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    • 5. 发明申请
    • SUPER-RESOLUTION PROCESSOR AND SUPER-RESOLUTION PROCESSING METHOD
    • 超分辨率处理器和超分辨率处理方法
    • US20110206296A1
    • 2011-08-25
    • US13021870
    • 2011-02-07
    • Satoshi SakaguchiToru MatsunobuKenji Takita
    • Satoshi SakaguchiToru MatsunobuKenji Takita
    • G06K9/40G06K9/32
    • G06T3/4053
    • A super-resolution processor according to the present invention includes: an N enlargement unit that generates an N-enlarged image by enlarging the input image by a factor N; an M enlargement unit that generates an M-enlarged image by enlarging the input image by a factor M; a high-pass filter unit that extracts a high-frequency component of the M-enlarged image, as an M-enlarged high-frequency image; a patch extraction unit that extracts an estimated patch of a predetermined size from the M-enlarged high-frequency image, the estimated patch being a part of the M-enlarged high-frequency image; and an addition unit that adds the estimated patch to a processing target block of the predetermined size in the N-enlarged image, to generate the output image, where M is smaller than N.
    • 根据本发明的超分辨率处理器包括:N放大单元,通过将输入图像放大因子N来产生N倍放大图像; M放大单元,通过将输入图像放大因子M来生成M放大图像; 提取M放大图像的高频分量的高通滤波器单元作为M放大的高频图像; 补片提取单元,从所述M放大的高频图像中提取预定尺寸的估计斑块,所述估计贴片是所述M放大的高频图像的一部分; 以及添加单元,其将所估计的贴片添加到N放大图像中的预定尺寸的处理对象块,以生成输出图像,其中M小于N.
    • 6. 发明授权
    • Super-resolution processor and super-resolution processing method
    • 超分辨率处理器和超分辨率处理方法
    • US08649636B2
    • 2014-02-11
    • US13530283
    • 2012-06-22
    • Satoshi SakaguchiKenji TakitaToru Matsunobu
    • Satoshi SakaguchiKenji TakitaToru Matsunobu
    • G06K9/32
    • G06T3/4053
    • A super-resolution processor in one aspect of the present invention first estimates a motion between an input image and a delayed input image which is obtained by delaying the input image by some frames, and determines a motion vector in super-resolution processing of adding a high frequency component using a learning database. Subsequently, the super-resolution processor updates an evaluation value evaluated when a patch is extracted in a target block of the input image, so that a learned high frequency patch is likely to be selected, the learned high frequency patch being the same as the learned high frequency patch used for super-resolution processing performed at the position motion-compensated by the motion vector in the frame at the same time as the time of the delayed input image.
    • 本发明的一个方面的超分辨率处理器首先估计通过将输入图像延迟一些帧而获得的输入图像和延迟输入图像之间的运动,并且在超分辨率处理中确定添加运动矢量 高频分量使用学习数据库。 随后,超分辨率处理器更新在输入图像的目标块中提取补丁时评估的评估值,从而可能选择学习的高频补丁,所学习的高频补丁与所学习的高频补丁相同 高频补丁用于在与延迟的输入图像的时间同时在帧中由运动矢量运动补偿的位置执行的超分辨率处理。
    • 7. 发明授权
    • Super-resolution processor and super-resolution processing method
    • 超分辨率处理器和超分辨率处理方法
    • US08526765B2
    • 2013-09-03
    • US13021870
    • 2011-02-07
    • Satoshi SakaguchiToru MatsunobuKenji Takita
    • Satoshi SakaguchiToru MatsunobuKenji Takita
    • G06K9/32
    • G06T3/4053
    • A super-resolution processor includes an N enlargement unit that generates an N-enlarged image by enlarging the input image by a factor N; an M enlargement unit that generates an M-enlarged image by enlarging the input image by a factor M; and a high-pass filter unit that extracts a high-frequency component of the M-enlarged image, as an M-enlarged high-frequency image. Additionally, a patch extraction unit extracts an estimated patch of a predetermined size from the M-enlarged high-frequency image, the estimated patch being a part of the M-enlarged high-frequency image; and an addition unit adds the estimated patch to a processing target block of the predetermined size in the N-enlarged image, to generate the output image, where M is smaller than N.
    • 超分辨率处理器包括:N放大单元,其通过将输入图像放大因子N来生成N放大图像; M放大单元,通过将输入图像放大因子M来生成M放大图像; 以及提取M放大图像的高频分量的高通滤波器单元作为M放大的高频图像。 此外,补片提取单元从M放大的高频图像中提取预定尺寸的估计斑块,所估计的斑块是M放大的高频图像的一部分; 并且加法单元将估计的补丁添加到N放大图像中的预定大小的处理目标块,以生成输出图像,其中M小于N.