Changeset 33326

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Timestamp:
13.07.2019 13:00:32 (5 weeks ago)
Author:
cpb16
Message:

Completed linecluster with x position dectection, need to test

Location:
other-projects/is-sheet-music-encore/trunk/image-identification-development
Files:
3 modified

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  • other-projects/is-sheet-music-encore/trunk/image-identification-development/.idea/workspace.xml

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  • other-projects/is-sheet-music-encore/trunk/image-identification-development/src/Main.java

    r33325 r33326  
    104104 
    105105public class Main { 
     106    //GLOBAL_CONSTANTS 
     107    static double CLUSTER_DISTANCE_MAX      = 40; 
     108    static double CLUSTER_DISTANCE_MIN      = 2; 
     109    static int CLASSIFIER_HOUGHLINESP_MIN   = 10; 
     110    static int CLASSIFIER_HOUGHLINESP_MAX   = 65; 
     111    static int HOUGHLINEP_THRESHOLD         = 10; 
     112    static int STANDARD_DEVIATION_THRESHOLD = 6; 
     113    static int MINLINECOUNT                 = 40; 
     114    static int MAXLINEGAP                   = 1;  //4 
     115    static double SLOPEGRADIENT             = 0.02; 
     116 
    106117    //DEPENDENT FUNCTIONS AND CLASSES 
    107118    static class StartAndEndPoint { 
     
    196207        } 
    197208        variance = Math.abs(temp/(size -1)); 
    198         System.out.println("VARIANCE: " + variance); 
     209        //System.out.println("VARIANCE: " + variance); 
    199210        return variance; 
    200211    } 
     
    207218    public static Boolean ClusterCheck(StartAndEndPoint parseArray[]){ 
    208219        try { 
    209             System.out.println("LENGTH: " + parseArray.length); 
     220            //System.out.println("LENGTH: " + parseArray.length); 
    210221            //MAKE THREE COMPARISONS 
    211222            //After clusters have been found. 
     
    221232            if (variance <= CLUSTER_DISTANCE_MAX && variance > CLUSTER_DISTANCE_MIN) { 
    222233                for (int i = 0; i < parseArray.length - 1; i++) { 
    223                     System.out.println(i); 
     234                    //System.out.println(i); 
    224235                    double l1_S = parseArray[i].getP1().x; 
    225236                    double l1_E = parseArray[i].getP2().x; 
     
    231242                        //baseLineStart is l1_S (call with lineComparison) 
    232243                        consistent = lineComparison(l1_S, l2_S, l2_E); 
    233  
    234244                    } else if (l2_S > l1_S) { 
    235245                        //baseLineStart is l2_S (call with lineComparison) 
     
    241251                    //Check if false was returned; 
    242252                    if (consistent == false) { 
    243                         System.out.println(" X positions of two lines did not overlap each other" + '\t'); 
     253                        /*System.out.print(" X positions of two lines did not overlap each other:" + '\t'); 
    244254                        System.out.print("l1_S: " + l1_S + '\t'); 
    245255                        System.out.print("l1_E: " + l1_E + '\t'); 
    246256                        System.out.print("l2_S: " + l2_S + '\t'); 
    247257                        System.out.print("l2_E: " + l2_E); 
     258                        System.out.println(" ");*/ 
    248259                        return false; 
    249260                    } 
     
    253264                return true; 
    254265            } 
    255             System.out.println("Did not meet Cluster Distance Min and Max requirements, Variance = " + variance); 
     266            //System.out.println("Did not meet Cluster Distance Min and Max requirements, Variance = " + variance); 
    256267            return false; 
    257268        } 
     
    262273    } 
    263274 
    264     //GLOBAL_CONSTANTS 
    265     static double CLUSTER_DISTANCE_MAX      = 15; 
    266     static double CLUSTER_DISTANCE_MIN      = 2; 
    267     static int CLASSIFIER_HOUGHLINESP_MIN   = 10; 
    268     static int CLASSIFIER_HOUGHLINESP_MAX   = 65; 
    269     static int HOUGHLINEP_THRESHOLD         = 10; 
    270     static int STANDARD_DEVIATION_THRESHOLD = 6; 
    271     static int MINLINECOUNT                 = 40; 
    272     static int MAXLINEGAP                   = 1;  //4 
    273     static double SLOPEGRADIENT             = 0.02; 
    274     //SHOULD TURN INTO ARGS 
    275275 
    276276    //CLASSIFYING FUNCTIONS 
     
    571571        return returnArray; 
    572572    } 
    573  
    574573    private static ArrayList ClassifierLineClusterPt(ArrayList<StartAndEndPoint> linePointsArray, Mat clustersFoundRGB){ 
    575574        /* 
     
    618617                    } 
    619618                } 
    620                 /*for (double num : closeLineYPos){ 
    621                       System.out.println(num); 
    622                 } */ 
    623619 
    624620                //2. Now check if there are four of these are close to each other. 
     
