Commit 5c89c786 authored by lluis's avatar lluis

Adds OCRTesseract class and sample demo

parent 70a2bca2
set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} ${CMAKE_CURRENT_SOURCE_DIR})
find_package(Tesseract)
if(Tesseract_FOUND)
message(STATUS "Tesseract: YES")
set(HAVE_TESSERACT 1)
else()
message(STATUS "Tesseract: NO")
endif()
configure_file(${CMAKE_CURRENT_SOURCE_DIR}/text_config.hpp.in
${CMAKE_BINARY_DIR}/text_config.hpp @ONLY)
include_directories(${CMAKE_CURRENT_BINARY_DIR})
if(${Tesseract_FOUND})
include_directories(${Tesseract_INCLUDE_DIR})
endif()
set(the_description "Text Detection and Recognition")
ocv_define_module(text opencv_ml opencv_highgui opencv_imgproc opencv_core)
if(${Tesseract_FOUND})
target_link_libraries(opencv_text ${Tesseract_LIBS})
endif()
# Tesseract OCR
unset(Tesseract_FOUND)
find_path(Tesseract_INCLUDE_DIR tesseract/baseapi.h
HINTS
/usr/include
/usr/local/include)
find_library(Tesseract_LIBRARY NAMES tesseract
HINTS
/usr/lib
/usr/local/lib)
find_library(Lept_LIBRARY NAMES lept
HINTS
/usr/lib
/usr/local/lib)
set(Tesseract_LIBS ${Tesseract_LIBRARY} ${Lept_LIBRARY})
if(Tesseract_LIBS AND Tesseract_INCLUDE_DIR)
set(Tesseract_FOUND 1)
endif()
......@@ -40,5 +40,6 @@ the use of this software, even if advised of the possibility of such damage.
#define __OPENCV_TEXT_HPP__
#include "opencv2/text/erfilter.hpp"
#include "opencv2/text/ocr.hpp"
#endif
/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
// Copyright (C) 2013, OpenCV Foundation, all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the Intel Corporation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/
#ifndef __OPENCV_TEXT_OCR_HPP__
#define __OPENCV_TEXT_OCR_HPP__
#include "text_config.hpp"
#ifdef HAVE_TESSERACT
#include <tesseract/baseapi.h>
#include <tesseract/resultiterator.h>
#endif
#include "opencv2/core.hpp"
#include <vector>
#include <string>
namespace cv
{
namespace text
{
using namespace std;
enum
{
OCR_LEVEL_WORD,
OCR_LEVEL_TEXTLINE
};
#ifdef HAVE_TESSERACT
class CV_EXPORTS OCRTesseract
{
private:
tesseract::TessBaseAPI tess;
public:
//Default constructor
OCRTesseract(const char* datapath=NULL, const char* language=NULL, const char* char_whitelist=NULL,
tesseract::OcrEngineMode oem=tesseract::OEM_DEFAULT, tesseract::PageSegMode psmode=tesseract::PSM_AUTO);
~OCRTesseract();
void run(Mat& image, string& output_text, vector<Rect>* component_rects=NULL,
vector<string>* component_texts=NULL, vector<float>* component_confidences=NULL,
int component_level=0);
};
#else
//stub
class CV_EXPORTS OCRTesseract
{
public:
//Default constructor
OCRTesseract(const char* datapath=NULL, const char* language=NULL, const char* char_whitelist=NULL,
int oem=0, int psmode=0);
~OCRTesseract();
void run(Mat& image, string& output_text, vector<Rect>* component_rects=NULL,
vector<string>* component_texts=NULL, vector<float>* component_confidences=NULL,
int component_level=0);
};
#endif
}
}
#endif // _OPENCV_TEXT_OCR_HPP_
This diff is collapsed.
/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
// warranties of merchantability and fitness for a particular purpose are disclaimed.
// In no event shall the Intel Corporation or contributors be liable for any direct,
// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
// or tort (including negligence or otherwise) arising in any way out of
// the use of this software, even if advised of the possibility of such damage.
