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    • 2. 发明授权
    • Adaptive quantization for perceptual video coding
    • 感知视频编码的自适应量化
    • US08737464B1
    • 2014-05-27
    • US13187900
    • 2011-07-21
    • Huipin ZhangJing WuSijia ChenDunbi HuangYi Guo
    • Huipin ZhangJing WuSijia ChenDunbi HuangYi Guo
    • H04N11/02
    • H04N19/154H04N19/126H04N19/176
    • In one embodiment, a perceptual video coder obtains local video content, and calculates a feature index for each of one or more features of a video unit of the local video content. Each feature index is then directly mapped to a delta quantization parameter (QP) using a linear fractional model that explicitly establishes a relation between the delta QP and a Human Visual System (HVS) insensitivity index, e.g., where the delta QP is set based on a comparison between a local strength of the HVS insensitivity index and an overall strength of a particular frame of the local video content. Accordingly, a QP of an adaptive quantization may be refined by adding to it each delta QP, such that adaptive quantization may be performed on the video unit based on the refined QP.
    • 在一个实施例中,感知视频编码器获取本地视频内容,并且计算本地视频内容的视频单元的一个或多个特征中的每一个的特征索引。 然后使用明确建立增量QP与人类视觉系统(HVS)不敏感性指数之间的关系的线性分数模型将每个特征索引直接映射到增量量化参数(QP),例如,其中基于 HVS不敏感指数的局部强度与本地视频内容的特定帧的总体强度之间的比较。 因此,自适应量化的QP可以通过向其中加上每个ΔPQ来精化,使得可以基于精确的QP对视频单元执行自适应量化。
    • 3. 发明授权
    • Wavelet based multiresolution video representation with spatially scalable motion vectors
    • 基于小波的多分辨率视频表示与空间可缩放的运动矢量
    • US08477849B2
    • 2013-07-02
    • US11952721
    • 2007-12-07
    • Huipin ZhangFrank Jan Bossen
    • Huipin ZhangFrank Jan Bossen
    • H04N7/12H04N11/02H04N11/04H04B1/66
    • H04N19/615H04N19/13H04N19/31H04N19/34H04N19/517H04N19/61H04N19/63H04N19/647H04N19/70
    • Wavelet based multiresolution video representations generated by multi-scale motion compensated temporal filtering (MCTF) and spatial wavelet transform are disclosed. Since temporal filtering and spatial filtering are separated in generating such representations, there are many different ways to intertwine single-level MCTF and single-level spatial filtering, resulting in many different video representation schemes with spatially scalable motion vectors for the support of different combination of spatial scalability and temporal scalability. The problem of design of such a video representation scheme to full the spatial/temporal scalability requirements is studied. Signaling of the scheme to the decoder is also investigated. Since MCTF is performed subband by subband, motion vectors are available for reconstructing video sequences of any possible reduced spatial resolution, restricted by the dyadic decomposition pattern and the maximal spatial decomposition level. It is thus clear that the family of decomposition schemes provides efficient and versatile multiresolution video representations for fully scalable video coding.
    • 公开了通过多尺度运动补偿时间滤波(MCTF)和空间小波变换产生的基于小波的多分辨率视频表示。 由于时间滤波和空间滤波在生成这种表示中是分开的,所以有许多不同的方式来交织单级MCTF和单级空间滤波,导致许多不同的视频表示方案具有空间可缩放的运动矢量,用于支持不同组合 空间可扩展性和时间可扩展性。 研究了这样的视频表示方案的设计问题,以满足空间/时间的可扩展性要求。 还调查了解码器的方案的信令。 由于MCTF通过子带进行子带,运动矢量可用于重建由二分解模式和最大空间分解水平限制的任何可能的降低的空间分辨率的视频序列。 因此,清楚的是,分解方案族为完全可扩展的视频编码提供了有效且通用的多分辨率视频表示。
    • 4. 发明申请
    • WAVELET BASED MULTIRESOLUTION VIDEO REPRESENTATION WITH SPATIALLY SCALABLE MOTION VECTORS
    • 基于波形的多分辨率视频表示与空间可调运动矢量
    • US20080152011A1
    • 2008-06-26
    • US11952721
    • 2007-12-07
    • Huipin ZhangFrank Jan Bossen
    • Huipin ZhangFrank Jan Bossen
    • H04N7/32
    • H04N19/615H04N19/13H04N19/31H04N19/34H04N19/517H04N19/61H04N19/63H04N19/647H04N19/70
    • Wavelet based multiresolution video representations generated by multi-scale motion compensated temporal filtering (MCTF) and spatial wavelet transform are disclosed. Since temporal filtering and spatial filtering are separated in generating such representations, there are many different ways to intertwine single-level MCTF and single-level spatial filtering, resulting in many different video representation schemes with spatially scalable motion vectors for the support of different combination of spatial scalability and temporal scalability. The problem of design of such a video representation scheme to full the spatial/temporal scalability requirements is studied. Signaling of the scheme to the decoder is also investigated. Since MCTF is performed subband by subband, motion vectors are available for reconstructing video sequences of any possible reduced spatial resolution, restricted by the dyadic decomposition pattern and the maximal spatial decomposition level. It is thus clear that the family of decomposition schemes provides efficient and versatile multiresolution video representations for fully scalable video coding.
