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    • 74. 发明授权
    • Subpixel-based image down-sampling
    • 基于子像素的图像下采样
    • US08712153B2
    • 2014-04-29
    • US13043703
    • 2011-03-09
    • Oscar Chi Lim AuLu Fang
    • Oscar Chi Lim AuLu Fang
    • G06K9/34
    • G06T3/4023
    • Systems, methods, and apparatus for sampling images using minimum mean square error subpixel-based down-sampling (MMSE-SD) are presented herein. A partition component can receive a first array of pixels, and divide the first array of pixels into two-dimensional (2-D) blocks of pixels. Further, a sampling component can diagonally down-sample subpixels of a block of the 2-D blocks, and generate a second array of pixels based on the down-sampled subpixels. The sampling component can alternately sample subpixels of adjacent pixels of the block in a diagonal direction, and generate the second array of pixels based on the subpixels. A reconstruction component can create a virtual image based on, at least in part, the second array of pixels. A MMSE-SD component can determine an optimal low resolution image based on, at least in part, respective color components of the virtual image and a high resolution image associated with the first array of pixels.
    • 本文给出了使用最小均方误差子像素的下采样(MMSE-SD)采样图像的系统,方法和装置。 分区组件可以接收第一像素阵列,并且将第一像素阵列划分为二维(2-D)像素块。 此外,采样分量可以对角地对2-D块的块的子像素进行下采样,并且基于下采样子像素生成第二像素阵列。 采样分量可以交替地在对角线方向上对块的相邻像素的子像素进行采样,并且基于子像素生成第二像素阵列。 至少部分地基于第二像素阵列来创建虚拟图像。 MMSE-SD组件可以至少部分地基于虚拟图像的相应颜色分量和与第一像素阵列相关联的高分辨率图像来确定最佳低分辨率图像。
    • 75. 发明授权
    • Adaptive subpixel-based downsampling and filtering using edge detection
    • 使用边缘检测的基于子像素的自适应下采样和滤波
    • US08682094B2
    • 2014-03-25
    • US12778584
    • 2010-05-12
    • Oscar Chi Lim AuLu Fang
    • Oscar Chi Lim AuLu Fang
    • G06K9/40G06K9/32G06K9/48
    • G09G5/026G09G2360/02
    • Systems, methods, and apparatus for sampling images using edge detection are presented herein. A gradient component can calculate at least one gradient of a luminance of a block of pixels based on at least one direction; and select a minimum gradient of the at least one gradient of the luminance. Further, a direction component can determine a direction of the block based on a direction of the minimum gradient of the at least one gradient of the luminance. Moreover, a sampling component can alternately select subpixels of the block based on the direction of the block. In addition, a filter component can calculate at least one gradient of a color of a subpixel of the subpixels based on the at least one direction; determine a direction of the subpixel based on the at least one gradient of the color; and filter the subpixels based on the direction of the subpixel.
    • 本文给出了使用边缘检测对图像采样的系统,方法和装置。 梯度分量可以基于至少一个方向计算像素块的亮度的至少一个梯度; 并选择亮度的至少一个梯度的最小梯度。 此外,方向分量可以基于亮度的至少一个梯度的最小梯度的方向来确定块的方向。 此外,采样分量可以基于块的方向交替地选择块的子像素。 此外,滤波器组件可以基于至少一个方向计算子像素的子像素的颜色的至少一个梯度; 基于颜色的至少一个梯度来确定子像素的方向; 并且基于子像素的方向对子像素进行滤波。
    • 77. 发明申请
    • Method and system for transcoding based robust streaming of compressed video
    • 用于基于压缩视频的强健流媒体转码的方法和系统
    • US20100074333A1
    • 2010-03-25
    • US12555591
    • 2009-09-08
    • Oscar Chi Lim AuXiaopeng Fan
    • Oscar Chi Lim AuXiaopeng Fan
    • H04N7/32
    • H04N19/577H04N19/40H04N19/51H04N19/89
    • Described herein is a novel transcoding technique called lossless inter frame transcoding (LIFT) for improving the error resilience of video streaming. According to various embodiments, conventional coded blocks are selectively transcoded into new transcoded block. At the decoder, the transcoded block can be transcoded back to the conventional coded block when the prediction is available and can also be robustly decoded independently when the prediction is unavailable. According to another embodiment, an offline transcoding and online composing technique is provided for generating a composite frame using the transcoded and conventional coded blocks and adjusting the ratio of the transcoded blocks, thereby achieving error robustness scalability.
