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Simba/Units/MMLCore/ocr.pas
Wizzup? a9f52ec1c7 Removed TMWindow.CopyClientToBitmap - please use
TMufasaBitmap.CopyClientToBitmap.
Added a "Set Client" feature to OCRBench, so you can test on runescape.
Also added TMufasaBitmap.ToTBitmap.



git-svn-id: http://www.villavu.com/repositories/merlijn/mufasa@325 3f818213-9676-44b0-a9b4-5e4c4e03d09d
2009-12-23 18:45:03 +00:00

654 lines
18 KiB
ObjectPascal

{
This file is part of the Mufasa Macro Library (MML)
Copyright (c) 2009 by Raymond van Venetië and Merlijn Wajer
MML is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
MML is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with MML. If not, see <http://www.gnu.org/licenses/>.
See the file COPYING, included in this distribution,
for details about the copyright.
OCR class for the Mufasa Macro Library
}
unit ocr;
{$mode objfpc}{$H+}
interface
uses
Classes, SysUtils, MufasaTypes, bitmaps, math, ocrutil,
{Begin To-Remove units. Replace ReadBmp with TMufasaBitmap stuff later.}
graphtype, intfgraphics,graphics;
{End To-Remove unit}
type
TMOCR = class(TObject)
constructor Create(Owner: TObject);
destructor Destroy; override;
function InitTOCR(path: string; shadow: Boolean): boolean;
function GetFontIndex(FontName: string): integer;
function GetFont(FontName: string): TocrData;
function getTextPointsIn(sx, sy, w, h: Integer; shadow: boolean;
var _chars, _shadows: T2DPointArray): Boolean;
function GetUpTextAtEx(atX, atY: integer; shadow: boolean): string;
function GetUpTextAt(atX, atY: integer; shadow: boolean): string;
procedure FilterUpTextByColour(bmp: TMufasaBitmap; w,h: integer);
procedure FilterUpTextByCharacteristics(bmp: TMufasaBitmap; w,h: integer);
procedure FilterShadowBitmap(bmp: TMufasaBitmap);
procedure FilterCharsBitmap(bmp: TMufasaBitmap);
{$IFDEF OCRDEBUG}
procedure DebugToBmp(bmp: TMufasaBitmap; hmod,h: integer);
{$ENDIF}
private
Client: TObject;
OCRData: TocrDataArray;
OCRNames: Array Of String;
OCRPath: string;
{$IFDEF OCRDEBUG}
public
debugbmp: TMufasaBitmap;
{$ENDIF}
end;
{$IFDEF OCRDEBUG}
{$IFDEF LINUX}
const OCRDebugPath = '/tmp/';
{$ELSE}
const OCRDebugPath = '';
{$ENDIF}
{$ENDIF}
implementation
uses
colour_conv, client, files, tpa, mufasatypesutil;
const
ocr_Limit_High = 190;
ocr_Limit_Med = 130;
ocr_Limit_Low = 65;
ocr_White = 16777215;
ocr_Green = 65280;
ocr_Red = 255;
ocr_Yellow = 65535;
ocr_Blue = 16776960;
ocr_ItemC = 16744447;
ocr_Purple = 8388736;
{
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
When splitting the shadows, having the `original' points of the chars would be very helpful when splitting!
Short description:
Merge shadow and char; (Same colour; simple)
Split with spacing of 1.
Remove character points; leaves only shadow. Voila, perfect splitting.
Splitting could go wrong for shadows of characters with two much spacing; like 'h'.
In some cases, this may `bind' characters to each other.
In this case, we need to remove the shadow and split again. After this split
we can put the shadows back in, and see to what group they belong.
We can also just split the chars, and then use their shadow.
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
**************************************************************************************************
}
{
Non optimised. ;-)
}
procedure TMOCR.FilterUpTextByColour(bmp: TMufasaBitmap; w,h: integer);
var
x, y,r, g, b: Integer;
begin
// We're going to filter the bitmap solely on colours first.
