Title | Compare two images to find differences greater than a threshold value in VB .NET |
Description | This example shows how to compare two images to find differences greater than a threshold value in VB .NET. |
Keywords | image, bitmap, VB.NET, compare, difference, imagediff |
Categories | Graphics, VB.NET |
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When you select two images to compare and click the Go button, the program executes the following code. It loads the two image files into Bitmaps. It finds the smaller of the Bitmaps' widths and heights, and makes a new Bitmap of that size.
Next the program loops over the pixels in the smaller area, comparing the the images' pixels. For each pixel, the program calculates the sum of the squares of the differences between the pixels' red, green, and blue components. It then colors the result pixel depending on whether the value is greater than or less than the threshold value.
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Private Sub btnGo_Click(ByVal sender As System.Object, _
ByVal e As System.EventArgs) Handles btnGo.Click
Me.Cursor = Cursors.WaitCursor
Application.DoEvents()
' Get the threshold.
Dim threshold As Integer = _
Integer.Parse(txtThreshold.Text)
' Load the images.
Dim bm1 As Bitmap = Image.FromFile(txtFile1.Text)
Dim bm2 As Bitmap = Image.FromFile(txtFile2.Text)
' Make a difference image.
Dim wid As Integer = Math.Min(bm1.Width, bm2.Width)
Dim hgt As Integer = Math.Min(bm1.Height, bm2.Height)
Dim bm3 As New Bitmap(wid, hgt)
' Create the difference image.
Dim are_identical As Boolean = True
Dim r1, g1, b1, r2, g2, b2, r3, g3, b3 As Integer
Dim color1, color2 As Color
Dim eq_color As Color = Color.White
Dim ne_color As Color = Color.Red
Dim dr, dg, db, diff As Integer
For x As Integer = 0 To wid - 1
For y As Integer = 0 To hgt - 1
color1 = bm1.GetPixel(x, y)
color2 = bm2.GetPixel(x, y)
dr = CInt(color1.R) - color2.R
dg = CInt(color1.G) - color2.G
db = CInt(color1.B) - color2.B
diff = dr * dr + dg * dg + db * db
If diff <= threshold Then
bm3.SetPixel(x, y, eq_color)
Else
bm3.SetPixel(x, y, ne_color)
are_identical = False
End If
Next y
Next x
' Display the result.
picResult.Image = bm3
Me.Cursor = Cursors.Default
If (bm1.Width <> bm2.Width) OrElse (bm1.Height <> _
bm2.Height) Then are_identical = False
If are_identical Then
MessageBox.Show("The images are identical")
Else
MessageBox.Show("The images are different")
End If
bm1.Dispose()
bm2.Dispose()
End Sub
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