CompareImages - Images comparison

Estimator between 2 images.

Detailed description

This application computes MSE (Mean Squared Error), MAE (Mean Absolute Error) and PSNR (Peak Signal to Noise Ratio) between the channel of two images (reference and measurement). The user has to set the used channel and can specify a ROI.

Parameters

This section describes in details the parameters available for this application. Table [1] presents a summary of these parameters and the parameters keys to be used in command-line and programming languages. Application key is CompareImages .

[1]Table: Parameters table for Images comparison.
Parameter Key Parameter Name Parameter Type
ref Reference image properties Group
ref.in Reference image Input image
ref.channel Reference image channel Int
meas Measured image properties Group
meas.in Measured image Input image
meas.channel Measured image channel Int
roi Region Of Interest (relative to reference image) Group
roi.startx Start X Int
roi.starty Start Y Int
roi.sizex Size X Int
roi.sizey Size Y Int
mse MSE Float
mae MAE Float
psnr PSNR Float
count count Float
ram Available RAM (Mb) Int
inxml Load otb application from xml file XML input parameters file
outxml Save otb application to xml file XML output parameters file

[Reference image properties]

  • Reference image: Image used as reference in the comparison.
  • Reference image channel: Used channel for the reference image.

[Measured image properties]

  • Measured image: Image used as measured in the comparison.
  • Measured image channel: Used channel for the measured image.

[Region Of Interest (relative to reference image)]

  • Start X: ROI start x position.
  • Start Y: ROI start y position.
  • Size X: Size along x in pixels.
  • Size Y: Size along y in pixels.

MSE: Mean Squared Error value.

MAE: Mean Absolute Error value.

PSNR: Peak Signal to Noise Ratio value.

count: Nb of pixels which are different.

Available RAM (Mb): Available memory for processing (in MB).

Load otb application from xml file: Load otb application from xml file.

Save otb application to xml file: Save otb application to xml file.

Example

To run this example in command-line, use the following:

otbcli_CompareImages -ref.in GomaApres.png -ref.channel 1 -meas.in GomaAvant.png -meas.channel 2 -roi.startx 20 -roi.starty 30 -roi.sizex 150 -roi.sizey 200

To run this example from Python, use the following code snippet:

#!/usr/bin/python

# Import the otb applications package
import otbApplication

# The following line creates an instance of the CompareImages application
CompareImages = otbApplication.Registry.CreateApplication("CompareImages")

# The following lines set all the application parameters:
CompareImages.SetParameterString("ref.in", "GomaApres.png")

CompareImages.SetParameterInt("ref.channel", 1)

CompareImages.SetParameterString("meas.in", "GomaAvant.png")

CompareImages.SetParameterInt("meas.channel", 2)

CompareImages.SetParameterInt("roi.startx", 20)

CompareImages.SetParameterInt("roi.starty", 30)

CompareImages.SetParameterInt("roi.sizex", 150)

CompareImages.SetParameterInt("roi.sizey", 200)

# The following line execute the application
CompareImages.ExecuteAndWriteOutput()

Limitations

None

Authors

This application has been written by OTB-Team.

See Also

These additional resources can be useful for further information:

BandMath application, ImageStatistics