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    • 91. 发明授权
    • Estimating sample-domain distortion in the transform domain with rounding compensation
    • 使用舍入补偿估计变换域中的样本域失真
    • US08059721B2
    • 2011-11-15
    • US11400719
    • 2006-04-07
    • Cheng ChangChih-Lung LinShankar Regunathan
    • Cheng ChangChih-Lung LinShankar Regunathan
    • H04N7/12
    • H04N19/625H04N19/126H04N19/61
    • Techniques and tools are described for compensating for rounding when estimating sample-domain distortion in the transform domain. For example, a video encoder estimates pixel-domain distortion in the transform domain for a block of transform coefficients after compensating for rounding in the DC coefficient of the block. In this way, the video encoder improves the accuracy of pixel-domain distortion estimation but retains the computational advantages of performing the estimation in the transform domain. Rounding compensation includes, for example, looking up an index (from a de-quantized transform coefficient) in a rounding offset table to determine a rounding offset, then adjusting the coefficient by the offset. Other techniques and tools described herein are directed to creating rounding offset tables and encoders that make encoding decisions after considering rounding effects that occur after an inverse frequency transform on de-quantized transform coefficient values.
    • 描述了在估计变换域中的样本域失真时补偿舍入的技术和工具。 例如,视频编码器在补偿块的DC系数中的舍入后估计变换系数块的变换域中的像素域失真。 以这种方式,视频编码器提高了像素域失真估计的精度,但保留了在变换域中执行估计的计算优点。 舍入补偿包括例如在舍入偏移表中查找索引(来自去量化的变换系数)以确定舍入偏移,然后将系数调整为偏移。 本文描述的其他技术和工具旨在创建舍入偏移表和编码器,其在考虑在对于量化后的变换系数值进行逆频率变换之后出现的舍入效应时进行编码决定。
    • 95. 发明申请
    • CONVERSION OPERATIONS IN SCALABLE VIDEO ENCODING AND DECODING
    • 可扩展视频编码和解码中的转换操作
    • US20100046612A1
    • 2010-02-25
    • US12197922
    • 2008-08-25
    • Shijun SunShankar RegunathanChengjie TuChih-Lung Lin
    • Shijun SunShankar RegunathanChengjie TuChih-Lung Lin
    • H04N7/26
    • H04N19/59H04N19/117H04N19/149H04N19/186H04N19/187H04N19/33H04N19/40H04N19/86
    • Techniques and tools for conversion operations between modules in a scalable video encoding tool or scalable video decoding tool are described. For example, given reconstructed base layer video in a low resolution format (e.g., 4:2:0 video with 8 bits per sample) an encoding tool and decoding tool adaptively filter the reconstructed base layer video and upsample its sample values to a higher sample depth (e.g., 10 bits per sample). The tools also adaptively scale chroma samples to a higher chroma sampling rate (e.g., 4:2:2). The adaptive filtering and chroma scaling help reduce energy in inter-layer residual video by making the reconstructed base layer video closer to input video, which typically makes compression of the inter-layer residual video more efficient. The encoding tool also remaps sample values of the inter-layer residual video to adjust dynamic range before encoding, and the decoding tool performs inverse remapping after decoding.
    • 描述了可扩展视频编码工具或可扩展视频解码工具中的模块之间的转换操作的技术和工具。 例如,给定以低分辨率格式的重建基层视频(例如,具有每个样本8位的4:2:0视频),编码工具和解码工具自适应地过滤重建的基层视频并将其样本值上采样到较高的样本 深度(例如每个样本10位)。 这些工具还可以自适应地将色度样本缩放到更高的色度采样率(例如4:2:2)。 自适应滤波和色度缩放有助于通过使重构的基本层视频更接近输入视频来减少层间残留视频中的能量,这通常使得层间残留视频的压缩更有效。 编码工具还重新映射层间残差视频的采样值,以便在编码之前调整动态范围,并且解码工具在解码之后执行反向重新映射。
    • 99. 发明申请
    • Switching distortion metrics during motion estimation
    • 运动估计过程中的切换失真度量
    • US20070237226A1
    • 2007-10-11
    • US11400049
    • 2006-04-07
    • Shankar RegunathanChih-Lung LinThomas Holcomb
    • Shankar RegunathanChih-Lung LinThomas Holcomb
    • H04N7/12H04B1/66
    • 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。 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。