Package org.apache.sanselan.palette

Source Code of org.apache.sanselan.palette.MedianCutQuantizer$ColorGroupCut

/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements.  See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License.  You may obtain a copy of the License at
*
*      http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.sanselan.palette;

import java.util.ArrayList;
import java.util.Collections;
import java.util.Comparator;
import java.util.HashMap;
import java.util.Map;

import org.apache.sanselan.ImageWriteException;
import org.apache.sanselan.util.Debug;

import com.jgraph.gaeawt.java.awt.image.BufferedImage;

public class MedianCutQuantizer
{
    private final boolean ignoreAlpha;

    public MedianCutQuantizer(boolean ignore_alpha)
    {
        this.ignoreAlpha = ignore_alpha;
    }

    private static class ColorCount
    {
        public final int argb;
        public int count = 0;
        public final int alpha, red, green, blue;

        public ColorCount(int argb)
        {
            this.argb = argb;

            alpha = 0xff & (argb >> 24);
            red = 0xff & (argb >> 16);
            green = 0xff & (argb >> 8);
            blue = 0xff & (argb >> 0);

            //            super.hashCode();
        }

        public int hashCode()
        {
            return argb;
        }

        public boolean equals(Object o)
        {
            ColorCount other = (ColorCount) o;
            return other.argb == this.argb;
        }

    }

    private class ColorGroup
    {
        //        public final ColorGroup parent;
        public ColorGroupCut cut = null;
        //        public final ArrayList children = new ArrayList();
        public int palette_index = -1;

        public final ArrayList color_counts;
        public int min_red = Integer.MAX_VALUE;
        public int max_red = Integer.MIN_VALUE;
        public int min_green = Integer.MAX_VALUE;
        public int max_green = Integer.MIN_VALUE;
        public int min_blue = Integer.MAX_VALUE;
        public int max_blue = Integer.MIN_VALUE;
        public int min_alpha = Integer.MAX_VALUE;
        public int max_alpha = Integer.MIN_VALUE;

        public final int alpha_diff;
        public final int red_diff;
        public final int green_diff;
        public final int blue_diff;

        public final int max_diff;
        public final int diff_total;

        public ColorGroup(final ArrayList color_counts)
                throws ImageWriteException
        {
            this.color_counts = color_counts;

            if (color_counts.size() < 1)
                throw new ImageWriteException("empty color_group");

            for (int i = 0; i < color_counts.size(); i++)
            {
                ColorCount color = (ColorCount) color_counts.get(i);

                min_alpha = Math.min(min_alpha, color.alpha);
                max_alpha = Math.max(max_alpha, color.alpha);
                min_red = Math.min(min_red, color.red);
                max_red = Math.max(max_red, color.red);
                min_green = Math.min(min_green, color.green);
                max_green = Math.max(max_green, color.green);
                min_blue = Math.min(min_blue, color.blue);
                max_blue = Math.max(max_blue, color.blue);
            }

            alpha_diff = max_alpha - min_alpha;
            red_diff = max_red - min_red;
            green_diff = max_green - min_green;
            blue_diff = max_blue - min_blue;
            max_diff = Math.max(ignoreAlpha ? red_diff : Math.max(alpha_diff,
                    red_diff), Math.max(green_diff, blue_diff));
            diff_total = (ignoreAlpha ? 0 : alpha_diff) + red_diff + green_diff
                    + blue_diff;

        }

        public boolean contains(int argb)
        {
            int alpha = 0xff & (argb >> 24);
            int red = 0xff & (argb >> 16);
            int green = 0xff & (argb >> 8);
            int blue = 0xff & (argb >> 0);

            if (!ignoreAlpha && (alpha < min_alpha || alpha > max_alpha))
                return false;
            if (red < min_red || red > max_red)
                return false;
            if (green < min_green || green > max_green)
                return false;
            if (blue < min_blue || blue > max_blue)
                return false;
            return true;
        }

        public int getMedianValue()
        {
            long count_total = 0;
            long alpha_total = 0, red_total = 0, green_total = 0, blue_total = 0;

            for (int i = 0; i < color_counts.size(); i++)
            {
                ColorCount color = (ColorCount) color_counts.get(i);

                count_total += color.count;
                alpha_total += color.count * color.alpha;
                red_total += color.count * color.red;
                green_total += color.count * color.green;
                blue_total += color.count * color.blue;
            }

            int alpha = ignoreAlpha ? 0xff : (int) Math
                    .round((double) alpha_total / count_total);
            int red = (int) Math.round((double) red_total / count_total);
            int green = (int) Math.round((double) green_total / count_total);
            int blue = (int) Math.round((double) blue_total / count_total);

