/* * Copyright (c) 2013 New Designs Unlimited, LLC * Opensource Automated License Plate Recognition [http://www.openalpr.com] * * This file is part of OpenAlpr. * * OpenAlpr is free software: you can redistribute it and/or modify * it under the terms of the GNU Affero General Public License * version 3 as published by the Free Software Foundation * * This program 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 Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License * along with this program. If not, see . */ #ifndef OPENALPR_CHARACTERSEGMENTER_H #define OPENALPR_CHARACTERSEGMENTER_H #include "opencv2/imgproc/imgproc.hpp" #include "constants.h" #include "binarize_wolf.h" #include "utility.h" #include "characterregion.h" #include "colorfilter.h" #include "verticalhistogram.h" #include "config.h" //const float MIN_BOX_WIDTH_PX = 4; // 4 pixels const cv::Scalar COLOR_DEBUG_EDGE(0,0,255); // Red const cv::Scalar COLOR_DEBUG_SPECKLES(0,0,255); // Red const cv::Scalar COLOR_DEBUG_MIN_HEIGHT(255,0,0); // Blue const cv::Scalar COLOR_DEBUG_MIN_AREA(255,0,0); // Blue const cv::Scalar COLOR_DEBUG_FULLBOX(255,255,0); // Blue-green const cv::Scalar COLOR_DEBUG_COLORFILTER(255,0,255); // Magenta const cv::Scalar COLOR_DEBUG_EMPTYFILTER(0,255,255); // Yellow class CharacterSegmenter { public: CharacterSegmenter(PipelineData* pipeline_data); virtual ~CharacterSegmenter(); int confidence; private: Config* config; PipelineData* pipeline_data; CharacterAnalysis* charAnalysis; LineSegment top; LineSegment bottom; std::vector imgDbgGeneral; std::vector imgDbgCleanStages; std::vector filter(cv::Mat img, std::vector > contours, std::vector hierarchy); std::vector filterByBoxSize(std::vector< std::vector > contours, std::vector goodIndices, float minHeightPx, float maxHeightPx); std::vector filterBetweenLines(cv::Mat img, std::vector > contours, std::vector hierarchy, std::vector outerPolygon, std::vector goodIndices); std::vector filterContourHoles(std::vector > contours, std::vector hierarchy, std::vector goodIndices); std::vector getBestVotedLines(cv::Mat img, std::vector > contours, std::vector goodIndices); int getGoodIndicesCount(std::vector goodIndices); cv::Mat getCharacterMask(cv::Mat img_threshold, std::vector > contours, std::vector hierarchy, std::vector goodIndices); cv::Mat getCharBoxMask(cv::Mat img_threshold, std::vector charBoxes); void removeSmallContours(std::vector thresholds, std::vector > > allContours, float avgCharWidth, float avgCharHeight); cv::Mat getVerticalHistogram(cv::Mat img, cv::Mat mask); std::vector getHistogramBoxes(VerticalHistogram histogram, float avgCharWidth, float avgCharHeight, float* score); std::vector getBestCharBoxes(cv::Mat img, std::vector charBoxes, float avgCharWidth); std::vector combineCloseBoxes( std::vector charBoxes, float avgCharWidth); std::vector get1DHits(cv::Mat img, int yOffset); void cleanCharRegions(std::vector thresholds, std::vector charRegions); void cleanBasedOnColor(std::vector thresholds, cv::Mat colorMask, std::vector charRegions); void cleanMostlyFullBoxes(std::vector thresholds, const std::vector charRegions); std::vector filterMostlyEmptyBoxes(std::vector thresholds, const std::vector charRegions); void filterEdgeBoxes(std::vector thresholds, const std::vector charRegions, float avgCharWidth, float avgCharHeight); int getLongestBlobLengthBetweenLines(cv::Mat img, int col); int isSkinnyLineInsideBox(cv::Mat threshold, cv::Rect box, std::vector > contours, std::vector hierarchy, float avgCharWidth, float avgCharHeight); std::vector getEncapsulatingLines(cv::Mat img, std::vector > contours, std::vector goodIndices); }; #endif // OPENALPR_CHARACTERSEGMENTER_H