PENGOLAHAN CITRA Ch.3 M E N G O L A H C I T R A M E N J A D I G R A Y S C A L E Bayu Pratama RN [ ]

Praktikum Pengolahan Citra

Chapter 3

PENGOLAHAN CITRA – Ch.3

MENGOLAH CITRA MENJADI GRAYSCALE Bayu Pratama RN [ [email protected] ]

Tujuan Praktikum - Mengetahui cara membuat program yang mengubah image berwarna ke grayscale

INFORMASI Pada praktikum ke-3 ini melanjutkan file yang telah kalian buat dari praktikum ke-2. Sebelumnya lakukan kopi folder proyek yang kalian buat dari praktikum ke-2 (LatihanPengcit2) ke folder LatihanPengcit3. Hal ini karena LatihanPengcit2 nantinya akan digunakan lagi. (Jika kalian ingin membuat dari awal juga tidak apa-apa).

PEMBUATAN CITRA GRAYSCALE Suatu citra digital memiliki format pixel yang berbeda-beda, dan bergantung juga pada tipe citranya. Ada citra digital yang pixelnya hanya mendukung 1 bit (hitam dan putih), 8 bit grayscale, 8 bit warna, dan sampai 24 bit warna. Gambar dengan 24 bit warna terdiri atas 3 komponen yaitu Red (8bit), Green (8bit), dan Blue (8bit). Jika ketiga-tiganya bernilai 0 maka hasilnya adalah hitam. Jika ketiganya bernilai 255 maka hasilnya putih. Namun suatu citra berwarna 24bit juga dapat kita ubah menjadi citra grayscale 24bit. Misalkan kita memiliki suatu pixel P dengan warna 24bit, maka nilai Grayscale dari Pixel P tersebut adalah Gray = ( R + G + B ) / 3 Dimana R,G,B adalah nilai merah, hijau, biru dari pixel P tersebut. Jika kita sudah mendapatkan nilai Gray nya, selanjutnya kita gantikan nilai R,G,B dengan nilai Gray tersebut R = Gray G = Gray B = Gray Algoritmanya adalah sebagai berikut For I:=0 to ImageWidth -1 For J:=0 to ImageHeight -1 Color := GetPixel( I , J ) ; // mengambil pixel pada koordinat (I , J) Gray := ( Color.Red + Color.Green + Color.Blue) / 3 ; Color.Red := Gray ; Color.Green := Gray; Color.Blue := Gray; SetPixel( I , J , Color) ; // mengubah pixel pada koordinat (I , J) End For End For

S1 Teknik Informatika UNS

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Di bawah ini adalah perbandingan citra sebelum dan sesudah manipulasi grayscale Sebelum

Sesudah

Histogram Red (Sebelum)

Histogram Red

Histogram Green (Sebelum)

Histogram Green


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Histogram Blue (Sebelum)

Histogram Blue

Gambar citra yang diubah dari warna menjadi grayscale akan memiliki histogram dengan bentuk/pola yang sama antara histogram R, histogram G, dan histogram B. Hal ini dikarenakan hasil perhitungan Gray = (R+G+B)/3 , yang mengakibatkan pada titik yang sama, nilai Red, Green, Blue menjadi bernilai sama.

BAGAIMANA MEMBUAT PROGRAM YANG BISA MENGUBAH IMAGE KE DALAM GRAYSCALE? Bagian ini melanjutkan source code yang telah dibuat dari praktikum ke-2. 1. Salin folder proyek kalian dan beri nama LatihanPengcit3.

2. Selanjutnya, buka folder baru tersebut. Untuk membuka proyek, kalian bisa melakukan double klik pada file .sln atau file .csproj yang iconnya seperti di bawah ini

3. Proyek anda akan terbuka. Tugas anda selanjutnya adalah menambahkan sebuah Button ke dalam Form dengan property sebagai berikut Nama

Tipe

Property Name

Property Value

button3

Button

Text

GRAYSCALE

Dari ToolBox, klik Button lalu klik pada Form


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4. Pada Form Designer, double klik tombol “GRAYSCALE”

5. Selanjutnya, anda akan berada dalam modus Source Code. Visual Studio akan secara otomatis mengenerate method yang sesuai dengan Event “Click” dari button1, yaitu button3_Click


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6. Kemudian Isikan potongan kode di bawah ini

