语言:Java
分数:555 533
我只是尝试通过按递减的顺序遍历形状(在打结的情况下为周长)遍历形状并尝试所有填充方式,直到找到适合该形状的有效填充为止,以蛮力解决方案然后算法继续执行下一个形状。为了希望在搜索有效包装时提高结果的质量,请首先尝试旋转所有可能的位置,使其旋转的形状要比宽高高。
注意:这假设输入图像的所有形状都用空格隔开。它以输出的最大宽度作为第一个参数,并以形状图像列表作为其他参数(每个形状图像可以具有一个或多个形状,并由至少一行白色像素隔开)
import java.awt.Color;
import java.awt.Graphics;
import java.awt.geom.AffineTransform;
import java.awt.geom.Point2D;
import java.awt.image.BufferedImage;
import java.io.File;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.HashSet;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.Queue;
import java.util.Set;
import javax.imageio.ImageIO;
public class Packer {
public static void main(String[] args) throws Exception {
long t1 = System.currentTimeMillis();
int width = Integer.valueOf(args[0]);
List<Item> itemList = new ArrayList<Item>();
for (int i = 1; i < args.length; i++) {
itemList.addAll(getItems(ImageIO.read(new File(args[i]))));
}
File outputFile = new File("output.png");
if (outputFile.exists()) {
outputFile.delete();
}
outputFile.createNewFile();
ImageIO.write(pack(itemList, width), "PNG", outputFile);
long t2 = System.currentTimeMillis();
System.out.println("Finished in " + (t2 - t1) + "ms");
}
private static BufferedImage pack(List<Item> itemList, int width) {
System.out.println("Packing " + itemList.size() + " items");
Collections.sort(itemList, new Comparator<Item>() {
@Override
public int compare(Item o1, Item o2) {
return o1.area < o2.area ? 1 : (o1.area > o2.area ? -1
: (o1.perimiter < o2.perimiter ? 1
: (o1.perimiter > o2.perimiter ? -1 : 0)));
}
});
Packing packing = new Packing(width);
PackedItem.Rotation[] widthRots = { PackedItem.Rotation.ZERO,
PackedItem.Rotation.ONE_EIGHTY };
PackedItem.Rotation[] heightRots = { PackedItem.Rotation.NINETY,
PackedItem.Rotation.TWO_SEVENTY };
int count = 0;
for (Item item : itemList) {
count++;
int minSize = Math.min(item.width, item.height);
int maxSize = Math.max(item.width, item.height);
int x = 0;
int y = 0;
int rot = 0;
PackedItem.Rotation[] rots = widthRots;
if (item.width > item.height) {
rots = heightRots;
}
boolean rotsSwitched = false;
PackedItem packedItem = new PackedItem(item, rots[rot], x, y);
System.out.format("Packing item %d which is %d by %d\n", count,
item.width, item.height);
while (!packing.isValidWith(packedItem)) {
if (rot == 0) {
rot = 1;
} else {
rot = 0;
if (x + minSize >= width) {
x = 0;
y++;
if (!rotsSwitched
&& y + maxSize > packing.height) {
rotsSwitched = true;
if (item.width > item.height) {
rots = widthRots;
} else {
rots = heightRots;
}
y = 0;
}
} else {
x++;
}
}
packedItem.set(x, y, rots[rot]);
}
packing.addItem(packedItem);
System.out.format("Packed item %d\n", count);
}
return packing.getDrawing();
}
private static List<Item> getItems(BufferedImage image) {
List<Item> itemList = new ArrayList<Item>();
boolean[][] pointsProcessed = new boolean[image.getWidth()][image
.getHeight()];
for (int i = 0; i < image.getWidth(); i++) {
for (int j = 0; j < image.getHeight(); j++) {
if (pointsProcessed[i][j]) {
continue;
}
ImagePoint point = ImagePoint.getPoint(i, j, image);
if (point.getColor().equals(Color.WHITE)) {
pointsProcessed[point.x][point.y] = true;
continue;
}
Collection<ImagePoint> itemPoints = new ArrayList<ImagePoint>();
Queue<ImagePoint> pointsToProcess = new LinkedList<ImagePoint>();
pointsToProcess.add(point);
while (!pointsToProcess.isEmpty()) {
point = pointsToProcess.poll();
if (pointsProcessed[point.x][point.y]) {
continue;
}
pointsProcessed[point.x][point.y] = true;
if (point.getColor().equals(Color.WHITE)) {
continue;
}
itemPoints.add(point);
pointsToProcess.addAll(point.getNeighbors());
}
itemList.add(new Item(itemPoints));
}
}
return itemList;
}
private interface Point {
int getX();
int getY();
Color getColor();
}
private static final class ImagePoint implements Point {
private static final Map<BufferedImage, Map<Integer, Map<Integer, ImagePoint>>> POINT_CACHE = new HashMap<BufferedImage, Map<Integer, Map<Integer, ImagePoint>>>();
private final int x;
private final int y;
private final Color color;
private final BufferedImage image;
private Collection<ImagePoint> neighbors;
private ImagePoint(int x, int y, BufferedImage image) {
this.x = x;
this.y = y;
this.image = image;
this.color = new Color(image.getRGB(x, y));
}
static ImagePoint getPoint(int x, int y, BufferedImage image) {
Map<Integer, Map<Integer, ImagePoint>> imageCache = POINT_CACHE
.get(image);
if (imageCache == null) {
imageCache = new HashMap<Integer, Map<Integer, ImagePoint>>();
POINT_CACHE.put(image, imageCache);
}
Map<Integer, ImagePoint> xCache = imageCache.get(x);
if (xCache == null) {
xCache = new HashMap<Integer, Packer.ImagePoint>();
imageCache.put(x, xCache);
}
ImagePoint point = xCache.get(y);
if (point == null) {
point = new ImagePoint(x, y, image);
xCache.put(y, point);
