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    • 1. 发明授权
    • Dynamic filtering for lossy compression
    • 有损压缩的动态过滤
    • US07206453B2
    • 2007-04-17
    • US09849502
    • 2001-05-03
    • Ming-Chieh LeeChih-Lung (Bruce) Lin
    • Ming-Chieh LeeChih-Lung (Bruce) Lin
    • G06K9/36G06K9/40
    • H04N19/80
    • An encoder dynamically filters information for lossy compression so as to control bitrate or quality with few sudden, dramatic changes to perceptual quality of the compressed information. For example, a video encoder regulates the level of a buffer (e.g., how full or empty the buffer is) by adjusting median filtering of video information (e.g., pixel data and/or prediction residuals). The buffer stores compressed video information for the video encoder. Based upon the buffer level, the video encoder changes the median filter kernel applied to video information. If the buffer starts to get too full, the video encoder increases the size of the kernel, which tends to smooth the video information, introduce slight blurriness, and deplete the buffer. If the buffer starts to get too empty, the video encoder decreases the size of the kernel or stops filtering, which tends to preserve the video information and fill the buffer.
    • 编码器动态过滤用于有损压缩的信息,以便对压缩信息的感知质量几乎没有突然变化,控制比特率或质量。 例如,视频编码器通过调整视频信息(例如,像素数据和/或预测残差)的中值滤波来调节缓冲器的电平(例如,缓冲器的充满或空白)。 缓冲器存储用于视频编码器的压缩视频信息。 基于缓冲器级别,视频编码器将应用于视频信息的中值滤波器内核进行更改。 如果缓冲区开始变得过满,则视频编码器会增加内核的大小,这样会使视频信息平滑,引起轻微的模糊和耗尽缓冲区。 如果缓冲区开始变空,视频编码器会减小内核的大小或停止过滤,这往往会保留视频信息并填充缓冲区。
    • 3. 发明授权
    • Motion estimation and block matching pattern
    • 运动估计和块匹配模式
    • US06418166B1
    • 2002-07-09
    • US09201279
    • 1998-11-30
    • Shou-jen Joseph WuChih-Lung Bruce LinMing-Chieh Lee
    • Shou-jen Joseph WuChih-Lung Bruce LinMing-Chieh Lee
    • H04N712
    • H04N19/567H04N19/51H04N19/56
    • A motion estimation process improves coding efficiency by using a modified search criteria. The modified search criteria takes into account the error signal needed to encode a block of pixels as well as the the motion data when selecting a matching block in a target frame. This approach reduces the combined overhead of both the motion and error signal data for the encoded block of pixels. When used in conjunction with a spiral search path in the target frame, the modified search criteria improves the speed of the search because it eliminates the need for an exhaustive search. A predicted motion vector is used to optimize the search location. Preferably the search order is selected so that target pixels closer to predicted point are searched before pixels farther away in the target frame.
    • 运动估计过程通过使用修改的搜索标准来提高编码效率。 修改的搜索标准考虑了在目标帧中选择匹配块时编码像素块以及运动数据所需的误差信号。 该方法减少了编码的像素块的运动和误差信号数据的组合开销。 当与目标帧中的螺旋搜索路径一起使用时,修改的搜索标准提高了搜索的速度,因为它消除了对穷举搜索的需要。 使用预测的运动矢量来优化搜索位置。 优选地,选择搜索顺序,使得在目标帧中更远的像素之前搜索更靠近预测点的目标像素。