// If we found one, we set it to it's `normal' colour.
for y := 0 to bmp.Height - 1 do
for x := 0 to bmp.Width - 1 do
begin
colortorgb(bmp.fastgetpixel(x,y),r,g,b);
// the abs(g-b) < 15 seems to help heaps when taking out crap points
if (r > ocr_Limit_High) and (g > ocr_Limit_High) and (b > ocr_Limit_High)
// 50 or 55. 55 seems to be better.
and (abs(r-g) + abs(r-b) + abs(g-b) < 55) then
// TODO: make 55 a var, and make it so that it can be set
begin
bmp.fastsetpixel(x,y,ocr_White);
continue;
end;
if (r < ocr_Limit_Low) and (g > ocr_Limit_High) and (b > ocr_Limit_High) then
begin
bmp.fastsetpixel(x,y,ocr_Blue);
continue;
end;
if (r < ocr_Limit_Low) and (g > ocr_Limit_High) and (b < ocr_Limit_Low) then
begin
bmp.fastsetpixel(x,y,ocr_Green);
continue;
end;
// false results with fire
if(r > ocr_Limit_High) and (g > 100) and (g < ocr_Limit_High) and (b > 40) and (b < 127) then
begin
bmp.fastsetpixel(x,y,ocr_ItemC);
continue;
end;
if(r > ocr_Limit_High) and (g > ocr_Limit_High) and (b < ocr_Limit_Low) then
begin
bmp.fastsetpixel(x,y,ocr_Yellow);
continue;
end;
// better use g < 40 than ocr_Limit_Low imo
if (r > ocr_Limit_High) and (g < ocr_Limit_Low) and (b < ocr_Limit_Low) then
begin
bmp.fastsetpixel(x,y,ocr_Red);
continue;
end;
if (r > ocr_Limit_High) and (g > ocr_Limit_Low) and (b < ocr_Limit_Low) then
begin
bmp.fastsetpixel(x,y,ocr_Red);
continue;
end;
if (r > ocr_Limit_Med) and (r < (ocr_Limit_High + 10)) and (g > ocr_Limit_Low - 10) and
(b < 20) then
begin
bmp.fastsetpixel(x,y,ocr_Green);
continue;
end;
//shadow
if (r < ocr_Limit_Low) and (g < ocr_Limit_Low) and (b < ocr_Limit_Low) then
begin
bmp.FastSetPixel(x,y, ocr_Purple);
continue;
end;
bmp.fastsetpixel(x,y,0);
end;
// make outline black for shadow characteristics filter
// first and last horiz line = 0
for x := 0 to bmp.width -1 do
bmp.fastsetpixel(x,0,0);
for x := 0 to bmp.width -1 do
bmp.fastsetpixel(x,bmp.height-1,0);
// same for vertical lines
for y := 0 to bmp.Height -1 do
bmp.fastsetpixel(0, y, 0);
for y := 0 to bmp.Height -1 do
bmp.fastsetpixel(bmp.Width-1, y, 0);
end;
procedure TMOCR.FilterUpTextByCharacteristics(bmp: TMufasaBitmap; w,h: integer);
var
x,y: Integer;
begin
// Filter 2
// This performs a `simple' filter.
// What we are doing here is simple checking that if Colour[x,y] is part
// of the uptext, then so must Colour[x+1,y+1], or Colour[x+1,y+1] is a shadow.
// if it is neither, we can safely remove it.