    • 这里描述了一种用于改善视频流的错误弹性的新颖的代码转换技术,称为无损帧间转码(LIFT)。 根据各种实施例,常规编码块被选择性地转码成新的转码块。 在解码器中,当预测可用时,代码转换的块可以被代码转换回传统的编码块,并且当预测不可用时也可以独立地强制解码。 根据另一个实施例,提供了一种离线代码转换和在线编组技术,用于使用代码转换和常规编码块来生成复合帧,并调整转码块的比率,从而实现误差鲁棒性可扩展性。
    • 78. 发明申请
    • CONVEX OPTIMIZATION APPROACH TO IMAGE DEBLOCKING
    • CONVEX优化图像去除方法
    • US20100027909A1
    • 2010-02-04
    • US12185162
    • 2008-08-04
    • Oscar Chi Lim AuLiwei Guo
    • Oscar Chi Lim AuLiwei Guo
    • G06K9/40
    • H04N19/86
    • Images encoded at low-bit rate may suffer from blocking artifacts, which can dramatically degrade the visual quality of the images. In accordance with the claimed subject matter, a convex optimization approach is provided in order to mitigate such blocking artifacts. Based on the analysis of image coding process as well as natural image properties (e.g., image complexity), a set of constraint functions can be constructed. In addition, an objective function can be constructed based upon, e.g. analysis of a quantization noise model. All functions included in the set as well as the objective function can be convex function. Accordingly, image deblocking can be formulated as a convex optimization problem which can be easily solved using numerical methods. Moreover, the feasibility of the convex optimization problem can be utilized to detect the true object edges and avoid blurring.
    • 以低比特率编码的图像可能遭受阻塞伪影,这可能显着降低图像的视觉质量。 根据所要求保护的主题,提供凸优化方法以减轻这种块伪影。 基于图像编码处理以及自然图像属性(例如,图像复杂度)的分析,可以构建一组约束函数。 另外,目标函数可以基于例如, 量化噪声模型的分析。 集合中包含的所有函数以及目标函数都可以是凸函数。 因此,图像去块可以被形成为可以使用数值方法容易地求解的凸优化问题。 此外,凸优化问题的可行性可以用于检测真实物体边缘并避免模糊。
    • 79. 发明申请
    • MULTIPLE REFERENCE FRAME MOTION ESTIMATION IN VIDEO CODING
    • 视频编码中的多参考帧运动估计
    • US20100020877A1
    • 2010-01-28
    • US12178337
    • 2008-07-23
    • Oscar Chi Lim AuMan Cheung Kung
    • Oscar Chi Lim AuMan Cheung Kung
    • H04N11/02
    • H04N19/577H04N19/436H04N19/51H04N19/52H04N19/573H04N19/61
    • Multiple reference frame motion estimation for video frame blocks is provided. A plurality of copies of a block list of a reference frame can be loaded into texture memory. Encoding of video blocks of the video frame can be ordered to allow concurrent encoding of the video blocks. Furthermore, motion vector prediction can be performed concurrently for independent video blocks, the motion vectors can be related to each one of the plurality of copies of the block list of the reference frame and determined for the at least a portion of the plurality of blocks ordered for concurrent encoding. Additionally, a fast motion estimation algorithm can be concurrently performed on a number of video blocks to search surrounding blocks and compute motion vectors. Further, concurrent processing of multiple slices can be performed. Such concurrent processes can leverage the parallel architecture of at least one graphical processing unit.
    • 提供了视频帧块的多参考帧运动估计。 参考帧的块列表的多个副本可以被加载到纹理存储器中。 视频帧的视频块的编码可以被排序以允许视频块的并发编码。 此外,可以针对独立视频块同时执行运动矢量预测,运动矢量可以与参考帧的块列表的多个副本中的每一个相关,并且针对订购的多个块的至少一部分确定 用于并发编码。 另外,可以对多个视频块同时执行快速运动估计算法来搜索周围的块并计算运动矢量。 此外,可以执行多个片的并发处理。 这种并发处理可以利用至少一个图形处理单元的并行架构。
    • 80. 发明申请
    • EFFICIENT ERROR RECOVERY WITH INTRA-REFRESH
    • 有效的错误恢复与内部修复
    • US20090103617A1
    • 2009-04-23
    • US11876026
    • 2007-10-22
    • Oscar Chi Lim AuMengyao Ma
    • Oscar Chi Lim AuMengyao Ma
    • H04N7/26
    • H04N19/107H04N19/164H04N19/172H04N19/176H04N19/182H04N19/48H04N19/51H04N19/61H04N19/895
    • Systems and methodologies for concealing errors related to INTRA-frame losses in a transmitted video signal are provided herein. Systems and methodologies provided herein can refine a lost INTRA-coded frame and its subsequent INTER-coded frames using INTRA-coded macroblocks that are provided in a video bitstream in accordance with a Random INTRA Refresh (RIR) scheme. When an INTRA-frame is lost, INTRA-coded macroblocks can be used to refine neighboring INTER-coded macroblocks based on region filling, spatial interpolation, or other algorithms that are based on the strong correlation between values of adjacent pixels in a video signal. Further, motion compensation can be used to refine an INTER-coded pixel having an INTRA-coded pixel in its motion trajectory.
    • 本文提供了用于隐藏与发送的视频信号中的INTRA帧丢失有关的错误的系统和方法。 本文提供的系统和方法可以使用根据随机INTRA刷新(RIR)方案在视频比特流中提供的INTRA编码的宏块来细化丢失的INTRA编码帧及其随后的INTER编码帧。 当INTRA帧丢失时,INTRA编码的宏块可以用于基于区域填充,空间插值或基于视频信号中相邻像素的值之间的强相关性的其他算法来细化相邻的INTER编码宏块。 此外,可以使用运动补偿来细化其运动轨迹中具有INTRA编码像素的INTER编码像素。