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DNN System and method for DNN based image or video coding based on an entire codec

机译:DNN基于整个编解码器的基于DNN的图像或视频编码的系统和方法

摘要

Disclosed are a system for DNN-based image or video coding of an entire codec unit and a method thereof. According to a system for the DNN-based image or video coding of the entire codec unit comprises: a network training framework for individually generating and transmitting a learned encoder neural network represented by learning a DNN-based encoder and a learned decoder neural network represented by learning a DNN-based decoder; an encoder for generating a feature vector by encoding an inputted image or video by applying the learned encoder neural network to an inference engine in an encoding process; and a decoder for decoding the feature vector generated by the encoder by applying the learned decoder neural network to the inference engine in a decoding process.
机译:公开了一种用于整个编解码器单元的基于DNN的图像或视频编码的系统及其方法。根据用于整个编解码器单元的基于DNN的图像或视频编码的系统,包括:网络训练框架,用于单独地生成和发送通过学习基于DNN的编码器表示的学习的编码器神经网络和由以DNN表示的学习的解码器神经网络。学习基于DNN的解码器;编码器,其通过在编码过程中通过将学习到的编码器神经网络应用于推理机来对输入的图像或视频进行编码来生成特征矢量;解码器,其通过在解码过程中将学习到的解码器神经网络应用于推理机来解码由编码器生成的特征向量。

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