Commit Test

This commit is contained in:
hyb1996
2017-04-29 21:23:45 +08:00
parent 6829c0659e
commit 51349356a7
65 changed files with 758 additions and 1751 deletions

View File

@@ -1,162 +0,0 @@
package com.stardust.scriptdroid.tool;
/**
* Created by Stardust on 2017/4/23.
*/
import android.graphics.Bitmap;
import com.stardust.mi666.ocr.ColorDetector;
import com.stardust.mi666.ocr.SimpleTextDetector;
import java.util.HashMap;
import java.util.Map;
public class ImagePHash {
private static final String LOG_TAG = "ImagePHash";
private int width = 32;
private int height;
private int smallerWidth = 8;
private int smallerHeight;
public ImagePHash() {
this(32, 8);
}
public ImagePHash(int width, int smallerWidth) {
this(width, width, smallerWidth, smallerWidth);
}
public ImagePHash(int width, int height, int smallerWidth, int smallerHeight) {
this.width = width;
this.height = height;
this.smallerWidth = smallerWidth;
this.smallerHeight = smallerHeight;
initCoefficients();
}
public int distance(boolean[] s1, boolean[] s2) {
int counter = 0;
for (int k = 0; k < s1.length; k++) {
if (s1[k] != s2[k]) {
counter++;
}
}
return counter;
}
public boolean[] getHash(Bitmap img) {
double[][] vals = new double[width][height];
img = BitmapTool.scaleBitmap(img, width, height);
for (int x = 0; x < img.getWidth(); x++) {
for (int y = 0; y < img.getHeight(); y++) {
vals[x][y] = getBlue(img, x, y);
}
}
double[][] dctVals = applyDCT(vals);
double total = 0;
for (int x = 0; x < smallerWidth; x++) {
for (int y = 0; y < smallerHeight; y++) {
total += dctVals[x][y];
}
}
total -= dctVals[0][0];
double avg = total / (double) ((smallerWidth * smallerHeight) - 1);
boolean[] hash = new boolean[smallerWidth * smallerHeight];
int i = 0;
for (int x = 0; x < smallerWidth; x++) {
for (int y = 0; y < smallerHeight; y++) {
if (x != 0 && y != 0) {
hash[i++] = dctVals[x][y] > avg;
}
}
}
return hash;
}
private static int getBlue(Bitmap img, int x, int y) {
return img.getPixel(x, y) & 0xff;
}
private double[] c;
private double[] c2;
private void initCoefficients() {
c = new double[width];
c2 = new double[height];
for (int i = 1; i < width; i++) {
c[i] = 1;
}
for (int i = 1; i < height; i++) {
c2[i] = 1;
}
c[0] = 1 / Math.sqrt(2.0);
c2[0] = 1 / Math.sqrt(2.0);
}
private double[][] applyDCT(double[][] f) {
double[][] F = new double[width][height];
for (int u = 0; u < width; u++) {
for (int v = 0; v < height; v++) {
double sum = 0.0;
for (int i = 0; i < width; i++) {
for (int j = 0; j < height; j++) {
sum += Math.cos(((2 * i + 1) / (2.0 * width)) * u * Math.PI) * Math.cos(((2 * j + 1) / (2.0 * height)) * v * Math.PI) * (f[i][j]);
}
}
sum *= ((c[u] * c2[v]) / 4.0);
F[u][v] = sum;
}
}
return F;
}
public static class OCR implements com.stardust.mi666.ocr.OCR {
private SimpleTextDetector mSimpleTextDetector;
private Map<Character, boolean[]> mChars = new HashMap<>();
private ImagePHash mImagePHash;
public OCR(ColorDetector colorDetector, int size, int smallerSize) {
mSimpleTextDetector = new SimpleTextDetector(colorDetector);
mImagePHash = new ImagePHash(size, smallerSize);
}
public OCR(ColorDetector colorDetector, ImagePHash pHash) {
mSimpleTextDetector = new SimpleTextDetector(colorDetector);
mImagePHash = pHash;
}
@Override
public void addChar(char ch, Bitmap bitmap) {
mChars.put(ch, mImagePHash.getHash(mSimpleTextDetector.detect(bitmap)));
}
@Override
public char detect(Bitmap bitmap) {
bitmap = mSimpleTextDetector.detect(bitmap);
int min = Integer.MAX_VALUE;
boolean[] h = mImagePHash.getHash(bitmap);
char ch = ' ';
for (Map.Entry<Character, boolean[]> entry : mChars.entrySet()) {
int d = mImagePHash.distance(h, entry.getValue());
//Log.i(LOG_TAG, "char: " + entry.getKey() + " distance: " + d);
if (d < min) {
min = d;
ch = entry.getKey();
}
}
return ch;
}
}
}