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    • 5. 发明授权
    • Electronic video image stabilization
    • 电子视频图像稳定
    • US07840085B2
    • 2010-11-23
    • US11487078
    • 2006-07-14
    • Raghavendra C. NagarajNarendranath Malayath
    • Raghavendra C. NagarajNarendranath Malayath
    • G06K9/40
    • H04N5/23267H04N5/23248H04N5/23254H04N5/23264H04N19/14H04N19/527
    • This disclosure describes electronic video image stabilization techniques for imaging and video devices. The techniques involve determining motion and spatial statistics for individual macroblocks of a frame, and determining a global motion vector for the frame based on the statistics of each of the macroblocks. In one embodiment, a method of performing electronic image stabilization includes performing spatial estimation on each of a plurality of macroblocks within a frame of an image to obtain spatial statistics for each of the macroblocks, performing motion estimation on each of the plurality of macroblocks to obtain motion statistics for each of the macroblocks, integrating the spatial statistics and the motion statistics of each of the macroblocks to determine a global motion vector for the frame, and offsetting the image with respect to a reference window according to the global motion vector.
    • 本公开描述了用于成像和视频设备的电子视频图像稳定技术。 这些技术涉及确定帧的各个宏块的运动和空间统计,以及基于每个宏块的统计来确定该帧的全局运动矢量。 在一个实施例中,执行电子图像稳定的方法包括对图像的帧内的多个宏块中的每一个执行空间估计,以获得每个宏块的空间统计,对多个宏块中的每一个执行运动估计以获得 对每个宏块进行运动统计,对每个宏块的空间统计和运动统计进行积分,以确定该帧的全局运动矢量,以及根据全局运动矢量相对于参考窗口偏移该图像。
    • 7. 发明授权
    • Multi-dimensional neighboring block prediction for video encoding
    • 视频编码的多维相邻块预测
    • US08761259B2
    • 2014-06-24
    • US11533745
    • 2006-09-20
    • Kai WangNarendranath MalayathRaghavendra C. Nagaraj
    • Kai WangNarendranath MalayathRaghavendra C. Nagaraj
    • H04B1/66H04N7/12H04N11/02H04N11/04
    • H04N19/57H04N19/109H04N19/197H04N19/43H04N19/52H04N19/56H04N19/567H04N19/61
    • The motion estimation techniques and video encoding device(s) described use a two dimensional pipeline to generate accurate motion estimation parameters for a current video block. The two dimensional pipeline uses previously calculated motion estimation parameters of relevant neighboring video blocks, including a preceding video block on a same row as the current video block, prior to the generation of the accurate motion vectors, motion vector predictors, and mode decision of the current video block. The use of the two dimensional pipeline allows accurate motion vector prediction from neighboring video blocks previously not available, in the computation of motion vectors. Three engines may be used in the two dimensional pipeline, a fetch engine, an integer search engine and a fractional and spatial search engine. While the fetch engine and fraction and spatial search engine operate on one row, the integer search engine operates on another row.
    • 所描述的运动估计技术和视频编码装置使用二维流水线来产生当前视频块的精确运动估计参数。 在生成准确的运动矢量,运动矢量预测器和模式决定之前,二维管线使用先前计算出的相关相邻视频块的运动估计参数,包括与当前视频块相同的行上的先前视频块 当前视频块。 在运动矢量的计算中,使用二维流水线允许来自先前不可用的相邻视频块的精确的运动矢量预测。 三维发动机可用于二维管道,取出引擎,整数搜索引擎和分数和空间搜索引擎。 当提取引擎和分数和空间搜索引擎在一行上运行时,整数搜索引擎在另一行上运行。
    • 8. 发明申请
    • Electronic video image stabilization
    • 电子视频图像稳定
    • US20070236578A1
    • 2007-10-11
    • US11487078
    • 2006-07-14
    • Raghavendra C. NagarajNarendranath Malayath
    • Raghavendra C. NagarajNarendranath Malayath
    • H04N5/228
    • H04N5/23267H04N5/23248H04N5/23254H04N5/23264H04N19/14H04N19/527
    • This disclosure describes electronic video image stabilization techniques for imaging and video devices. The techniques involve determining motion and spatial statistics for individual macroblocks of a frame, and determining a global motion vector for the frame based on the statistics of each of the macroblocks. In one embodiment, a method of performing electronic image stabilization includes performing spatial estimation on each of a plurality of macroblocks within a frame of an image to obtain spatial statistics for each of the macroblocks, performing motion estimation on each of the plurality of macroblocks to obtain motion statistics for each of the macroblocks, integrating the spatial statistics and the motion statistics of each of the macroblocks to determine a global motion vector for the frame, and offsetting the image with respect to a reference window according to the global motion vector.
    • 本公开描述了用于成像和视频设备的电子视频图像稳定技术。 这些技术涉及确定帧的各个宏块的运动和空间统计,以及基于每个宏块的统计来确定该帧的全局运动矢量。 在一个实施例中,执行电子图像稳定的方法包括对图像的帧内的多个宏块中的每一个执行空间估计,以获得每个宏块的空间统计,对多个宏块中的每一个执行运动估计以获得 对每个宏块进行运动统计,对每个宏块的空间统计和运动统计进行积分,以确定该帧的全局运动矢量,以及根据全局运动矢量相对于参考窗口偏移该图像。