for y := 0 to bmp.Height - 2 do
for x := 0 to bmp.Width - 2 do
begin
if bmp.fastgetpixel(x,y) = clPurple then
continue;
if bmp.fastgetpixel(x,y) = clBlack then
continue;
if (bmp.fastgetpixel(x,y) <> bmp.fastgetpixel(x+1,y+1)) and (bmp.fastgetpixel(x+1,y+1) <> clpurple) then
bmp.fastsetpixel(x,y,{clAqua}0);
end;
// Remove false shadow
for y := bmp.Height - 1 downto 1 do
for x := bmp.Width - 1 downto 1 do
begin
if bmp.fastgetpixel(x,y) <> clPurple then
continue;
if bmp.fastgetpixel(x,y) = bmp.fastgetpixel(x-1,y-1) then
begin
bmp.fastsetpixel(x,y,clSilver);
continue;
end;
if bmp.fastgetpixel(x-1,y-1) = 0 then
bmp.fastsetpixel(x,y,clSilver);
end;
// Now we do another filter like
for y := bmp.Height - 2 downto 0 do
for x := bmp.Width - 2 downto 0 do
begin
if bmp.fastgetpixel(x,y) = clPurple then
continue;
if bmp.fastgetpixel(x,y) = clBlack then
continue;
if (bmp.fastgetpixel(x,y) = bmp.fastgetpixel(x+1,y+1) ) then
continue;
if bmp.fastgetpixel(x+1,y+1) <> clPurple then
begin
bmp.fastsetpixel(x,y,clOlive);
continue;
end;
end;
end;
{$IFDEF OCRDEBUG}
procedure TMOCR.DebugToBmp(bmp: TMufasaBitmap; hmod, h: integer);
var
x,y: integer;
begin
for y := 0 to bmp.height - 1 do
for x := 0 to bmp.width - 1 do
debugbmp.fastsetpixel(x,y + hmod *h,bmp.fastgetpixel(x,y));
end;
{$ENDIF}
function getshadows(shadowsbmp:TMufasaBitmap; charpoint: tpointarray): tpointarray;
var
i,c:integer;
begin
setlength(result,length(charpoint));
c:=0;
for i := 0 to high(charpoint) do
begin
if shadowsbmp.fastgetpixel(charpoint[i].x+1,charpoint[i].y+1) = clPurple then
begin
result[c]:=point(charpoint[i].x+1, charpoint[i].y+1);
inc(c);
end;
end;
setlength(result,c);
end;
procedure TMOCR.FilterShadowBitmap(bmp: TMufasaBitmap);
var
x,y:integer;
begin
for y := 0 to bmp.Height - 1 do
for x := 0 to bmp.Width - 1 do
begin
if bmp.fastgetpixel(x,y) <> clPurple then
begin
bmp.FastSetPixel(x,y,0);
continue;
end;
end;
end;
procedure TMOCR.FilterCharsBitmap(bmp: TMufasaBitmap);
var
x,y: integer;
begin
begin
for y := 0 to bmp.Height - 1 do
for x := 0 to bmp.Width - 1 do
begin
if bmp.fastgetpixel(x,y) = clPurple then
begin
bmp.FastSetPixel(x,y,0);
continue;
end;
if bmp.fastgetpixel(x,y) = clOlive then
begin
bmp.FastSetPixel(x,y,0);
continue;
end;
if bmp.fastgetpixel(x,y) = clSilver then
begin
bmp.FastSetPixel(x,y,0);
continue;
end;
end;
end;
end;
function TMOCR.getTextPointsIn(sx, sy, w, h: Integer; shadow: boolean;
var _chars, _shadows: T2DPointArray): Boolean;
var
bmp, shadowsbmp, charsbmp: TMufasaBitmap;
x,y: integer;
r,g,b: integer;
n: TNormArray;
{$IFDEF OCRDEBUG}
dx,dy: integer;
{$ENDIF}
shadows: T2DPointArray;
helpershadow: TPointArray;
chars: TPointArray;
charscount: integer;
chars_2d, chars_2d_b, finalchars: T2DPointArray;
pc: integer;
bb: Tbox;
begin
bmp := TMufasaBitmap.Create;
{ Increase to create a black horizonal line at the top and at the bottom }
{ This so the crappy algo can do it's work correctly. }
bmp.SetSize(w + 2, h + 2);
// Copy the client to out working bitmap.