}
return point;
}
Collection<ImagePoint> getNeighbors() {
if (neighbors == null) {
neighbors = new ArrayList<ImagePoint>();
for (int i = -1; i <= 1; i++) {
if (x + i < 0 || x + i >= image.getWidth()) {
continue;
}
for (int j = -1; j <= 1; j++) {
if ((i == j && i == 0) || y + j < 0
|| y + j >= image.getHeight()) {
continue;
}
neighbors.add(getPoint(x + i, y + j, image));
}
}
}
return neighbors;
}
@Override
public int getX() {
return y;
}
@Override
public int getY() {
return x;
}
@Override
public Color getColor() {
return color;
}
}
private static final class Item {
private final Collection<ItemPoint> points;
private final int width;
private final int height;
private final int perimiter;
private final int area;
Item(Collection<ImagePoint> points) {
int maxX = Integer.MIN_VALUE;
int minX = Integer.MAX_VALUE;
int maxY = Integer.MIN_VALUE;
int minY = Integer.MAX_VALUE;
for (ImagePoint point : points) {
maxX = Math.max(maxX, point.x);
minX = Math.min(minX, point.x);
maxY = Math.max(maxY, point.y);
minY = Math.min(minY, point.y);
}
this.width = maxX - minX;
this.height = maxY - minY;
this.perimiter = this.width * 2 + this.height * 2;
this.area = this.width * this.height;
this.points = new ArrayList<ItemPoint>(points.size());
for (ImagePoint point : points) {
this.points.add(new ItemPoint(point.x - minX, point.y - minY,
point.getColor()));
}
}
private static final class ItemPoint implements Point {
private final int x;
private final int y;
private final Color color;
public ItemPoint(int x, int y, Color color) {
this.x = x;
this.y = y;
this.color = color;
}
@Override
public int getX() {
return x;
}
@Override
public int getY() {
return y;
}
@Override
public Color getColor() {
return color;
}
}
}
private static final class PackedItem {
private final Collection<PackedPoint> points;
private Rotation rotation;
private int x;
private int y;
private AffineTransform transform;
private int modCount;
PackedItem(Item item, Rotation rotation, int x, int y) {
this.set(x, y, rotation);
this.points = new ArrayList<PackedPoint>();
for (Point point : item.points) {
this.points.add(new PackedPoint(point));
}
}
void set(int newX, int newY, Rotation newRotation) {
modCount++;
x = newX;
y = newY;
rotation = newRotation;
transform = new AffineTransform();
transform.translate(x, y);
transform.rotate(this.rotation.getDegrees());
}
void draw(Graphics g) {
Color oldColor = g.getColor();
for (Point point : points) {
g.setColor(point.getColor());
g.drawLine(point.getX(), point.getY(), point.getX(),
point.getY());
}
g.setColor(oldColor);
}
private enum Rotation {
ZERO(0), NINETY(Math.PI / 2), ONE_EIGHTY(Math.PI), TWO_SEVENTY(
3 * Math.PI / 2);
private final double degrees;
Rotation(double degrees) {
this.degrees = degrees;
}
double getDegrees() {
return degrees;
}
}
private final class PackedPoint implements Point {
private final Point point;
private final Point2D point2D;
private int x;
private int y;
private int modCount;
public PackedPoint(Point point) {
this.point = point;
this.point2D = new Point2D.Float(point.getX(), point.getY());
}
@Override
public int getX() {
update();
return x;
}
@Override
public int getY() {
update();
return y;
}
private void update() {
if (this.modCount != PackedItem.this.modCount) {
this.modCount = PackedItem.this.modCount;
Point2D destPoint = new Point2D.Float();
transform.transform(point2D, destPoint);
x = (int) destPoint.getX();
y = (int) destPoint.getY();
}
}
@Override
public Color getColor() {
return point.getColor();
}
}
}
private static final class Packing {
private final Set<PackedItem> packedItems = new HashSet<PackedItem>();
private final int maxWidth;
private boolean[][] pointsFilled;
private int height;
Packing(int maxWidth) {
this.maxWidth = maxWidth;
this.pointsFilled = new boolean[maxWidth][0];
}
void addItem(PackedItem item) {
packedItems.add(item);
for (Point point : item.points) {
height = Math.max(height, point.getY() + 1);
if (pointsFilled[point.getX()].length < point.getY() + 1) {
pointsFilled[point.getX()] = Arrays.copyOf(
pointsFilled[point.getX()], point.getY() + 1);
}
pointsFilled[point.getX()][point.getY()] = true;
}
}
BufferedImage getDrawing() {
BufferedImage image = new BufferedImage(maxWidth, height,
BufferedImage.TYPE_INT_ARGB);
Graphics g = image.getGraphics();
g.setColor(Color.WHITE);
g.drawRect(0, 0, maxWidth, height);
for (PackedItem item : packedItems) {
item.draw(g);
}
return image;
}
boolean isValidWith(PackedItem item) {
for (Point point : item.points) {
int x = point.getX();
int y = point.getY();
if (y < 0 || x < 0 || x >= maxWidth) {
return false;
}
boolean[] column = pointsFilled[x];
if (y < column.length && column[y]) {
return false;
}
}
return true;
}
}
}
产生的解决方案(大约需要4分钟在我的计算机上 30秒)是:
看这张照片,似乎可以通过在打包后迭代所有形状并将它们全部向上移动一点来改善结果。我可以稍后再尝试。