An Intra-frame Coding Optimization Method Based on Deep Learning
A technology of intra-frame coding and optimization method, which is applied in the field of video coding, can solve the problem that the coding quality and coding complexity cannot be balanced, and achieve the effect of reducing coding complexity, realizing real-time coding, and reducing the burden
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[0038] Such as figure 1 As shown, the deep learning-based intra-frame coding optimization method of this embodiment performs texture analysis on the input video data before intra-frame prediction, and directly assigns the corresponding prediction mode to the video data that can determine the prediction mode after the texture analysis. The video data with uncertain mode is put into the neural network for prediction and then given the corresponding prediction mode, and then the code corresponding to the mode is obtained, and finally the data after intra-frame prediction is obtained through these mode codes.
[0039] First, texture analysis is performed on the input video data before intra prediction, such as figure 2 As shown, this step includes the following steps:
[0040] S1: Divide the input video data into multiple prediction units (PU, Predict Unit);
[0041] S2: Normalize the brightness component in each prediction unit; normalize the image, mainly to reduce the influe...
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