NAMA:SERI
RAHAYU
NPM: 1111144
NPM: 1111144
PENGOLAHAN
CITRA
Macam –macam jenis pengolahan citra yaitu:
1.GRAYSCALE
2.NEGATIF
3.BRIGHTNESS
4.BINER
5.ROTATE 90
6.CONTRAST
7.SMOOTHING
8.INVERSI
9.LOGARITMIK
10.WEIGHTED SMOOTING
11.LOW PASS
12.HIGH PASS
13.ROTATE 180
TAMPILAN NYA;
BERIKUT INI LISTING PROGRAM DAN TAMPILANNYA
Public Class Form1
Dim gambar As Bitmap
Private Sub Form1_Load(ByVal
sender As System.Object, ByVal e As
System.EventArgs) Handles MyBase.Load
End Sub
Private Sub OPENCITRAToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
OPENCITRAToolStripMenuItem.Click
OFD.Filter = "BMP|*.bmp|JPG|*.Jpg"
OFD.ShowDialog()
If
OFD.FileName = "" Then Exit Sub
pic1.Image =
Image.FromFile(OFD.FileName)
gambar = New
Bitmap(pic1.Image)
End Sub
Private Sub SAVECITRAToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
SAVECITRAToolStripMenuItem.Click
SFD.Filter = "BMP|*.bmp|JPG|*.Jpg"
SFD.ShowDialog()
If
SFD.FileName = "" Then Exit Sub
If
SFD.FilterIndex = 1 Then
gambar.Save(SFD.FileName,
System.Drawing.Imaging.ImageFormat.Jpeg)
End If
If
SFD.FilterIndex = 2 Then
gambar.Save(SFD.FileName,
System.Drawing.Imaging.ImageFormat.Bmp)
End If
End Sub
Private Sub DEFAULTGAMBARToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles DEFAULTGAMBARToolStripMenuItem.Click
gambar = New
Bitmap(pic1.Image)
End Sub
Private Sub KELUARToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
KELUARToolStripMenuItem.Click
End
End Sub
1.GRAYSCALE
LISTING PROGRAM;
Private Sub GRAYSCALEToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
GRAYSCALEToolStripMenuItem.Click
Dim pb,
pc As Integer
Dim rt,
vM, vH, vB As Double
With
gambar
For
pb = 0 To .Height - 1
For
pc = 0 To .Width - 1
vM = .GetPixel(pc, pb).R
vH = .GetPixel(pc, pb).G
vB = .GetPixel(pc, pb).B
rt = (vM + vH + vB) / 3
.SetPixel(pc, pb,
Color.FromArgb(rt, rt, rt))
Next
pic2.Image = gambar
pic2.Refresh()
Next
End With
End Sub
2.NEGATIF
LISTING PROGRAM;
Private Sub NEGATIFToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
NEGATIFToolStripMenuItem.Click
Dim pb,
pc As Integer
Dim vM,
vH, vB As Double
With
gambar
For
pb = 0 To .Height - 1
For
pc = 0 To .Width - 1
vM = 255 - .GetPixel(pc,
pb).R
vH = 255 - .GetPixel(pc,
pb).G
vB = 255 - .GetPixel(pc,
pb).B
If vM <=
0 Then vM = 0
If
vB <= 0 Then vB = 0
If
vH <= 0 Then vH = 0
.SetPixel(pc, pb,
Color.FromArgb(vM, vH, vB))
Next
pic2.Image = gambar
pic2.Refresh()
Next
End With
End Sub
3.BRIGHTNESS
LISTING PROGRAM;
Private Sub BRIGHTToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
BRIGHTToolStripMenuItem.Click
Dim pb,
pc As Integer
Dim vM,
vH, vB As Double
With
gambar
For
pb = 0 To .Height - 1
For
pc = 0 To .Width - 1
vM = .GetPixel(pc, pb).R +
5
vH = .GetPixel(pc, pb).G + 5
vB = .GetPixel(pc, pb).B +
5
If
vM > 255 Then vM = 255
If
vB > 255 Then vB = 255
If
vH > 255 Then vH = 255
.SetPixel(pc, pb,
Color.FromArgb(vM, vH, vB))
Next
pic2.Image = gambar
pic2.Refresh()
Next
End With
End Sub
4.BINER
LISTING PROGRAM;
Private Sub BINERToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
BINERToolStripMenuItem.Click
Dim pb,
pc As Integer
Dim
rata, vM, vH, vB As Double
With
gambar
For
pb = 0 To .Height - 1
For
pc = 0 To .Width - 1
vM = .GetPixel(pc, pb).R
vH = .GetPixel(pc, pb).G
vB = .GetPixel(pc, pb).B
rata = (vM + vH + vB) / 3
If
(rata < 128) Then
vM = 0
vH = 0
vB = 0
Else
vM = 255
vH = 255
vB = 255
End
If