            return (alpha << 24) | (red << 16) | (green << 8) | blue;
        }

        public String toString()
        {
            return "{ColorGroup. min_red: " + Integer.toHexString(min_red)
                    + ", max_red: " + Integer.toHexString(max_red)
                    + ", min_green: " + Integer.toHexString(min_green)
                    + ", max_green: " + Integer.toHexString(max_green)
                    + ", min_blue: " + Integer.toHexString(min_blue)
                    + ", max_blue: " + Integer.toHexString(max_blue)
                    + ", min_alpha: " + Integer.toHexString(min_alpha)
                    + ", max_alpha: " + Integer.toHexString(max_alpha)
                    + ", max_diff: " + Integer.toHexString(max_diff)
                    + ", diff_total: " + diff_total + "}";
        }

    }

    public Map groupColors1(BufferedImage image, int max, int mask)
            throws ImageWriteException
    {
        Map color_map = new HashMap();

        int width = image.getWidth();
        int height = image.getHeight();

        int row[] = new int[width];
        for (int y = 0; y < height; y++)
        {
            image.getRGB(0, y, width, 1, row, 0, width);
            for (int x = 0; x < width; x++)
            {
                int argb = row[x];

                if (ignoreAlpha)
                    argb &= 0xffffff;
                argb &= mask;

                ColorCount color = (ColorCount) color_map
                        .get(new Integer(argb));
                if (color == null)
                {
                    color = new ColorCount(argb);
                    color_map.put(new Integer(argb), color);
                    if (color_map.keySet().size() > max)
                        return null;
                }
                color.count++;
            }
        }

        return color_map;
    }

    public Map groupColors(BufferedImage image, int max_colors)
            throws ImageWriteException
    {
        int max = Integer.MAX_VALUE;

        for (int i = 0; i < 8; i++)
        {
            int mask = 0xff & (0xff << i);
            mask = mask | (mask << 8) | (mask << 16) | (mask << 24);

            Debug.debug("mask(" + i + ")", mask + " ("
                    + Integer.toHexString(mask) + ")");

            Map result = groupColors1(image, max, mask);
            if (result != null)
                return result;
        }
        throw new Error("");
    }

    public Palette process(BufferedImage image, int max_colors, boolean verbose)
            throws ImageWriteException
    {
        Map color_map = groupColors(image, max_colors);

        int discrete_colors = color_map.keySet().size();
        if (discrete_colors <= max_colors)
        {
            if (verbose)
                Debug.debug("lossless palette: " + discrete_colors);

            int palette[] = new int[discrete_colors];
            ArrayList color_counts = new ArrayList(color_map.values());

            for (int i = 0; i < color_counts.size(); i++)
            {
                ColorCount color_count = (ColorCount) color_counts.get(i);
                palette[i] = color_count.argb;
                if (ignoreAlpha)
                    palette[i] |= 0xff000000;
            }

            return new SimplePalette(palette);
        }

        if (verbose)
            Debug.debug("discrete colors: " + discrete_colors);

        ArrayList color_groups = new ArrayList();
        ColorGroup root = new ColorGroup(new ArrayList(color_map.values()));
        {
            color_groups.add(root);

            final Comparator comparator = new Comparator()
            {
                public int compare(Object o1, Object o2)
                {
                    ColorGroup cg1 = (ColorGroup) o1;
                    ColorGroup cg2 = (ColorGroup) o2;

                    if (cg1.max_diff == cg2.max_diff)
                        return cg2.diff_total - cg1.diff_total;
                    return cg2.max_diff - cg1.max_diff;
                }
            };

            while (color_groups.size() < max_colors)
            {
                Collections.sort(color_groups, comparator);

                ColorGroup color_group = (ColorGroup) color_groups.get(0);

                if (color_group.max_diff == 0)
                    break;
                if (!ignoreAlpha
                        && color_group.alpha_diff > color_group.red_diff
                        && color_group.alpha_diff > color_group.green_diff
                        && color_group.alpha_diff > color_group.blue_diff)
                {
                    doCut(color_group, ALPHA, color_groups);
                }
                else if (color_group.red_diff > color_group.green_diff
                        && color_group.red_diff > color_group.blue_diff)
                {
                    doCut(color_group, RED, color_groups);
                }
                else if (color_group.green_diff > color_group.blue_diff)
                {
                    doCut(color_group, GREEN, color_groups);
                }
                else
                {
                    doCut(color_group, BLUE, color_groups);
                }
            }
        }

        {
            int palette_size = color_groups.size();
            if (verbose)
                Debug.debug("palette size: " + palette_size);

            int palette[] = new int[palette_size];

            for (int i = 0; i < color_groups.size(); i++)
            {
                ColorGroup color_group = (ColorGroup) color_groups.get(i);

                palette[i] = color_group.getMedianValue();

                color_group.palette_index = i;

                if (color_group.color_counts.size() < 1)
                    throw new ImageWriteException("empty color_group: "
                            + color_group);

