分组,使得相似的面部图像属于一个相似性组。