.SetPixel(pc, pb,
Color.FromArgb(vM, vH, vB))
Next
pic2.Image = gambar
pic2.Refresh()
Next
End With
End Sub
5.ROTATE 90
LISTING PROGRAM;
Private Sub ROTATE90ToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
ROTATE90ToolStripMenuItem.Click
Dim rgb
As Image
rgb = pic2.Image
If rgb IsNot Nothing Then rgb.RotateFlip(RotateFlipType.Rotate90FlipXY)
pic2.Image = rgb
End Sub
6.CONTRAST
LISTING PROGRAM;
Private Sub CONTRASTToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
CONTRASTToolStripMenuItem.Click
gambar = New
Bitmap(pic1.Image)
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image)
Dim DX As Integer = 1
Dim DY As Integer = 1
Dim
Red, Green, Blue As Integer
Dim X,
Y As Integer
Dim tc As Integer
tc = 5
With
tempbmp
For
X = DX To .Height - DX - 1
For
Y = DY To .Width - DY - 1
Red = CInt(.GetPixel(Y, X).R)
Green = CInt(.GetPixel(Y, X).G)
Blue = CInt(.GetPixel(Y, X).B)
'Grey
= (Red + Green + Blue) / 3 'konversi warna pada pixel Y,X ke grey
Red = Red * tc
Blue = Blue * tc
Green = Green * tc
If
(Red > 255) Then
Red = 255
End
If
If
(Blue > 255) Then
Blue = 255
End
If
If
(Green > 255) Then
Green = 255
End
If
gambar.SetPixel(Y, X,
Color.FromArgb(Red, Green, Blue))
Next
If
X Mod 10 = 0 Then
pic1.Invalidate()
pic2.Refresh()
End
If
Next
End With
End Sub
7.SMOOTHING
LISTING PROGRAM;
Private Sub SMOTHINGToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
SMOTHINGToolStripMenuItem.Click
Dim
MF(2, 2) As Double
'MaskFilter.Show()
'matriks
Filter
' 0 1 2
'0 a b c
'1 d e f
'2 g h i
'Filter
smoothing
MF(0, 0) = 1 / 9 'a
MF(0, 1) = 1 / 9 'b
MF(0, 2) = 1 / 9 'c
MF(1, 0) = 1 / 9 'd
MF(1, 1) = 1 / 9 'e
MF(1, 2) = 1 / 9 'f
MF(2, 0) = 1 / 9 'g
MF(2, 1) = 1 / 9 'h
MF(2, 2) = 1 / 9 'i
gambar = New
Bitmap(pic1.Image)
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image)
Dim DX As Integer = 1
Dim DY As Integer = 1
Dim Red
As Integer,
Green As Integer,
Blue As Integer
With
gambar
For
i = DX To .Height - DX - 1
For
j = DY To .Width - DY - 1
'proses
matriks filter
'point(j,i)*e
--> titik tengah
Red = CInt(.GetPixel(j, i).R) * MF(1, 1)
Green = CInt(.GetPixel(j, i).G) * MF(1, 1)
Blue = CInt(.GetPixel(j, i).B) * MF(1, 1)
'proses
titik tetangga
'point(j-1,i-1)*a-->
MF(0,0)--> titik kiri atas
If
j - 1 < 1 And i - 1 < 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i - 1).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j - 1, i - 1).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i - 1).B) * MF(0, 0))
End
If
'point(j,i-1)*b
--> MF(0,1) --> titik atas
If
i - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 1))
Else
Red = Red + (CInt(.GetPixel(j, i - 1).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i - 1).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i - 1).B) * MF(0, 1))
End
If
'point(j+1,i-1)*c
--> MF(0,2) --> titik kanan atas
If
j + 1 > .Width - DY - 1 And i - 1 > 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i - 1).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j + 1, i - 1).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i - 1).B) * MF(0, 2))
End
If
'point(j-1,i)*d
--> MF(1,0) --> titik kiri
If
j - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j - 1, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i).B) * MF(1, 0))
End
If
'point(j+1,i)*f
--> MF(1,2) --> titik kanan
If
j + 1 > .Width - DY - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j + 1, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i).B) * MF(1, 2))