//
//M*/
#include "precomp.hpp"
#include "opencv2/imgproc.hpp"
#include "opencv2/ml.hpp"
#include <iostream>
#include <fstream>
#include <queue>
namespace cv
{
namespace text
{
using namespace std;
#ifdef HAVE_TESSERACT
//Default constructor
OCRTesseract::OCRTesseract(const char* datapath, const char* language, const char* char_whitelist, tesseract::OcrEngineMode oemode, tesseract::PageSegMode psmode)
{
const char *lang = "eng";
if (language != NULL)
lang = language;
if (tess.Init(datapath, lang, oemode))
{
cout << "OCRTesseract: Could not initialize tesseract." << endl;
throw 1;
}
//cout << "OCRTesseract: tesseract version " << tess.Version() << endl;
tesseract::PageSegMode pagesegmode = psmode;
tess.SetPageSegMode(pagesegmode);
if(char_whitelist != NULL)
tess.SetVariable("tessedit_char_whitelist", char_whitelist);
else
tess.SetVariable("tessedit_char_whitelist", "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ");
tess.SetVariable("save_best_choices", "T");
}
OCRTesseract::~OCRTesseract()
{
tess.End();
}
void OCRTesseract::run(Mat& image, string& output, vector<Rect>* component_rects,
vector<string>* component_texts, vector<float>* component_confidences, int component_level)
{
CV_Assert( (image.type() == CV_8UC1) || (image.type() == CV_8UC1) );
if (component_texts != 0)
component_texts->clear();
if (component_rects != 0)
component_rects->clear();
if (component_confidences != 0)
component_confidences->clear();
tess.SetImage((uchar*)image.data, image.size().width, image.size().height, image.channels(), image.step1());
tess.Recognize(0);
output = string(tess.GetUTF8Text());
if ( (component_rects != NULL) || (component_texts != NULL) || (component_confidences != NULL) )
{
tesseract::ResultIterator* ri = tess.GetIterator();
tesseract::PageIteratorLevel level = tesseract::RIL_WORD;
if (component_level == OCR_LEVEL_TEXTLINE)
level = tesseract::RIL_TEXTLINE;
if (ri != 0) {
do {
const char* word = ri->GetUTF8Text(level);
if (word == NULL)
continue;
float conf = ri->Confidence(level);
int x1, y1, x2, y2;
ri->BoundingBox(level, &x1, &y1, &x2, &y2);
if (component_texts != 0)
component_texts->push_back(string(word));
if (component_rects != 0)
component_rects->push_back(Rect(x1,y1,x2-x1,y2-y1));
if (component_confidences != 0)
component_confidences->push_back(conf);
delete[] word;
} while (ri->Next(level));
}
delete ri;
}
tess.Clear();
}
#else
//Stub constructor
OCRTesseract::OCRTesseract(const char* datapath, const char* language, const char* char_whitelist, int oemode, int psmode)
{
cout << "OCRTesseract("<<oemode<<psmode<<"): Tesseract not found." << endl;
if (datapath != NULL)
cout << " " << datapath << endl;
if (language != NULL)
cout << " " << language << endl;
if (char_whitelist != NULL)
cout << " " << char_whitelist << endl;
}
//Stub destructor
OCRTesseract::~OCRTesseract()
{
}
//Stub method, does nothing
void OCRTesseract::run(Mat& image, string& output, vector<Rect>* component_rects,
vector<string>* component_texts, vector<float>* component_confidences, int component_level)
{
CV_Assert( (image.type() == CV_8UC1) || (image.type() == CV_8UC1) );
cout << "OCRTesseract(" << component_level << image.type() <<"): Tesseract not found." << endl;
output.clear();
if(component_rects)
component_rects->clear();
if(component_texts)
component_texts->clear();
if(component_confidences)
component_confidences->clear();
}
#endif
}
}
#ifndef __OPENCV_TEXT_CONFIG_HPP__
#define __OPENCV_TEXT_CONFIG_HPP__
// HAVE OCR Tesseract
#cmakedefine HAVE_TESSERACT
#endif
\ No newline at end of file
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