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Improved Video Compression using Perceptual Modeling

机译:使用感知建模改进的视频压缩

摘要

Disclosed are techniques for video stream compression. A motion predicted frame and a current frame of video data are converted from a source color space to a perceptual color space. A delta (Δ) frame is calculated between the current frame and the motion predicted frame. Input color difference values between the current frame and the motion predicted frame are determined and mapped to a normalized output to create a tone mapped color difference image. The tone mapped color difference image and Δ frame are multiplied to obtain a weighted Δ frame. Δ loss is calculated as the difference between the weighted Δ frame and the Δ frame. A variance map of the motion predicted frame is multiplied by the Δ loss to obtain a Δ preservation map. The weighted Δ frame and Δ preservation map are summed to obtain a modified Δ frame which may be transformed, quantized and encoded.
机译:公开了用于视频流压缩的技术。视频数据的运动预测帧和当前帧从源颜色空间转换为感知颜色空间。在当前帧和运动预测帧之间计算增量(Δ)帧。确定当前帧和运动预测帧之间的输入色差值并将其映射到归一化输出以创建色调映射的色差图像。将色调映射的色差图像和Δ帧相乘以获得加权的Δ帧。将Δ损失计算为加权Δ帧和Δ帧之间的差。将运动预测帧的方差图乘以Δ损失以获得Δ保存图。将加权的Δ帧和Δ保存图相加以获得可以被变换,量化和编码的修改的Δ帧。

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