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Halide_3DNR

3DNR proccessing using Halide

Requirements

1.Halide 12.0.0 or above: https://github.com/halide/Halide

Methods

1.Seperate images to serveral 4x4 blocks.

2.Calculate the difference between base block and others. If difference is larger, weight is smaller.

3.Calculate the difference between block center pixel and surroundings. If difference is larger, weight is smaller.

4.Combine all images multiplied by their weights, to get result image.

Input Images

Input images are reference from https://github.com/zongwave/IPASS/tree/master/Sample

Combine input images to GIF animation

Result

Combine Output images to GIF animation

Usage

  1. Change HALIDE_DISTRIB_PATH to yours in Makefile.inc
HALIDE_DISTRIB_PATH ?= /mnt/d/Software/Halide-12/distrib 
  1. Run Makefile
make test

Reference

3DNR model is reference to https://github.com/zongwave/IPASS

halide_3dnr's People

Contributors

venson-chiang avatar

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