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    • 2. 发明申请
    • Adaptive spatial variant interpolation for image upscaling
    • 用于图像放大的自适应空间变异插值
    • US20080036792A1
    • 2008-02-14
    • US11502233
    • 2006-08-09
    • Yi LiangKing-Chung LaiKhaled Helmi El-Maleh
    • Yi LiangKing-Chung LaiKhaled Helmi El-Maleh
    • G09G5/00
    • G06T3/4007
    • This disclosure describes adaptive spatial variant interpolation (SVI) techniques for image upscaling. In various embodiments, the interpolation techniques described in this disclosure may support low complexity upscaling of image while promoting high image quality, including enhanced sharpness, higher contrast and more accurate interpolation. The interpolation techniques may be applied using generalized finite impulse response (FIR) filters. In some embodiments, the interpolation techniques may be content-adaptive to provide more accurate interpolation while suppressing significant artifacts associated with sharp edges. In addition, the interpolation techniques may be readily applicable to upscaling of color imagery and video, e.g., in both YCbCr (luminance, blue chrominance, red chrominance) and RGB (red, green, blue) formats.
    • 本公开描述了用于图像升高的自适应空间变异插值(SVI)技术。 在各种实施例中,本公开中描述的内插技术可以支持图像的低复杂度升高,同时促进高图像质量,包括增强的清晰度,更高的对比度和更精确的插值。 可以使用广义有限脉冲响应(FIR)滤波器来应用插值技术。 在一些实施例中,插值技术可以是内容自适应的,以提供更精确的内插,同时抑制与锐利边缘相关联的显着伪像。 此外,插值技术可以容易地应用于例如YCbCr(亮度,蓝色色度,红色色度)和RGB(红色,绿色,蓝色)格式的彩色图像和视频的放大。
    • 4. 发明授权
    • Confidence based weighting for color interpolation
    • 基于置信度的颜色插值加权
    • US07576783B2
    • 2009-08-18
    • US11051159
    • 2005-02-04
    • Hau HwangKing-Chung LaiAnanthapadmanabhan Kandhadai
    • Hau HwangKing-Chung LaiAnanthapadmanabhan Kandhadai
    • H04N5/228
    • H04N9/045H04N2209/046
    • A color interpolation method uses a first interpolation function (F1) to obtain a first missing color sub-pixel value for a pixel of interest and uses a second interpolation function (F2) to obtain a second missing color sub-pixel value for the pixel of interest. First metric (V) indicative of an edge extending in a first direction (D1) is obtained. Second metric (H) indicative of an edge extending in a second direction (D2) is obtained. The two metrics are used to generate first and second weighting factors (k1, k2). A confidence factor value can be used to place more emphasis on one metric versus the other metric in the determination of the weighting factors. In one embodiment, the sub-pixel value being interpolated is the weighted sum of the first weighting factor multiplied by the first missing color sub-pixel value plus the second weighting factor multiplied by the second missing color sub-pixel value.
    • 颜色插值方法使用第一内插函数(F1)获得感兴趣像素的第一缺失颜色子像素值,并且使用第二内插函数(F2)来获得第二内插函数(F2)的像素的第二缺失颜色子像素值 利益。 获得指示沿第一方向(D1)延伸的边缘的第一度量(V)。 获得指示沿第二方向(D2)延伸的边缘的第二度量(H)。 这两个度量用于产生第一和第二加权因子(k1,k2)。 在确定加权因子时,可以使用置信因子值来更加强调一个指标而不是其他指标。 在一个实施例中,被内插的子像素值是第一加权因子乘以第一缺失颜色子像素值加上乘以第二缺失颜色子像素值的第二加权因子的加权和。
    • 5. 发明申请
    • Confidence based weighting for color interpolation
    • 基于置信度的颜色插值加权
    • US20060176375A1
    • 2006-08-10
    • US11051159
    • 2005-02-04
    • Hau HwangKing-Chung LaiAnanthapadmanabhan Kandhadai
    • Hau HwangKing-Chung LaiAnanthapadmanabhan Kandhadai
    • H04N5/228
    • H04N9/045H04N2209/046
    • A color interpolation method uses a first interpolation function (F1) to obtain a first missing color sub-pixel value for a pixel of interest and uses a second interpolation function (F2) to obtain a second missing color sub-pixel value for the pixel of interest. First metric (V) indicative of an edge extending in a first direction (D1) is obtained. Second metric (H) indicative of an edge extending in a second direction (D2) is obtained. The two metrics are used to generate first and second weighting factors (k1, k2). A confidence factor value can be used to place more emphasis on one metric versus the other metric in the determination of the weighting factors. In one embodiment, the sub-pixel value being interpolated is the weighted sum of the first weighting factor multiplied by the first missing color sub-pixel value plus the second weighting factor multiplied by the second missing color sub-pixel value.