7. Simpan proyek anda. 8. Jalankan program dengan menekan F5 9. Coba Anda tekan tombol “LOAD”, lalu anda pilih file gambar 10. Selanjutnya anda tekan tombol “GRAYSCALE”. (Anda harus me-load gambar pada langkah no.9)


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11. Berikut ini adalah contoh screenshot nya jika anda berhasil

12. Silakan anda coba coba modifikasi sendiri tampilannya agar sesuai selera anda :P Penjelasan : Program di atas merupakan program sederhana untuk mengubah image warna ke grayscale. Setelah pengguna me-load image dan kemudian menekan tombol “GRAYSCALE”, maka code di dalam method “button3_Click” dijalankan. Proses tersebut sama dengan algoritma yang telah ditulis di atas. Color c = bm.GetPixel( x, y );

Pada code diatas, program mengambil pixel pada koordinat tertentu. Pixel tersebut merubakan suatu object dari class Color, dimana class Color memiliki property R,G, dan B. Untuk membuat Grayscale, seperti yang telah dijelaskan sebelumnya, kita lakukan rata-rata dari R,G,B int Gray = (int) (c.R + c.G + c.B) / 3; Color c2 = Color.FromArgb( c.A, Gray, Gray, Gray );

Jika sudah, hasil penghitungan kita ganti warna pixel dengan warna yang baru yang sudah Grayscale. bm.SetPixel( x, y, c2 ); Proses ini berulang sampai seluruh pixel dala gambar telah menjadi Grayscale.


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REFERENSI CLASS DAN METHOD YANG SERING DIGUNAKAN Namespace : System.Drawing Class : Bitmap Turunan dari Class : Image (Abstract Class) public sealed class Bitmap : System.Drawing.Image Member of System.Drawing Summary: Encapsulates a GDI+ bitmap, which consists of the pixel data for a graphics image and its attributes. A System.Drawing.Bitmap is an object used to work with images defined by pixel data.

Constructor : public Bitmap(string filename) Member of System.Drawing.Bitmap Summary: Initializes a new instance of the System.Drawing.Bitmap class from the specified file. Parameters: filename: The name of the bitmap file. public Bitmap(int width, int height) Member of System.Drawing.Bitmap Summary: Initializes a new instance of the System.Drawing.Bitmap class with the specified size. Parameters: width: The width, in pixels, of the new System.Drawing.Bitmap. height: The height, in pixels, of the new System.Drawing.Bitmap.

Method : public static System.Drawing.Image FromFile(string filename) Member of System.Drawing.Image Summary: Creates an System.Drawing.Image from the specified file. Parameters: filename: A string that contains the name of the file from which to create the System.Drawing.Image. Returns: The System.Drawing.Image this method creates. public System.Drawing.Color GetPixel(int x, int y) Member of System.Drawing.Bitmap Summary: Gets the color of the specified pixel in this System.Drawing.Bitmap.


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Parameters: x: The x-coordinate of the pixel to retrieve. y: The y-coordinate of the pixel to retrieve. Returns: A System.Drawing.Color structure that represents the color of the specified pixel.

public void Save(string filename) Member of System.Drawing.Image Summary: Saves this System.Drawing.Image to the specified file or stream. Parameters: filename: A string that contains the name of the file to which to save this System.Drawing.Image. public void SetPixel(int x, int y, System.Drawing.Color color) Member of System.Drawing.Bitmap Summary: Sets the color of the specified pixel in this System.Drawing.Bitmap. Parameters: x: The x-coordinate of the pixel to set. y: The y-coordinate of the pixel to set. color: A System.Drawing.Color structure that represents the color to assign to the specified pixel.

Property : public int Height { get; } Member of System.Drawing.Image Summary: Gets the height, in pixels, of this System.Drawing.Image. Returns: The height, in pixels, of this System.Drawing.Image. public float HorizontalResolution { get; } Member of System.Drawing.Image Summary: Gets the horizontal resolution, in pixels per inch, of this System.Drawing.Image. Returns: The horizontal resolution, in pixels per inch, of this System.Drawing.Image. public System.Drawing.Imaging.PixelFormat PixelFormat { get; } Member of System.Drawing.Image Summary: Gets the pixel format for this System.Drawing.Image. Returns: A System.Drawing.Imaging.PixelFormat that represents the pixel format for this System.Drawing.Image.


