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    • 54. 发明申请
    • ADAPTIVE MOTION INSTABILITY DETECTION IN VIDEO
    • 视频中的自适应运动不稳定性检测
    • US20140355895A1
    • 2014-12-04
    • US14218457
    • 2014-03-18
    • Lidong XuChen WangYi-Jen ChiuJong Dae OhHeon-Mo Koo
    • Lidong XuChen WangYi-Jen ChiuJong Dae OhHeon-Mo Koo
    • G06K9/62H04N5/232
    • G06K9/6298H04N5/23267
    • One or more apparatus and method for adaptively detecting motion instability in video. In embodiments, video stabilization is predicated on adaptive detection of motion instability. Adaptive motion instability detection may entail determining an initial motion instability state associated with a plurality of video frames. Subsequent transitions of the instability state may be detected by comparing a first level of instability associated with a first plurality of the frames to a second level of instability associated with a second plurality of the frames. Image stabilization of received video frames may be toggled first based on the initial instability state, and thereafter based on detected changes in the instability state.Output video frames, which may be stabilized or non-stabilized, may then be stored to a memory. In certain embodiments, video motion instability is scored based on a probability distribution of video frame motion jitter values.
    • 一种或多种用于自适应地检测视频中的运动不稳定性的装置和方法。 在实施例中,视频稳定基于运动不稳定性的自适应检测。 自适应运动不稳定性检测可能需要确定与多个视频帧相关联的初始运动不稳定状态。 可以通过将与第一多个帧相关联的不稳定性的第一级别与与第二多个帧相关联的第二级不稳定性进行比较来检测不稳定状态的后续转换。 首先可以基于初始不稳定状态来切换所接收的视频帧的图像稳定性,然后基于检测到的不稳定状态的变化。 然后可以将稳定或不稳定的输出视频帧存储到存储器中。 在某些实施例中,基于视频帧运动抖动值的概率分布对视频运动不稳定性进行评分。
    • 55. 发明授权
    • Rate-distortion cost reducing video encoding techniques
    • 速率失真成本降低视频编码技术
    • US08625681B2
    • 2014-01-07
    • US12217805
    • 2008-07-09
    • Lidong XuYi-Jen Chiu
    • Lidong XuYi-Jen Chiu
    • H04N1/409H04N5/217
    • H04N19/82H04N19/117H04N19/147H04N19/17H04N19/46H04N19/61
    • Techniques are described that can be used to determine parameters of an adaptive Wiener filter to apply to a video region. The following parameters of the Wiener filter may be adjusted: coefficients, coefficient quantization, filter type, filter size, prediction mode, entropy encoding, and number of filter tables. The parameters associated with the lowest rate distortion cost of the encoder are selected for transmission with the encoded video. If not using adaptive Wiener filtering results in a lowest rate distortion cost, then adaptive Wiener filtering is not used for the video region. If using adaptive Wiener filtering results in a lowest rate distortion cost, then the parameters applied by the adaptive Wiener filtering that result in the lowest rate distortion cost are communicated with the filtered video region.
    • 描述了可以用于确定适用于视频区域的自适应维纳滤波器的参数的技术。 可以调整维纳滤波器的以下参数:系数,系数量化,滤波器类型,滤波器大小,预测模式,熵编码和滤波器表数。 选择与编码器的最低速率失真成本相关联的参数以便与编码视频一起传输。 如果不使用自适应维纳滤波导致最低速率失真成本,则视频区域不使用自适应维纳滤波。 如果使用自适应维纳滤波导致最低速率失真成本,则导致最低速率失真成本的自适应维纳滤波所应用的参数与滤波视频区域通信。
    • 56. 发明申请
    • METHODS AND APPARATUS FOR ADAPTIVELY CHOOSING A SEARCH RANGE FOR MOTION ESTIMATION
    • 适应性选择运动估计搜索范围的方法和装置
    • US20130336402A1
    • 2013-12-19
    • US13895939
    • 2013-05-16
    • Lidong XuYi-Jen Chiu
    • Lidong XuYi-Jen Chiu
    • H04N7/36
    • H04N19/139H04N5/144H04N19/513H04N19/521H04N19/56H04N19/57
    • Systems, methods, and computer program products that can be used to determine a search range (SR) when performing motion estimation at, for example, a video encoder or decoder. Determining a motion vector for a current block during motion estimation may involve searching within a search window that may reside in a reference frame, or in a previously decoded block that spatially or temporally neighbors the current block. Such a search seeks a motion vector that minimizes a metric, such as a sum of absolute differences between corresponding blocks of reference frames. A motion vector that minimizes such a metric may be a good candidate for use in motion estimation. The search may become more efficient if a search range is determined such that the extent of the search is bounded. A search range may be determined at the block level or at the picture level.
    • 当在例如视频编码器或解码器上执行运动估计时,可用于确定搜索范围(SR)的系统,方法和计算机程序产品。 在运动估计期间确定当前块的运动矢量可以涉及在可能驻留在参考帧中的搜索窗口内或在空间上或时间上邻近当前块的先前解码的块中进行搜索。 这样的搜索寻找使度量最小化的运动矢量,诸如对应的参考帧块之间的绝对差的和。 使这种度量最小化的运动矢量可能是用于运动估计的良好候选。 如果确定搜索范围使得搜索范围有界,则搜索可能变得更有效。 可以在块级别或图片级别确定搜索范围。