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    • 3. 发明授权
    • Method and system for video filtering with joint motion and noise estimation
    • 具有联合运动和噪声估计的视频滤波方法和系统
    • US07295616B2
    • 2007-11-13
    • US10715039
    • 2003-11-17
    • Zhaohui SunGabriel FieldingMajid Rabbani
    • Zhaohui SunGabriel FieldingMajid Rabbani
    • H04N7/12
    • H04N5/21G06T5/002G06T5/20G06T5/50G06T2207/10016G06T2207/20182
    • A method for video filtering of an input video sequence by utilizing joint motion and noise estimation includes the steps of: (a) generating a motion-compensated video sequence from the input video sequence and a plurality of estimated motion fields; (b) spatiotemporally filtering the motion compensated video sequence, thereby producing a filtered, motion-compensated video sequence; (c) estimating a standard deviation from the difference between the input video sequence and the filtered, motion-compensated video sequence, thereby producing an estimated standard deviation; (d) estimating a scale factor from the difference between the input video sequence and the motion compensated video sequence; and (e) iterating through steps (a) to (d) using the scale factor previously obtained from step (d) to generate the motion-compensated video sequence in step (a) and using the estimated standard deviation previously obtained from step (c) to perform the filtering in step (b) until the value of the noise level approaches the unknown noise of the input video sequence, whereby the noise level is then characterized by a finally determined scale factor and standard deviation.
    • 一种通过利用联合运动和噪声估计对输入视频序列进行视频滤波的方法包括以下步骤:(a)从输入视频序列和多个估计运动场产生运动补偿视频序列; (b)对所述运动补偿视频序列进行时空滤波,从而产生经滤波的运动补偿视频序列; (c)从输入视频序列和滤波的运动补偿视频序列之间的差估计标准偏差,从而产生估计的标准偏差; (d)从输入视频序列和运动补偿视频序列之间的差估计比例因子; 和(e)使用先前从步骤(d)获得的比例因子重复步骤(a)至(d),以在步骤(a)中生成运动补偿视频序列,并使用先前从步骤(c)获得的估计标准偏差 )以执行步骤(b)中的滤波,直到噪声电平的值接近输入视频序列的未知噪声,由此噪声电平然后由最终确定的比例因子和标准偏差来表征。
    • 4. 发明申请
    • Method and system for video filtering with joint motion and noise estimation
    • 具有联合运动和噪声估计的视频滤波方法和系统
    • US20050105627A1
    • 2005-05-19
    • US10715039
    • 2003-11-17
    • Zhaohui SunGabriel FieldingMajid Rabbani
    • Zhaohui SunGabriel FieldingMajid Rabbani
    • G06T5/00H04N5/21H04N7/12
    • H04N5/21G06T5/002G06T5/20G06T5/50G06T2207/10016G06T2207/20182
    • A method for video filtering of an input video sequence by utilizing joint motion and noise estimation comprises the steps of: (a) generating a motion-compensated video sequence from the input video sequence and a plurality of estimated motion fields; (b) spatiotemporally filtering the motion compensated video sequence, thereby producing a filtered, motion-compensated video sequence; (c) estimating a standard deviation from the difference between the input video sequence and the filtered, motion-compensated video sequence, thereby producing an estimated standard deviation; (d) estimating a scale factor from the difference between the input video sequence and the motion compensated video sequence; and (e) iterating through steps (a) to (d) using the scale factor previously obtained from step (d) to generate the motion-compensated video sequence in step (a) and using the estimated standard deviation previously obtained from step (c) to perform the filtering in step (b) until the value of the noise level approaches the unknown noise of the input video sequence, whereby the noise level is then characterized by a finally determined scale factor and standard deviation.
    • 一种通过利用联合运动和噪声估计对输入视频序列进行视频滤波的方法包括以下步骤:(a)从输入视频序列和多个估计的运动场产生运动补偿视频序列; (b)对所述运动补偿视频序列进行时空滤波,从而产生经滤波的运动补偿视频序列; (c)从输入视频序列和滤波的运动补偿视频序列之间的差估计标准偏差,从而产生估计的标准偏差; (d)从输入视频序列和运动补偿视频序列之间的差估计比例因子; 和(e)使用先前从步骤(d)获得的比例因子重复步骤(a)至(d),以在步骤(a)中生成运动补偿视频序列,并使用先前从步骤(c)获得的估计标准偏差 )以执行步骤(b)中的滤波,直到噪声电平的值接近输入视频序列的未知噪声,由此噪声电平然后由最终确定的比例因子和标准偏差来表征。