二値化処理一覧

forked:0
favorite:57
lines:529
license : All rights reserved
modified : 2009-12-03 17:53:11

Embed: Tweet

package
{
	import flash.display.*;
	import flash.events.*;
	import flash.geom.*;
	import flash.net.URLRequest;
	import flash.system.*;
	import flash.filters.*;
	import frocessing.color.ColorRGB;
	import com.bit101.components.*;
 
	public class Main extends Sprite
	{
		private const WIDTH:int = 250;
		private const HEIGHT:int = 250;
		
		private var window:Window;
		private var bitmap:Bitmap;
		private var copybd:BitmapData;
		
		public function Main()
		{
			window = new Window(this, 0, 0, "Binarization");
			window.width = window.height = 465;
			
			Security.loadPolicyFile("http://farm3.static.flickr.com/crossdomain.xml");
			var loader:Loader = new Loader();
			loader.contentLoaderInfo.addEventListener(Event.INIT, initHandler);
			loader.load(new URLRequest("http://farm1.static.flickr.com/208/503553011_82716cc9b9.jpg"), new LoaderContext(true));
		}
 
		private function initHandler(event:Event):void
		{
			var loader:Loader = event.currentTarget.loader;
 
			var matrix:Matrix = new Matrix();
			matrix.scale(WIDTH / loader.width, HEIGHT / loader.height);
 
			var bd:BitmapData = new BitmapData(WIDTH, HEIGHT);
			bd.draw(loader, matrix);
			copybd = bd.clone();
			bitmap = new Bitmap(bd);
			bitmap.x = (465 - bitmap.width) / 2;
			window.content.addChild(bitmap);
			
			var button1:PushButton = new PushButton(window.content,   5, 300, "Original", originalHander);
			var button2:PushButton = new PushButton(window.content,   5, 320, "Threshold", binarization);
			var button3:PushButton = new PushButton(window.content,   5, 340, "Halftone", halfTone);
			var button4:PushButton = new PushButton(window.content, 120, 300, "Random", randomDither);
			var button5:PushButton = new PushButton(window.content, 120, 320, "Bayer", bayerDither);
			var button6:PushButton = new PushButton(window.content, 235, 300, "Repeat", errorDiffusion);
			var button7:PushButton = new PushButton(window.content, 235, 320, "Floyd–Steinberg", errorDiffusion2);
			var button8:PushButton = new PushButton(window.content, 235, 340, "Jarvis, Judice & Ninke", errorDiffusion3);
			var button9:PushButton = new PushButton(window.content, 235, 360, "Stucki", errorDiffusion4);
			var button10:PushButton = new PushButton(window.content, 235, 380, "Burkes", errorDiffusion5);
			var button11:PushButton = new PushButton(window.content, 350, 300, "Sierra", errorDiffusion6);
			var button12:PushButton = new PushButton(window.content, 350, 320, "Two-row Sierra", errorDiffusion7);
			var button13:PushButton = new PushButton(window.content, 350, 340, "Filter Lite", errorDiffusion8);
		}
		
		private function originalHander(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
		}
		
		private function binarization(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			bd.threshold(bd, bd.rect, new Point(), "<", 0x7FFFFF, 0xFF000000, 0xFFFFFF);
			bd.threshold(bd, bd.rect, new Point(), "!=", 0x0, 0xFFFFFFFF, 0xFFFFFF);
		}
		
		private function halfTone(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			const PSIZE:int = 80;
			if (bd.width < PSIZE || bd.height < PSIZE) return;
			
			var SIZE:int = (bd.width > bd.height) ? bd.width / PSIZE : bd.height / PSIZE;
			var matrix:Array = new Array();
			for (var i:int = 0; i < SIZE * SIZE; i++) matrix.push(1);
			var filter:ConvolutionFilter = new ConvolutionFilter(SIZE, SIZE, matrix, SIZE * SIZE);
			bd.applyFilter(bd, bd.rect, new Point(0, 0), filter);
			
			var canvas:Sprite = new Sprite();
			for (var y:int = Math.floor(SIZE / 2); y < bd.height; y += SIZE)
			{
				for (var x:int = Math.floor(SIZE / 2); x < bd.width; x += SIZE)
				{
					canvas.graphics.beginFill(0x0);
					canvas.graphics.drawCircle(x, y, bd.getPixel(x, y) / (255 * 255 * 255 / SIZE));
					canvas.graphics.endFill();
				}
			}
			
			bitmap.bitmapData = new BitmapData(WIDTH, HEIGHT, false);
			bitmap.bitmapData.draw(canvas);
			