    • 颜色插值方法使用第一内插函数(F 1)来获得感兴趣像素的第一缺失颜色子像素值,并且使用第二内插函数(F 2)来获得第二内插函数 感兴趣的像素 获得指示沿第一方向(D 1)延伸的边缘的第一度量(V)。 获得指示沿第二方向(D 2)延伸的边缘的第二度量(H)。 这两个度量用于产生第一和第二加权因子(k 1,k 2)。 在确定加权因子时,可以使用置信因子值来更加强调一个指标而不是其他指标。 在一个实施例中,被内插的子像素值是第一加权因子乘以第一缺失颜色子像素值加上乘以第二缺失颜色子像素值的第二加权因子的加权和。
    • 6. 发明授权
    • Adaptive spatial variant interpolation for image upscaling
    • 用于图像放大的自适应空间变异插值
    • US09013511B2
    • 2015-04-21
    • US11502233
    • 2006-08-09
    • Yi LiangKing-Chung LaiKhaled Helmi El-Maleh
    • Yi LiangKing-Chung LaiKhaled Helmi El-Maleh
    • G09G5/00G06T3/40
    • G06T3/4007
    • This disclosure describes adaptive spatial variant interpolation (SVI) techniques for image upscaling. In various embodiments, the interpolation techniques described in this disclosure may support low complexity upscaling of image while promoting high image quality, including enhanced sharpness, higher contrast and more accurate interpolation. The interpolation techniques may be applied using generalized finite impulse response (FIR) filters. In some embodiments, the interpolation techniques may be content-adaptive to provide more accurate interpolation while suppressing significant artifacts associated with sharp edges. In addition, the interpolation techniques may be readily applicable to upscaling of color imagery and video, e.g., in both YCbCr (luminance, blue chrominance, red chrominance) and RGB (red, green, blue) formats.
    • 本公开描述了用于图像升高的自适应空间变异插值(SVI)技术。 在各种实施例中,本公开中描述的内插技术可以支持图像的低复杂度升高,同时促进高图像质量,包括增强的清晰度,更高的对比度和更精确的插值。 可以使用广义有限脉冲响应(FIR)滤波器来应用插值技术。 在一些实施例中,插值技术可以是内容自适应的,以提供更精确的内插,同时抑制与锐利边缘相关联的显着伪像。 此外,插值技术可以容易地应用于例如YCbCr(亮度,蓝色色度,红色色度)和RGB(红色,绿色,蓝色)格式的彩色图像和视频的放大。
    • 8. 发明授权
    • Video encoding and decoding techniques
    • 视频编码和解码技术
    • US07940844B2
    • 2011-05-10
    • US10371793
    • 2003-02-21
    • King-Chung LaiGilbert Christopher SihChienchung ChangAnthony Patrick Mauro, II
    • King-Chung LaiGilbert Christopher SihChienchung ChangAnthony Patrick Mauro, II
    • H04N7/12
    • H04N19/43H04N19/51H04N19/61
    • This disclosure describes video encoding techniques capable of reducing the number of processing cycles and memory transfers necessary to encode a video sequence. In this manner, the disclosed video encoding techniques may increase video encoding speed and reduce power consumption. In general, the video encoding techniques make use of a candidate memory that stores video blocks in columns corresponding to a search space for a motion estimation routine. A memory control unit addresses the candidate memory to retrieve multiple pixels in parallel for simultaneous comparison to pixels in a video block to be encoded, e.g., using Sum of Absolute Difference (SAD) or Sum of Squared Difference (SSD) techniques. A difference processor performs the parallel calculations. In addition, for subsequent video blocks to be encoded, the candidate memory can be incrementally updated by loading a new column of video blocks, rather than reloading the entire search space.