End
If
'point(j-1,i+1)*g
--> MF(2,0) --> titik kiri bawah
If
j - 1 < 1 And i + 1 > .Height - DX - 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i + 1).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j - 1, i + 1).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i + 1).B) * MF(2, 0))
End
If
'point(j,i+1)*g
--> MF(2,1) --> titik bawah
If
i + 1 > .Height - DX - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 1))
Else
Red = Red + (CInt(.GetPixel(j, i + 1).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i + 1).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i + 1).B) * MF(2, 1))
End
If
'point(j+1,i+1)*h
--> MF(2,2) --> titik kanan bawah
If
j + 1 > .Width - DY - 1 And i + 1 >
.Height - DX - 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i + 1).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j + 1, i + 1).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i + 1).B) * MF(2, 2))
End
If
'normalisasi
If
Red < 0 Then
Red = 0
Else
If Red > 255 Then
Red = 255
End If
End
If
If
Green < 0 Then
Green = 0
Else
If Green > 255 Then
Green = 255
End If
End
If
If
Blue < 0 Then
Blue = 0
Else
If Blue > 255 Then
Blue = 255
End If
End
If
'simpan
warna hasil smoothing ke point j,i
gambar.SetPixel(j, i,
Color.FromArgb(Red, Green, Blue))
Next
If
i Mod 10 = 0 Then
pic1.Invalidate()
Me.Text
= Int(100 * i / (pic1.Image.Height - 2)).ToString & "%"
pic1.Refresh()
End
If
Next
End With
pic1.Refresh()
Me.Text
= "Proses Smoothing Image berhasil"
End Sub
8.INVERSI
LISTING PROGRAM;
Private Sub INVERSIToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
INVERSIToolStripMenuItem.Click
Dim
inVal As Object
inVal = InputBox("Berapa Bit ? ", "Inversi", "8")
If
inVal <> "" Then
gambar = New
Bitmap(pic1.Image) 'Gambar asli dijadikan gambar
Bitmap
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image) 'deklarasi gambar Bitmap dari gambar
asli untuk diproses
Dim
DX As Integer =
1
Dim
DY As Integer =
1
Dim
mBit, Red As Integer,
Green As Integer,
Blue As Integer,
Grey As Integer
Dim
X, Y As Integer
mBit = CInt(inVal)
With
tempbmp
For
X = DX To .Height - DX - 1
For
Y = DY To .Width - DY - 1
Red = CInt((Math.Pow(2, mBit) - 1)) - CInt(.GetPixel(Y, X).R) 'ambil
nilai warna merah (Red) pada pixel(Y,X)
Green = CInt((Math.Pow(2, mBit) - 1)) - CInt(.GetPixel(Y, X).G) 'ambil
nilai warna hijau (Green) pada pixel(Y,X)
Blue = CInt((Math.Pow(2, mBit) - 1)) - CInt(.GetPixel(Y, X).B) 'ambil
nilai warna biru (Blue) pada pixel(Y,X)
If (Red > 255) Then
Red = 255
Else
If Red < 0 Then
Red = 0
End If
End
If
If Green > 255 Then
Green = 255
Else
If Green < 0 Then
Green = 0
End If
End If
If Blue > 255 Then
Blue = 255
Else
If Blue < 0 Then
Blue = 0
End If
End If
gambar.SetPixel(Y, X,
Color.FromArgb(Red, Green, Blue)) 'simpan warna baru
pada pixel(Y,X)
Next
If
X Mod 10 = 0 Then
pic1.Invalidate()
pic1.Refresh()
End
If
Next
End
With
pic1.Refresh()
Me.Text
= "Pengolahan Citra : Proses Inversi Scale
berhasil"
End If
End Sub
9.LOGARITMIK
LISTING PROGRAM;
Private Sub LOGARITMIKToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
LOGARITMIKToolStripMenuItem.Click
Dim tL As Object
tL = InputBox("Masukan
Nilai C : ", "Transformasi
Logaritmik", "0")
If tL
<> "" Then
gambar = New
Bitmap(pic1.Image) 'Gambar asli dijadikan gambar
Bitmap