bmp.CopyClientToBitmap(TClient(Client).MWindow, False, 1{0},1, sx, sy, sx + w - 1, sy + h - 1);
{$IFDEF OCRSAVEBITMAP}
bmp.SaveToFile(OCRDebugPath + 'ocrinit.bmp');
{$ENDIF}
{$IFDEF OCRDEBUG}
debugbmp := TMufasaBitmap.Create;
debugbmp.SetSize(w + 2, (h + 2) * 7);
{$ENDIF}
{$IFDEF OCRDEBUG}
DebugToBmp(bmp,0,h);
{$ENDIF}
// Filter 1
FilterUpTextByColour(bmp,w,h);
{$IFDEF OCRSAVEBITMAP}
bmp.SaveToFile(OCRDebugPath + 'ocrcol.bmp');
{$ENDIF}
{$IFDEF OCRDEBUG}
DebugToBmp(bmp,1,h);
{$ENDIF}
FilterUpTextByCharacteristics(bmp,w,h);
{$IFDEF OCRSAVEBITMAP}
bmp.SaveToFile(OCRDebugPath + 'ocrdebug.bmp');
{$ENDIF}
{$IFDEF OCRDEBUG}
DebugToBmp(bmp,2,h);
{$ENDIF}
// create a bitmap with only the shadows on it
shadowsbmp := bmp.copy;
FilterShadowBitmap(shadowsbmp);
{$IFDEF OCRDEBUG}
DebugToBmp(shadowsbmp,3,h);
{$ENDIF}
// create a bitmap with only the chars on it
charsbmp := bmp.copy;
FilterCharsBitmap(charsbmp);
{$IFDEF OCRDEBUG}
DebugToBmp(charsbmp,4,h);
{$ENDIF}
// this gets the chars from the bitmap.
// TODO:
// We should make a different TPA
// for each colour, rather than put them all in one. Noise can be a of a
// differnet colour.
setlength(chars, charsbmp.height * charsbmp.width);
charscount:=0;
for y := 0 to charsbmp.height - 1 do
for x := 0 to charsbmp.width - 1 do
begin
if charsbmp.fastgetpixel(x,y) > 0 then
begin
chars[charscount]:=point(x,y);
inc(charscount);
end;
end;
setlength(chars,charscount);
chars_2d := SplitTPAEx(chars,1,charsbmp.height);
SortATPAFrom(chars_2d, point(0,0));
for x := 0 to high(chars_2d) do
begin
pc := random(clWhite);
for y := 0 to high(chars_2d[x]) do
charsbmp.FastSetPixel(chars_2d[x][y].x, chars_2d[x][y].y, pc);
end;
{$IFDEF OCRDEBUG}
DebugToBmp(charsbmp,5,h);
{$ENDIF}
for y := 0 to high(chars_2d) do
begin
bb:=gettpabounds(chars_2d[y]);
if (bb.x2 - bb.x1 > 10) or (length(chars_2d[y]) > 70) then
begin // more than one char
{$IFDEF OCRDEBUG}
if length(chars_2d[y]) > 70 then
writeln('more than one char at y: ' + inttostr(y));
if (bb.x2 - bb.x1 > 10) then
writeln('too wide at y: ' + inttostr(y));
{$ENDIF}
helpershadow:=getshadows(shadowsbmp,chars_2d[y]);
chars_2d_b := splittpaex(helpershadow,2,shadowsbmp.height);
//writeln('chars_2d_b length: ' + inttostr(length(chars_2d_b)));
shadowsbmp.DrawATPA(chars_2d_b);
for x := 0 to high(chars_2d_b) do
begin
setlength(shadows,length(shadows)+1);
shadows[high(shadows)] := ConvTPAArr(chars_2d_b[x]);
end;
end else
if length(chars_2d[y]) < 70 then
begin
setlength(shadows,length(shadows)+1);
shadows[high(shadows)] := getshadows(shadowsbmp, chars_2d[y]);
end;
end;
SortATPAFromFirstPoint(chars_2d, point(0,0));
for y := 0 to high(chars_2d) do
begin
if length(chars_2d[y]) > 70 then
continue;
setlength(finalchars,length(finalchars)+1);
finalchars[high(finalchars)] := chars_2d[y];
end;
SortATPAFromFirstPoint(shadows, point(0,0));
for x := 0 to high(shadows) do
begin
pc:=0;
pc := random(clWhite);
//pc := rgbtocolor(integer(round((x+1)*255/length(shadows))), round((x+1)*255/length(shadows)), round((x+1)*255/length(shadows)));
for y := 0 to high(shadows[x]) do
shadowsbmp.FastSetPixel(shadows[x][y].x, shadows[x][y].y, pc);
end;
{$IFDEF OCRDEBUG}
DebugToBmp(shadowsbmp,6,h);
{$ENDIF}