			// ハーフトーンの色が変わる謎現象対策(本来ならこれは外したほうがいいです)
			bitmap.bitmapData.threshold(bitmap.bitmapData, bd.rect, new Point(), "<", 0x7FFFFF, 0xFF000000, 0xFFFFFF);
			bitmap.bitmapData.threshold(bitmap.bitmapData, bd.rect, new Point(), "!=", 0x0, 0xFFFFFFFF, 0xFFFFFF);
		}
		
		private function randomDither(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
 
			for (var y:int = 0; y < bd.height; y++)
			{
				for (var x:int = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var gray:int = (color.r + color.g + color.b) / 3;
					if (gray < Math.random() * 256)
					{
						color.r = color.g = color.b = 0;
					}
					else
					{
						color.r = color.g = color.b = 255;
					}
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function bayerDither(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			var color:ColorRGB = new ColorRGB();
 
			var pattern:Array =
			[
				[ 0,  8,  2, 10],
				[12,  4, 14,  6],
				[ 3, 11,  1,  9],
				[15,  7, 13,  5]
			];
 
			for (var y:int = 0; y < bd.height; y++)
			{
				for (var x:int = 0; x < bd.width; x++)
				{
					var threshold:int = pattern[x % 4][y % 4];
					color.value = bd.getPixel(x, y);
 
					color.r /= 16;
					color.g /= 16;
					color.b /= 16;
 
					var avg:int = (color.r + color.g + color.b) / 3;
					if (avg < threshold) color.r = color.g = color.b = 0;
					else color.r = color.g = color.b = 255;
 
					bd.setPixel(x, y, color.value);
				}
			}
		}

private function errorDiffusion(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			var color:ColorRGB = new ColorRGB();
			
			for (var y:int = 0; y < bd.height; y++)
			{
				var error:int = 0;
				for (var x:int = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					avg -= error;
					
					if (avg < 128)
					{
						error = -avg;
						avg = 0;
					}
					else
					{
						error = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion2(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[   0,    0,    0, 7/48, 5/48],
				[3/48, 5/48, 7/48, 5/48, 3/48],
				[1/48, 3/48, 5/48, 3/48, 1/48],
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 3; yy++)
					{
						for (var xx:int = -2; xx <= 2; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 2];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion3(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[     0,      0, 7 / 16],
				[3 / 16, 5 / 16, 1 / 16]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 2; yy++)
					{
						for (var xx:int = -1; xx <= 1; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 1];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion4(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[   0,    0,    0, 8/42, 4/42],
				[2/42, 4/42, 8/42, 4/42, 2/42],
				[1/42, 2/42, 4/42, 2/42, 1/42]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 3; yy++)
					{
						for (var xx:int = -2; xx <= 2; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 2];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion5(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[   0,    0,    0, 8/32, 4/32],
				[2/32, 4/32, 8/32, 4/32, 2/32]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 2; yy++)
					{
						for (var xx:int = -2; xx <= 2; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 2];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion6(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[   0,    0,    0, 5/32, 3/32],
				[2/32, 4/32, 5/32, 4/32, 2/32],
				[   0, 2/32, 3/32, 2/32,    0]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 3; yy++)
					{
						for (var xx:int = -2; xx <= 2; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 2];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion7(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[   0,    0,    0, 4/16, 3/16],
				[1/16, 2/16, 3/16, 2/16, 1/16]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 2; yy++)
					{
						for (var xx:int = -2; xx <= 2; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 2];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
		
		private function errorDiffusion8(event:Event = null):void
		{
			bitmap.bitmapData = copybd.clone();
			var bd:BitmapData = bitmap.bitmapData;
			
			var color:ColorRGB = new ColorRGB();
			var error:Array = new Array(bd.height);
			var filter:Array = 
			[
				[  0,   0, 2/4],
				[1/4, 1/4,   0]
			];
			
			for (var y:int = 0; y < bd.height; y++)
			{
				error[y] = new Array(bd.width);
				for (var x:int = 0; x < bd.width; x++)
				{
					error[y][x] = 0;
				}
			}
			
			for (y = 0; y < bd.height; y++)
			{
				for (x = 0; x < bd.width; x++)
				{
					color.value = bd.getPixel(x, y);
					var avg:int = (color.r + color.g + color.b) / 3;
					
					avg -= error[y][x];
					
					var e:int = 0;
					if (avg < 128)
					{
						e = -avg;
						avg = 0;
					}
					else
					{
						e = 255 - avg;
						avg = 255;
					}
					
					color.r = color.g = color.b = avg;
					
					for (var yy:int = 0; yy < 2; yy++)
					{
						for (var xx:int = -1; xx <= 1; xx++)
						{
							if (y + yy < 0 || bd.height <= y + yy ||
								x + xx < 0 || bd.width  <= x + xx) continue;
							
							error[y + yy][x + xx] += e * filter[yy][xx + 1];
						}
					}
					
					bd.setPixel(x, y, color.value);
				}
			}
		}
	}
}

Code Fullscreen

Preview Fullscreen