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image) 'deklarasi gambar Bitmap dari
gambar asli untuk diproses
Dim
DX As Integer =
1
Dim
DY As Integer =
1
Dim
c, Red As Integer,
Green As Integer,
Blue As Integer,
Grey As Integer
Dim
X, Y As Integer
c = CDbl(tL)
With
tempbmp
For
X = DX To .Height - DX - 1
For
Y = DY To .Width - DY - 1
Red = c * Math.Log(CInt(.GetPixel(Y, X).R) + 1) 'ambil
nilai warna merah (Red) pada pixel(Y,X)
Green = c * Math.Log(CInt(.GetPixel(Y, X).G) + 1) 'ambil
nilai warna hijau (Green) pada pixel(Y,X)
Blue = c * Math.Log(CInt(.GetPixel(Y, X).B) + 1) 'ambil
nilai warna biru (Blue) pada pixel(Y,X)
If (Red > 255) Then
Red = 255
Else
If Red < 0 Then
Red = 0
End If
End If
If Green > 255 Then
Green = 255
Else
If Green < 0 Then
Green = 0
End If
End If
If Blue > 255 Then
Blue = 255
Else
If Blue < 0 Then
Blue = 0
End If
End If
gambar.SetPixel(Y, X,
Color.FromArgb(Red, Green, Blue)) 'simpan warna baru
pada pixel(Y,X)
Next
If
X Mod 10 = 0 Then
pic1.Invalidate()
pic1.Refresh()
End
If
Next
End
With
pic1.Refresh()
Me.Text
= "Pengolahan Citra : Proses Transformasi
Logaritmik berhasil"
End If
End Sub
10.WEIGHTED SMOOTING
LISTING PROGRAM;
Private Sub WeightedSmoothingToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
WEIGHTEDSMOOTHINGToolStripMenuItem.Click
Dim
MF(2, 2) As Double
'MaskFilter.Show()
'matriks
Filter
' 0 1 2
'0 a b c
'1 d e f
'2 g h i
'Filter
smoothing
MF(0, 0) = 1 / 16 'a
MF(0, 1) = 2 / 16 'b
MF(0, 2) = 1 / 16 'c
MF(1, 0) = 2 / 16 'd
MF(1, 1) = 4 / 16 'e
MF(1, 2) = 2 / 16 'f
MF(2, 0) = 1 / 16 'g
MF(2, 1) = 2 / 16 'h
MF(2, 2) = 1 / 16 'i
gambar = New
Bitmap(pic1.Image)
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image)
Dim DX As Integer = 1
Dim DY As Integer = 1
Dim Red
As Integer,
Green As Integer,
Blue As Integer
Dim i As Integer, j As Integer
Dim k As Integer, l As Integer 'untuk mask border
With
gambar
For
i = DX To .Height - DX - 1
For
j = DY To .Width - DY - 1
'proses
matriks filter
'point(j,i)*e
--> titik tengah
Red = CInt(.GetPixel(j, i).R) * MF(1, 1)
Green = CInt(.GetPixel(j, i).G) * MF(1, 1)
Blue = CInt(.GetPixel(j, i).B) * MF(1, 1)
'proses
titik tetangga
'point(j-1,i-1)*a-->
MF(0,0)--> titik kiri atas
If
j - 1 < 1 And i - 1 < 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i - 1).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j - 1, i - 1).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i - 1).B) * MF(0, 0))
End
If
'point(j,i-1)*b
--> MF(0,1) --> titik atas
If
i - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 1))
Else
Red = Red + (CInt(.GetPixel(j, i - 1).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i - 1).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i - 1).B) * MF(0, 1))
End
If
'point(j+1,i-1)*c
--> MF(0,2) --> titik kanan atas
If
j + 1 > .Width - DY - 1 And i - 1 > 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i - 1).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j + 1, i - 1).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i - 1).B) * MF(0, 2))
End
If
'point(j-1,i)*d
--> MF(1,0) --> titik kiri
If
j - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j - 1, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i).B) * MF(1, 0))
End
If
'point(j+1,i)*f
--> MF(1,2) --> titik kanan
If
j + 1 > .Width - DY - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j + 1, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i).B) * MF(1, 2))