                //                if(color_group.)
                //                Debug.debug("color_group", color_group);
                //                Debug.debug("palette[" + i + "]", palette[i] + " ("
                //                        + Integer.toHexString(palette[i]) + ")");
            }

            if (palette_size > discrete_colors)
                throw new ImageWriteException("palette_size>discrete_colors");

            return new MedianCutPalette(root, palette);
        }
    }

    private static final int ALPHA = 0;
    private static final int RED = 1;
    private static final int GREEN = 2;
    private static final int BLUE = 3;

    private void doCut(ColorGroup color_group, final int mode,
            final ArrayList color_groups) throws ImageWriteException
    {
        int count_total = 0;
        for (int i = 0; i < color_group.color_counts.size(); i++)
        {
            ColorCount color_count = (ColorCount) color_group.color_counts
                    .get(i);
            count_total += color_count.count;
        }

        Comparator comparator = new Comparator()
        {
            public int compare(Object o1, Object o2)
            {
                ColorCount c1 = (ColorCount) o1;
                ColorCount c2 = (ColorCount) o2;

                switch (mode)
                {
                    case ALPHA :
                        return c1.alpha - c2.alpha;
                    case RED :
                        return c1.red - c2.red;
                    case GREEN :
                        return c1.green - c2.green;
                    case BLUE :
                        return c1.blue - c2.blue;
                    default :
                        return 0;
                }
            }
        };

        Collections.sort(color_group.color_counts, comparator);
        int count_half = (int) Math.round((double) count_total / 2);
        int old_count = 0, new_count = 0;
        int median_index;
        for (median_index = 0; median_index < color_group.color_counts.size(); median_index++)
        {
            ColorCount color_count = (ColorCount) color_group.color_counts
                    .get(median_index);

            new_count += color_count.count;

            if (new_count < count_half)
            {
                old_count = new_count;
                continue;
            }
            break;
        }

        if (median_index == color_group.color_counts.size() - 1)
            median_index--;
        else if (median_index > 0)
        {
            int new_diff = Math.abs(new_count - count_half);
            int old_diff = Math.abs(count_half - old_count);
            if (old_diff < new_diff)
                median_index--;
        }

        color_groups.remove(color_group);
        {
            ArrayList color_counts1 = new ArrayList(color_group.color_counts
                    .subList(0, median_index + 1));
            ArrayList color_counts2 = new ArrayList(color_group.color_counts
                    .subList(median_index + 1, color_group.color_counts.size()));

            ColorGroup less, more;
            {
                less = new ColorGroup(new ArrayList(color_counts1));
                color_groups.add(less);
            }
            {
                more = new ColorGroup(new ArrayList(color_counts2));
                color_groups.add(more);
            }

            ColorCount median_value = (ColorCount) color_group.color_counts
                    .get(median_index);
            int limit;
            switch (mode)
            {
                case ALPHA :
                    limit = median_value.alpha;
                    break;
                case RED :
                    limit = median_value.red;
                    break;
                case GREEN :
                    limit = median_value.green;
                    break;
                case BLUE :
                    limit = median_value.blue;
                    break;
                default :
                    throw new Error("Bad mode.");
            }
            color_group.cut = new ColorGroupCut(less, more, mode, limit);

        }
    }
    private class ColorGroupCut
    {
        public final ColorGroup less, more;
        public final int mode, limit;

        public ColorGroupCut(ColorGroup less, ColorGroup more, int mode,
                int limit)
        {
            this.less = less;
            this.more = more;
            this.mode = mode;
            this.limit = limit;
        }

        public ColorGroup getColorGroup(int argb)
        {
            int value;
            switch (mode)
            {
                case ALPHA :
                    value = 0xff & (argb >> 24);
                    break;
                case RED :
                    value = 0xff & (argb >> 16);
                    break;
                case GREEN :
                    value = 0xff & (argb >> 8);
                    break;
                case BLUE :
                    value = 0xff & (argb >> 0);
                    break;
                default :
                    throw new Error("bad mode.");
            }
            if (value <= limit)
                return less;
            return more;
        }

    }

    public class MedianCutPalette extends SimplePalette
    {
        private final ColorGroup root;

        public MedianCutPalette(ColorGroup root, int palette[])
        {
            super(palette);
            this.root = root;
        }

        public int getPaletteIndex(int rgb)
        {
            ColorGroup cg = root;

            while (cg.cut != null)
            {
                ColorGroup next = cg.cut.getColorGroup(rgb);

                cg = next;
            }

            return cg.palette_index;
        }
    }

}
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