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    • 41. 发明授权
    • Switching distortion metrics during motion estimation
    • 运动估计过程中的切换失真度量
    • US08155195B2
    • 2012-04-10
    • US11400049
    • 2006-04-07
    • Shankar RegunathanChih-Lung LinThomas W. Holcomb
    • Shankar RegunathanChih-Lung LinThomas W. Holcomb
    • H04B1/66H04N7/12H04N11/02H04N11/04
    • H04N19/567
    • Techniques and tools for switching distortion metrics during motion estimation are described. For example, a video encoder determines a distortion metric selection criterion for motion estimation. The criterion can be based on initial results of the motion estimation. To evaluate the criterion, the encoder can compare the criterion to a threshold that depends on a current quantization parameter. The encoder selects between multiple available distortion metrics, which can include a sample-domain distortion metric (e.g., SAD) and a transform-domain distortion metric (e.g., SAHD). The encoder uses the selected distortion metric in the motion estimation. Selectively switching between SAD and SAHD provides rate-distortion performance superior to using only SAD or only SAHD. Moreover, due to the lower complexity of SAD, the computational complexity of motion estimation with SAD-SAHD switching is typically less than motion estimation that always uses SAHD.
    • 描述了在运动估计期间切换失真度量的技术和工具。 例如,视频编码器确定用于运动估计的失真度量选择标准。 该标准可以基于运动估计的初始结果。 为了评估标准,编码器可以将标准与​​取决于当前量化参数的阈值进行比较。 编码器在可以包括采样域失真度量(例如SAD)和变换域失真度量(例如,SAHD)的多个可用失真度量之间进行选择。 编码器在运动估计中使用所选择的失真度量。 选择性地切换SAD和SAHD之间的速率失真性能优于仅使用SAD或仅SAHD。 此外,由于SAD的较低的复杂度,SAD-SAHD切换的运动估计的计算复杂度通常小于始终使用SAHD的运动估计。
    • 43. 发明授权
    • Dynamic selection of motion estimation search ranges and extended motion vector ranges
    • 运动估计搜索范围和扩展运动矢量范围的动态选择
    • US08494052B2
    • 2013-07-23
    • US11400051
    • 2006-04-07
    • Cheng ChangChih-Lung LinThomas W. Holcomb
    • Cheng ChangChih-Lung LinThomas W. Holcomb
    • H04N11/02
    • H04N19/192H04N19/51
    • Techniques and tools for selecting search ranges and/or motion vector ranges during motion estimation are described. For example, a video encoder performs motion estimation constrained by a first search range, which results in multiple motion vectors. The encoder computes motion vector distribution information for the motion vectors. To compute the distribution information, the encoder can track the motion vectors in a histogram and count how many of the motion vectors fall within each of multiple intervals for the distribution information. The encoder then selects a second search range and performs motion estimation constrained by the second search range. Selecting the second search range can include selecting a motion vector range, which in some cases in effect determines the second search range.
    • 描述了在运动估计期间选择搜索范围和/或运动矢量范围的技术和工具。 例如,视频编码器执行由第一搜索范围约束的运动估计,其导致多个运动矢量。 编码器计算运动矢量的运动矢量分布信息。 为了计算分布信息,编码器可以跟踪直方图中的运动矢量,并计算多少个运动矢量落在分布信息的多个间隔的每一个中。 然后,编码器选择第二搜索范围并执行受第二搜索范围约束的运动估计。 选择第二搜索范围可以包括选择运动矢量范围,其在某些情况下有效地确定第二搜索范围。