End
If
'point(j-1,i+1)*g
--> MF(2,0) --> titik kiri bawah
If
j - 1 < 1 And i + 1 > .Height - DX - 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i + 1).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j - 1, i + 1).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i + 1).B) * MF(2, 0))
End
If
'point(j,i+1)*g
--> MF(2,1) --> titik bawah
If
i + 1 > .Height - DX - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 1))
Else
Red = Red + (CInt(.GetPixel(j, i + 1).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i + 1).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i + 1).B) * MF(2, 1))
End
If
'point(j+1,i+1)*h
--> MF(2,2) --> titik kanan bawah
If
j + 1 > .Width - DY - 1 And i + 1 >
.Height - DX - 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i + 1).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j + 1, i + 1).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i + 1).B) * MF(2, 2))
End
If
'normalisasi
If
Red < 0 Then
Red = 0
Else
If Red > 255 Then
Red = 255
End If
End
If
If
Green < 0 Then
Green = 0
Else
If Green > 255 Then
Green = 255
End If
End
If
If
Blue < 0 Then
Blue = 0
Else
If Blue > 255 Then
Blue = 255
End If
End
If
'simpan
warna hasil smoothing ke point j,i
gambar.SetPixel(j, i,
Color.FromArgb(Red, Green, Blue))
Next
If
i Mod 10 = 0 Then
pic1.Invalidate()
Me.Text
= Int(100 * i / (pic1.Image.Height - 2)).ToString & "%"
pic1.Refresh()
End
If
Next
End With
pic1.Refresh()
Me.Text
= "Proses Weighted Smoothing Image
berhasil"
End Sub
11.LOW PASS
LISTIING PROGRAM;
Private Sub LOWPASSToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
LOWPASSToolStripMenuItem.Click
Dim
MF(2, 2) As Double
'MaskFilter.Show()
'matriks
Filter
' 0 1 2
'0 a b c
'1 d e f
'2 g h i
'Filter smoothing
MF(0, 0) = 0 'a
MF(0, 1) = -1 'b
MF(0, 2) = 0 'c
MF(1, 0) = -1 'd
MF(1, 1) = 4 'e
MF(1, 2) = -1 'f
MF(2, 0) = 0 'g
MF(2, 1) = -1 'h
MF(2, 2) = 0 'i
gambar = New
Bitmap(pic1.Image)
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image)
Dim DX As Integer = 1
Dim DY As Integer = 1
Dim Red
As Integer,
Green As Integer,
Blue As Integer
Dim i As Integer, j As Integer
Dim k As Integer, l As Integer 'untuk mask border
With
gambar
For
i = DX To .Height - DX - 1
For
j = DY To .Width - DY - 1
'proses
matriks filter
'point(j,i)*e
--> titik tengah
Red = CInt(.GetPixel(j, i).R) * MF(1, 1)
Green = CInt(.GetPixel(j, i).G) * MF(1, 1)
Blue = CInt(.GetPixel(j, i).B) * MF(1, 1)
'proses
titik tetangga
'point(j-1,i-1)*a-->
MF(0,0)--> titik kiri atas
If
j - 1 < 1 And i - 1 < 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i - 1).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j - 1, i - 1).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i - 1).B) * MF(0, 0))
End
If
'point(j,i-1)*b
--> MF(0,1) --> titik atas
If
i - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 1))
Else
Red = Red + (CInt(.GetPixel(j, i - 1).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i - 1).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i - 1).B) * MF(0, 1))
End
If
'point(j+1,i-1)*c
--> MF(0,2) --> titik kanan atas
If
j + 1 > .Width - DY - 1 And i - 1 > 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i - 1).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j + 1, i - 1).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i - 1).B) * MF(0, 2))
End
If
'point(j-1,i)*d
--> MF(1,0) --> titik kiri
If
j - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j - 1, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i).B) * MF(1, 0))
End
If
'point(j+1,i)*f
--> MF(1,2) --> titik kanan
If
j + 1 > .Width - DY - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j + 1, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i).B) * MF(1, 2))
End
If
'point(j-1,i+1)*g
--> MF(2,0) --> titik kiri bawah
If
j - 1 < 1 And i + 1 > .Height - DX - 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i + 1).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j - 1, i + 1).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i + 1).B) * MF(2, 0))
End
If
'point(j,i+1)*g
--> MF(2,1) --> titik bawah
If
i + 1 > .Height - DX - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j,
i).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 1))
Else
Red = Red + (CInt(.GetPixel(j, i + 1).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i + 1).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i + 1).B) * MF(2, 1))
End If
'point(j+1,i+1)*h
--> MF(2,2) --> titik kanan bawah
If
j + 1 > .Width - DY - 1 And i + 1 >
.Height - DX - 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i + 1).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j + 1, i + 1).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i + 1).B) * MF(2, 2))
End
If
'normalisasi
If
Red < 0 Then
Red = 0
Else
If Red > 255 Then
Red = 255
End If
End
If
If
Green < 0 Then
Green = 0
Else
If Green > 255 Then
Green = 255
End If
End
If
If
Blue < 0 Then
Blue = 0
Else
If Blue > 255 Then
Blue = 255
End If
End
If
'simpan
warna hasil smoothing ke point j,i
gambar.SetPixel(j, i,
Color.FromArgb(Red, Green, Blue))
Next
If
i Mod 10 = 0 Then
pic1.Invalidate()
Me.Text
= Int(100 * i / (pic1.Image.Height - 2)).ToString & "%"
pic1.Refresh()
End
If
Next
End With
pic1.Refresh()
Me.Text
= "Proses Low Pass Image berhasil"
End Sub
12.HIGH PASS
LISTING PROGRAM;
Private Sub HIGHPASSToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
HIGHPASSToolStripMenuItem.Click
Dim
MF(2, 2) As Double
'MaskFilter.Show()
'matriks Filter
' 0 1 2
'0 a b c
'1 d e f
'2 g h i
'Filter
smoothing
MF(0, 0) = -1 'a
MF(0, 1) = -1 'b
MF(0, 2) = -1 'c
MF(1, 0) = -1 'd
MF(1, 1) = 8 'e
MF(1, 2) = -1 'f
MF(2, 0) = -1 'g
MF(2, 1) = -1 'h
MF(2, 2) = -1 'i
gambar = New
Bitmap(pic1.Image)
pic2.Image = gambar
Dim
tempbmp As New
Bitmap(pic1.Image)
Dim DX As Integer = 1
Dim DY As Integer = 1
Dim Red
As Integer,
Green As Integer,
Blue As Integer
Dim i As Integer, j As Integer
Dim k As Integer, l As Integer 'untuk mask border
With
gambar
For
i = DX To .Height - DX - 1
For
j = DY To .Width - DY - 1
'proses
matriks filter
'point(j,i)*e
--> titik tengah
Red = CInt(.GetPixel(j, i).R) * MF(1, 1)
Green = CInt(.GetPixel(j, i).G) * MF(1, 1)
Blue = CInt(.GetPixel(j, i).B) * MF(1, 1)
'proses
titik tetangga
'point(j-1,i-1)*a-->
MF(0,0)--> titik kiri atas
If
j - 1 < 1 And i - 1 < 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i - 1).R) * MF(0, 0))
Green = Green + (CInt(.GetPixel(j - 1, i - 1).G) * MF(0, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i - 1).B) * MF(0, 0))
End
If
'point(j,i-1)*b
--> MF(0,1) --> titik atas
If
i - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 1))
Else
Red = Red + (CInt(.GetPixel(j, i - 1).R) * MF(0, 1))
Green = Green + (CInt(.GetPixel(j, i - 1).G) * MF(0, 1))
