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1. Introduction

This chapter specifies the Neural Network weights obtained by applying the process specified in:

  1.  Design Procedure to two important cases.
  2.  Complexity Reduction to the Neural Network of point 1.and HD

2. Weights for important applications

The weights of the SD (540×960) to HD (1080×1920) and HD (1080×1920) to UHD (2160×3840) up-sampling filters will be downloadable from the MPAI Git.

The average BD-rate loss between an HD video up-sampled with a filter trained for HD to UHD and with a filter trained for SD to HD has been found to be 3.2% for the following video sequences: CatRobot, FoodMarket4, ParkRunning3.

3. Weights of the complexity-reduced network

Will be available at the MPAI Git.

 

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