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gopsnr's Introduction

gopsnr

this package calucurate MSE/PSNR. "gocv.io/x/gocv" package is required.

MSE/PSNR

PSNR is most easily defined via the mean squared error (MSE). Given a noise-free m×n monochrome image I and its noisy approximation K, MSE is defined as:

Quick Start

this repository prepares Dockerfile for running OpenCV with Go

make run CMD="go run cmd/gopsnr/main.go img1.jpeg img2.jpeg"

compare: img1.jpeg & img2.jpeg
[MSE] value: +4.092628e-002 [PSNR] value: +6.201078e+001

As Code

package main

import (
	"log"
	"os"

	"github.com/po3rin/gopsnr"
)

func main() {
	println("compare:", os.Args[1], "&", os.Args[2])
	mse, psnr, err := gopsnr.ExecWithFileName(os.Args[1], os.Args[2])
	if err != nil {
		log.Fatal(err)
	}
	println("[MSE] value:", mse, "[PSNR] value:", psnr)
}

Reference

画像処理の基本的なアルゴリズムをgolangで復習 1(平滑化) Image Quality Assessment through FSIM, SSIM, MSE and PSNR―A Comparative Study

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