Blue = Blue + (CInt(.GetPixel(j, i - 1).B) * MF(0, 1))
End
If
'point(j+1,i-1)*c
--> MF(0,2) --> titik kanan atas
If
j + 1 > .Width - DY - 1 And i - 1 > 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(0, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i - 1).R) * MF(0, 2))
Green = Green + (CInt(.GetPixel(j + 1, i - 1).G) * MF(0, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i - 1).B) * MF(0, 2))
End
If
'point(j-1,i)*d
--> MF(1,0) --> titik kiri
If
j - 1 < 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i).R) * MF(1, 0))
Green = Green + (CInt(.GetPixel(j - 1, i).G) * MF(1, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i).B) * MF(1, 0))
End
If
'point(j+1,i)*f
--> MF(1,2) --> titik kanan
If
j + 1 > .Width - DY - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(1, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i).R) * MF(1, 2))
Green = Green + (CInt(.GetPixel(j + 1, i).G) * MF(1, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i).B) * MF(1, 2))
End
If
'point(j-1,i+1)*g
--> MF(2,0) --> titik kiri bawah
If
j - 1 < 1 And i + 1 > .Height - DX - 1 Then 'jika out of border
ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 0))
Else
Red = Red + (CInt(.GetPixel(j - 1, i + 1).R) * MF(2, 0))
Green = Green + (CInt(.GetPixel(j - 1, i + 1).G) * MF(2, 0))
Blue = Blue + (CInt(.GetPixel(j - 1, i + 1).B) * MF(2, 0))
End
If
'point(j,i+1)*g
--> MF(2,1) --> titik bawah
If
i + 1 > .Height - DX - 1 Then 'jika out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 1))
Else
Red = Red + (CInt(.GetPixel(j, i + 1).R) * MF(2, 1))
Green = Green + (CInt(.GetPixel(j, i + 1).G) * MF(2, 1))
Blue = Blue + (CInt(.GetPixel(j, i + 1).B) * MF(2, 1))
End
If
'point(j+1,i+1)*h
--> MF(2,2) --> titik kanan bawah
If
j + 1 > .Width - DY - 1 And i + 1 >
.Height - DX - 1 Then 'jika
out of border ambil nilai tengah/point(x,y)
Red = Red + (CInt(.GetPixel(j, i).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j, i).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j, i).B) * MF(2, 2))
Else
Red = Red + (CInt(.GetPixel(j + 1, i + 1).R) * MF(2, 2))
Green = Green + (CInt(.GetPixel(j + 1, i + 1).G) * MF(2, 2))
Blue = Blue + (CInt(.GetPixel(j + 1, i + 1).B) * MF(2, 2))
End
If
'normalisasi
If
Red < 0 Then
Red = 0
Else
If Red > 255 Then
Red = 255
End If
End
If
If
Green < 0 Then
Green = 0
Else
If Green > 255 Then
Green = 255
End If
End
If
If
Blue < 0 Then
Blue = 0
Else
If Blue > 255 Then
Blue = 255
End If
End
If
'simpan
warna hasil smoothing ke point j,i
gambar.SetPixel(j, i,
Color.FromArgb(Red, Green, Blue))
Next
If
i Mod 10 = 0 Then
pic1.Invalidate()
Me.Text
= Int(100 * i / (pic1.Image.Height - 2)).ToString & "%"
pic1.Refresh()
End
If
Next
End With
pic1.Refresh()
Me.Text
= "Proses High Pass Image berhasil"
End Sub
13.ROTATE 180
LISTING PROGRAM;
Private Sub ROTATE180ToolStripMenuItem_Click(ByVal sender As
System.Object, ByVal e As
System.EventArgs) Handles
ROTATE180ToolStripMenuItem.Click
Dim pb,
pc As Integer
Dim vM,
vH, vB As Double
Dim
gambar3 As Bitmap = New
Bitmap(pic1.Image)
With
gambar
For
pb = .Height - 1 To 0 Step
-1
For
pc = .Width - 1 To 0 Step
-1
vM = .GetPixel(pc, pb).R
vH = .GetPixel(pc, pb).G
vB = .GetPixel(pc, pb).B
gambar3.SetPixel(.Width - 1
- pc, .Height - 1 - pb, Color.FromArgb(vM, vH, vB))
Next
pic2.Image = gambar3
pic2.Refresh()
Next
End With
End Sub
End Class
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