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public System.Drawing.Imaging.ImageFormat RawFormat { get; } Member of System.Drawing.Image Summary: Gets the file format of this System.Drawing.Image. Returns: The System.Drawing.Imaging.ImageFormat that represents the file format of this System.Drawing.Image. public float VerticalResolution { get; } Member of System.Drawing.Image Summary: Gets the vertical resolution, in pixels per inch, of this System.Drawing.Image. Returns: The vertical resolution, in pixels per inch, of this System.Drawing.Image. public int Width { get; } Member of System.Drawing.Image Summary: Gets the width, in pixels, of this System.Drawing.Image. Returns: The width, in pixels, of this System.Drawing.Image.

Namespace : System.Drawing Struct : Color Turunan dari Class : ValueType (Abstract Class) public struct Color Member of System.Drawing Summary: Represents an ARGB (alpha, red, green, blue) color.

Constructor : public Color() Member of System.Drawing.Color

Method : public static System.Drawing.Color FromArgb(int red, int green, int blue) Member of System.Drawing.Color Summary: Creates a System.Drawing.Color structure from the specified 8-bit color values (red, green, and blue). The alpha value is implicitly 255 (fully opaque). Although this method allows a 32-bit value to be passed for each color component, the


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value of each component is limited to 8 bits. Parameters: red: The red component value for the new System.Drawing.Color. Valid values are 0 through 255. green: The green component value for the new System.Drawing.Color. Valid values are 0 through 255. blue: The blue component value for the new System.Drawing.Color. Valid values are 0 through 255. Returns: The System.Drawing.Color that this method creates. public static System.Drawing.Color FromArgb(int alpha, System.Drawing.Color baseColor) Member of System.Drawing.Color Summary: Creates a System.Drawing.Color structure from the specified System.Drawing.Color structure, but with the new specified alpha value. Although this method allows a 32-bit value to be passed for the alpha value, the value is limited to 8 bits. Parameters: alpha: The alpha value for the new System.Drawing.Color. Valid values are 0 through 255. baseColor: The System.Drawing.Color from which to create the new System.Drawing.Color. Returns: The System.Drawing.Color that this method creates. public static System.Drawing.Color FromArgb(int alpha, int red, int green, int blue) Member of System.Drawing.Color Summary: Creates a System.Drawing.Color structure from the four ARGB component (alpha, red, green, and blue) values. Although this method allows a 32-bit value to be passed for each component, the value of each component is limited to 8 bits. Parameters: alpha: The alpha component. Valid values are 0 through 255. red: The red component. Valid values are 0 through 255. green: The green component. Valid values are 0 through 255. blue: The blue component. Valid values are 0 through 255. Returns: The System.Drawing.Color that this method creates. public float GetBrightness() Member of System.Drawing.Color Summary: Gets the hue-saturation-brightness (HSB) brightness value for this System.Drawing.Color structure. Returns: The brightness of this System.Drawing.Color. The brightness ranges from 0.0 through 1.0, where 0.0 represents black and 1.0 represents white. public float GetHue() Member of System.Drawing.Color Summary: Gets the hue-saturation-brightness (HSB) hue value, in degrees, for this System.Drawing.Color structure. Returns:


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The hue, in degrees, of this System.Drawing.Color. The hue is measured in degrees, ranging from 0.0 through 360.0, in HSB color space. public float GetSaturation() Member of System.Drawing.Color Summary: Gets the hue-saturation-brightness (HSB) saturation value for this System.Drawing.Color structure. Returns: The saturation of this System.Drawing.Color. The saturation ranges from 0.0 through 1.0, where 0.0 is grayscale and 1.0 is the most saturated.

Property : public byte A { get; } Member of System.Drawing.Color Summary: Gets the alpha component value of this System.Drawing.Color structure. Returns: The alpha component value of this System.Drawing.Color. public byte B { get; } Member of System.Drawing.Color Summary: Gets the blue component value of this System.Drawing.Color structure. Returns: The blue component value of this System.Drawing.Color. public byte G { get; } Member of System.Drawing.Color Summary: Gets the green component value of this System.Drawing.Color structure. Returns: The green component value of this System.Drawing.Color. public byte R { get; } Member of System.Drawing.Color Summary: Gets the red component value of this System.Drawing.Color structure. Returns: The red component value of this System.Drawing.Color.


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PENGOLAHAN CITRA Ch.3 M E N G O L A H C I T R A M E N J A D I G R A Y S C A L E Bayu Pratama RN [ ]

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