    • 本公开描述了能够减少编码视频序列所需的处理周期数量和存储器传输的视频编码技术。 以这种方式,所公开的视频编码技术可以增加视频编码速度并降低功耗。 通常,视频编码技术利用将视频块存储在与用于运动估计例程的搜索空间相对应的列中的候选存储器。 存储器控制单元寻址候选存储器以并行检索多个像素,以便与要编码的视频块中的像素同时比较,例如使用绝对差值(SAD)或平方和差(SSD)技术。 差分处理器执行并行计算。 此外,对于要编码的后续视频块,可以通过加载新的视频块列来递增地更新候选存储器,而不是重新加载整个搜索空间。
    • 9. 发明申请
    • DUAL LOOKUP TABLE DESIGN FOR EDGE-DIRECTED IMAGE SCALING
    • 双向图表设计用于边缘方向图像缩放
    • US20100054621A1
    • 2010-03-04
    • US12198404
    • 2008-08-26
    • Yingyong QiKing-Chung LaiMillie LiChia-Yuan Teng
    • Yingyong QiKing-Chung LaiMillie LiChia-Yuan Teng
    • G06K9/40
    • G06T3/403
    • In general, the disclosure describes various techniques for providing edge-directed scaling filters that may be used to scale image data. An example device includes a storage medium configured to store a first lookup table and a second lookup table, and one or more processors configured to obtain one or more gradient values that each indicates a gradient between values of at least two pixels in a source image. The one or more processors are also configured to generate one or more inverse gradient values from a first lookup table based on the gradient values, and to generate one or more edge-directed scaling filter coefficients from a second lookup table based on the inverse gradient values. The one or more processors may be further configured to generate an edge-directed filter based on the coefficients, and to apply the filter to the at least two pixels to generate an interpolated pixel.
    • 通常,本公开描述了用于提供可用于缩放图像数据的边缘定向缩放滤波器的各种技术。 示例设备包括被配置为存储第一查找表和第二查找表的存储介质,以及被配置为获得一个或多个梯度值的一个或多个处理器,每个梯度值指示源图像中的至少两个像素的值之间的梯度。 一个或多个处理器还被配置为基于梯度值从第一查找表生成一个或多个逆梯度值,并且基于逆梯度值从第二查找表生成一个或多个边缘定向缩放滤波器系数 。 一个或多个处理器可以进一步被配置为基于系数生成边缘导向滤波器,并且将滤波器应用于至少两个像素以产生内插像素。
    • 10. 发明申请
    • VIDEO ENCODING AND DECODING TECHNIQUES
    • 视频编码和解码技术
    • US20110170611A1
    • 2011-07-14
    • US13073583
    • 2011-03-28
    • King-Chung LaiGilbert Christopher SihChienchung ChangAnthony Patrick Mauro, II
    • King-Chung LaiGilbert Christopher SihChienchung ChangAnthony Patrick Mauro, II
    • H04N7/26
    • H04N19/43H04N19/51H04N19/61
    • This disclosure describes video encoding techniques capable of reducing the number of processing cycles and memory transfers necessary to encode a video sequence. In this manner, the disclosed video encoding techniques may increase video encoding speed and reduce power consumption. In general, the video encoding techniques make use of a candidate memory that stores video blocks in columns corresponding to a search space for a motion estimation routine. A memory control unit addresses the candidate memory to retrieve multiple pixels in parallel for simultaneous comparison to pixels in a video block to be encoded, e.g., using Sum of Absolute Difference (SAD) or Sum of Squared Difference (SSD) techniques. A difference processor performs the parallel calculations. In addition, for subsequent video blocks to be encoded, the candidate memory can be incrementally updated by loading a new column of video blocks, rather than reloading the entire search space.
    • 本公开描述了能够减少编码视频序列所需的处理周期数量和存储器传输的视频编码技术。 以这种方式,所公开的视频编码技术可以增加视频编码速度并降低功耗。 通常,视频编码技术利用将视频块存储在与用于运动估计例程的搜索空间相对应的列中的候选存储器。 存储器控制单元寻址候选存储器以并行检索多个像素,以便与要编码的视频块中的像素同时比较,例如使用绝对差值(SAD)或平方和(SSD)技术求和。 差分处理器执行并行计算。 此外,对于要编码的后续视频块,可以通过加载新的视频块列来递增地更新候选存储器,而不是重新加载整个搜索空间。