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NEURAL NETWORK-BASED INTRA PREDICTION FOR VIDEO ENCODING OR DECODING

机译:基于神经网络的视频编码或解码的基于神经网络的帧内预测

摘要

A video coding system is provided that performs intra prediction in a mode using a neural network for block of only a set of specific block sizes. The signaling of this mode is designed to be efficient in terms of rate-distortion under this constraint. Different transformations of the context of a block and the neural network prediction of this block are introduced in order to use one single neural network for predicting blocks of several sizes, as well as the corresponding signaling. The neural network-based prediction mode considers both luminance blocks and chrominance blocks. The video coding system comprises encoder and decoder apparatuses, encoding, decoding and signal generation methods and a signal carrying information corresponding to the described coding mode.
机译:提供了一种视频编码系统,其使用神经网络在模式下执行帧内预测,以块仅是一组特定块大小。 该模式的信令旨在在该约束下的速率失真方面具有高效。 引入了块的上下文和该块的神经网络预测的不同变换,以便使用一个神经网络来预测几种尺寸的块,以及相应的信令。 基于神经网络的预测模式考虑亮度块和色度块。 视频编码系统包括编码器和解码器设备,编码,解码和信号生成方法以及与所描述的编码模式对应的信号携带信息。

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