_chars := finalchars;
_shadows := shadows;
bmp.Free;
charsbmp.Free;
shadowsbmp.Free;
end;
constructor TMOCR.Create(Owner: TObject);
var
files: TStringArray;
begin
inherited Create;
Self.Client := Owner;
SetLength(OCRData, 0);
SetLength(OCRNames, 0);
end;
destructor TMOCR.Destroy;
begin
SetLength(OCRData, 0);
SetLength(OCRNames, 0);
inherited Destroy;
end;
function TMOCR.InitTOCR(path: string; shadow: boolean): boolean;
var
dirs: array of string;
i: longint;
dir: string;
begin
{ This must be dynamic }
writeln(path);
dirs := GetDirectories(path);
SetLength(OCRData, length(dirs) * 2);
SetLength(OCRNames, length(dirs) * 2);
for i := 0 to high(dirs) do
begin
OCRData[i] := ocrutil.InitOCR(path + dirs[i] + DS, false);
OCRNames[i] := dirs[i];
OCRData[i+length(dirs)] := ocrutil.InitOCR(path + dirs[i] + DS, true);
OCRNames[i+length(dirs)] := dirs[i] + '_s';
{writeln('Loaded Font ' + OCRNames[i]);
writeln('Loaded Font ' + OCRNames[i+1]);}
end;
Result := (length(OCRData) > 0);
OCRPath := path;
end;
function TMOCR.GetFontIndex(FontName: string): integer;
var
i: integer;
begin
if length(OCRNames) <> length(OCRData) then
raise Exception.Create('Internal OCR error. Len(OCRData) <> Len(OCRNames)');
for i := 0 to high(OCRNames) do
if FontName = OCRNames[i] then
begin
Exit(i);
end;
raise Exception.Create('Font ' + FontName + ' is not loaded.');
end;
function TMOCR.GetFont(FontName: string): TocrData;
var
i: integer;
begin
if length(OCRNames) <> length(OCRData) then
raise Exception.Create('Internal OCR error. Len(OCRData) <> Len(OCRNames)');
for i := 0 to high(OCRNames) do
if FontName = OCRNames[i] then
begin
Exit(OCRData[i]);
end;
raise Exception.Create('Font ' + FontName + ' is not loaded.');
end;
function TMOCR.GetUpTextAtEx(atX, atY: integer; shadow: boolean): string;
var
n:Tnormarray;
ww, hh,i,j: integer;
font: TocrData;
chars, shadows, thachars: T2DPointArray;
t:Tpointarray;
b,lb:tbox;
lbset: boolean;
begin
ww := 400;
hh := 20;
getTextPointsIn(atX, atY, ww, hh, shadow, chars, shadows);
// only shadow!
//shadow:=true;
if shadow then
begin
font := GetFont('UpChars_s');
thachars := shadows;
{$IFDEF OCRDEBUG}
writeln('using shadows');
{$ENDIF}
end
else
begin
font := GetFont('UpChars');
thachars := chars;
{$IFDEF OCRDEBUG}
writeln('not using shadows');
{$ENDIF}
end;
lbset:=false;
//writeln(format('FFont Width/Height: (%d, %d)', [font.width,font.height]));
setlength(n, (font.width+1) * (font.height+1));
for j := 0 to high(thachars) do
begin
for i := 0 to high(n) do
n[i] := 0;
t:= thachars[j];
b:=gettpabounds(t);
if not lbset then
begin
lb:=b;
lbset:=true;
end else
begin
if b.x1 - lb.x2 > 5 then
result:=result+' ';
lb:=b;
end;
for i := 0 to high(t) do
t[i] := t[i] - point(b.x1,b.y1);
for i := 0 to high(thachars[j]) do
begin
n[(thachars[j][i].x) + ((thachars[j][i].y) * font.width)] := 1;
end;
result := result + GuessGlyph(n, font);
//writeln('--'+GuessGlyph(n, font));
end;
//Result := ocrDetect(n, ww-1, hh-1, font);
//Result:='To do';
//Result:='';
end;
function TMOCR.GetUpTextAt(atX, atY: integer; shadow: boolean): string;
begin
if shadow then
result := GetUpTextAtEx(atX, atY, true)
else
result := GetUpTextAtEx(atX, atY, false);
end;
end.