    • 公开了通过多尺度运动补偿时间滤波(MCTF)和空间小波变换产生的基于小波的多分辨率视频表示。 由于时间滤波和空间滤波在生成这种表示中是分开的,所以有许多不同的方式来交织单级MCTF和单级空间滤波,导致许多不同的视频表示方案具有空间可缩放的运动矢量,用于支持不同组合 空间可扩展性和时间可扩展性。 研究了这样的视频表示方案的设计问题,以满足空间/时间的可扩展性要求。 还对该解码器的信令进行了调查。 由于MCTF通过子带进行子带,运动矢量可用于重建由二分解模式和最大空间分解水平限制的任何可能的降低的空间分辨率的视频序列。 因此,清楚的是,分解方案族为完全可扩展的视频编码提供了有效和通用的多分辨率视频表示。
    • 5. 发明授权
    • Wavelet based multiresolution video representation with spatially scalable motion vectors
    • 基于小波的多分辨率视频表示与空间可缩放的运动矢量
    • US07321625B2
    • 2008-01-22
    • US10318802
    • 2002-12-13
    • Huipin ZhangFrank Jan Bossen
    • Huipin ZhangFrank Jan Bossen
    • H04B1/66H04N7/12H04N11/02H04N11/06
    • H04N19/615H04N19/13H04N19/31H04N19/34H04N19/517H04N19/61H04N19/63H04N19/647H04N19/70
    • Wavelet based multiresolution video representations generated by multi-scale motion compensated temporal filtering (MCTF) and spatial wavelet transform are disclosed. Since temporal filtering and spatial filtering are separated in generating such representations, there are many different ways to intertwine single-level MCTF and single-level spatial filtering, resulting in many different video representation schemes with spatially scalable motion vectors for the support of different combination of spatial scalability and temporal scalability. The problem of design of such a video representation scheme to full the spatial/temporal scalability requirements is studied. Signaling of the scheme to the decoder is also investigated. Since MCTF is performed subband by subband, motion vectors are available for reconstructing video sequences of any possible reduced spatial resolution, restricted by the dyadic decomposition pattern and the maximal spatial decomposition level. It is thus clear that the family of decomposition schemes provides efficient and versatile multiresolution video representations for fully scalable video coding.
    • 公开了通过多尺度运动补偿时间滤波(MCTF)和空间小波变换产生的基于小波的多分辨率视频表示。 由于时间滤波和空间滤波在生成这种表示中是分开的,所以有许多不同的方式来交织单级MCTF和单级空间滤波,导致许多不同的视频表示方案具有空间可缩放的运动矢量,用于支持不同组合 空间可扩展性和时间可扩展性。 研究了这样的视频表示方案的设计问题,以满足空间/时间的可扩展性要求。 还对该解码器的信令进行了调查。 由于MCTF通过子带进行子带,运动矢量可用于重建由二分解模式和最大空间分解水平限制的任何可能的降低的空间分辨率的视频序列。 因此,清楚的是,分解方案族为完全可扩展的视频编码提供了有效且通用的多分辨率视频表示。
    • 6. 发明授权
    • Method of performing sub-pixel based edge-directed image interpolation
    • 执行基于子像素的边缘向量图像插值的方法
    • US07136541B2
    • 2006-11-14
    • US10273781
    • 2002-10-18
    • Huipin ZhangCheung AuyeungTakao Yamazaki
    • Huipin ZhangCheung AuyeungTakao Yamazaki
    • G06K9/32
    • G06T3/403
    • A method of generating a value for a missing pixel “x” by determining a “least harmful” local edge direction between pixels, or sub-pixels, on substantially opposing sides of the missing pixel, and interpolating the difference to arrive at a value for pixel “x”. The method involves generating sub-pixel values for locations within neighboring pixels, the sub-pixels may comprise half-pixels, quarter-pixels, three-quarter pixels, and so forth, wherein any fractional pixel quantity may be created. Absolute difference values are calculated between neighboring pixels, or sub-pixel values, to determine a least harmful local edge direction along which a value is generated for pixel “x” by interpolation.
    • 通过在缺失像素的基本相对的侧面上确定像素或子像素之间的“最不利的”局部边缘方向来产生缺失像素“x”的值的方法,并且内插差值以得到 像素“x”。 该方法涉及为相邻像素内的位置生成子像素值,子像素可以包括半像素,四分之一像素,四分之三像素等,其中可以创建任何分数像素数量。 在相邻像素或子像素值之间计算绝对差值,以确定通过插值为像素“x”生成值的最不利的局部边缘方向。
    • 7. 发明授权
    • Method and apparatus for selecting optimal video encoding parameter configurations
    • 用于选择最佳视频编码参数配置的方法和装置
    • US08831089B1
    • 2014-09-09
    • US11496410
    • 2006-07-31
    • Huipin Zhang
    • Huipin Zhang
    • H04N11/02
    • H04N19/162H04N19/102H04N19/154H04N19/179H04N19/194H04N19/197
    • A method for determining optimal video encoding parameters is disclosed. The method generally includes the steps of (A) storing a plurality of configurable parameters each comprising a respective trial value, (B) generating a bitstream by encoding a test sequence of pictures using (i) a plurality of non-configurable parameters fixed in a design of the encoder, (ii) the configurable parameters and (iii) a plurality of dynamic parameters adjustable in real time by the encoder, (C) generating a reconstructed sequence of pictures by decoding the bitstream, (D) generating a quality metric based on the reconstructed sequence of pictures compared with the test sequence of pictures and (E) adjusting the respective trial values to optimize the quality metric.
    • 公开了一种用于确定最佳视频编码参数的方法。 该方法通常包括以下步骤:(A)存储多个可配置参数,每个可配置参数包括各自的试用值,(B)通过使用(i)多个不可配置参数固定在 编码器的设计,(ii)可配置参数和(iii)由编码器实时调节的多个动态参数,(C)通过解码比特流来产生重构的图像序列,(D)基于质量度量生成 对图像的重建序列与图像的测试序列进行比较,(E)调整各个试验值以优化质量度量。