    638634                }); 
    639635                closeLinePts = removeDuplicates(closeLinePts); 
    640                 /*DISPLAYING AS EXCEPTED! WOO! 
    641                 for (StartAndEndPoint pt : closeLinePts) { 
     636                //DISPLAYING AS EXCEPTED! WOO! 
     637                /*for (StartAndEndPoint pt : closeLinePts) { 
    642638                    System.out.println("CloseLinePTs: " + pt.getP1().y); 
    643                 } 
    644                 */ 
     639                }*/ 
     640 
    645641 
    646642                if(closeLinePts.size() >= 4) { 
    647643                    //FOR every item in array of CloseLines 
    648                     for(int i= 0; i< closeLinePts.size(); i++){ 
     644                    for(int i= 0; i < closeLinePts.size(); i++){ 
    649645                        //If last comparator is at end of array. 
    650646                        if(i + 4 >= closeLinePts.size()){ 
     
    674670                                else{ 
    675671                                    //break 
    676                                     //System.out.println("ELSE, i = " + i+ " closeLineYpos size= " + closeLineYPos.size()); 
    677672                                    Thread.sleep(2000); 
     673                                    System.out.println("End of closeLinePts -> break , i = " + i+ " closeLineYpos size= " + closeLinePts.size()); 
    678674                                    break; 
    679675                                } 
     
    705701                        } 
    706702                    } 
    707  
    708703                } 
    709704 
     
    712707                if(clusterCount >= 1){ 
    713708                    returnArray.add(true); 
    714                     returnArray.add(closeLinePts.size()); 
    715709                    returnArray.add(clusterCount); 
    716710                    returnArray.add(clustersFoundRGB); 
     
    718712                else{ 
    719713                    returnArray.add(false); 
    720                     returnArray.add(closeLinePts.size()); 
    721714                    returnArray.add(clusterCount); 
     715                    returnArray.add(clustersFoundRGB); 
    722716                } 
    723717            } 
    724718        } 
    725719        catch (Exception e) { 
    726             System.err.println("          " +e.getMessage()); 
     720            System.err.println(e.getMessage()); 
    727721        } 
    728722        return returnArray; 
    729723    } 
    730724 
    731  
    732  
     725    //MAIN 
    733726    public static void main(String[] args) { 
    734727 
     
    796789            //Prove by finding number of points from one end to other: 
    797790            //Get width of image. 
    798             File filenameTest = new File("TestImages/NotSheetMusic02.png"); 
    799             BufferedImage i = ImageIO.read(filenameTest); 
     791            //File filenameTest = new File("TestImages/NotSheetMusic02.png"); 
     792            //BufferedImage i = ImageIO.read(filenameTest); 
    800793            BufferedImage toBeClassifiedImg = toBufferedImage(edgesDetectedRGB); 
    801794 
     
    805798            //HighGui.imshow("Source", original); 
    806799            //HighGui.imshow("Just Edges", justEdges); //TESTING 
    807             //HighGui.imshow("Detected Lines (in red) - positive", edgesDetectedRGB); 
    808             if(ClassifierLineClusterPt(pointArrayList, clustersFoundRGB).get(3) != null) { 
    809                 HighGui.imshow("CLUSTERS FOUND", clustersFoundRGB); 
    810             } 
     800            HighGui.imshow("LINES FOUND", edgesDetectedRGB); 
     801            HighGui.imshow("CLUSTERS FOUND", clustersFoundRGB); 
     802 
    811803            //HighGui.imshow("Detected Lines (in red) - negative", edgesDetectedRGBProb); 
    812804 
    813805 
    814806 
    815             //System.out.println("LINE COUNT RESULT:   " +  ClassifierLineCount(horizontalLineCount) + '\t' +"LineCount: " + horizontalLineCount); //COUNT OF LINES CLASSIFICATION 
     807            System.out.println("LINE COUNT RESULT:   " +  ClassifierLineCount(horizontalLineCount) + '\t' +"LinesFound: " + horizontalLineCount); //COUNT OF LINES CLASSIFICATION 
    816808            //System.out.println("LINE CLUSTER RESULT: " +  ClassifierLineClusterOLD(toBeClassifiedImg).get(0) + '\t' + "LinesFound: " + ClassifierLineClusterOLD(toBeClassifiedImg).get(1) + '\t' + "ClustersFound: " + ClassifierLineClusterOLD(toBeClassifiedImg).get(2)); 
    817             //System.out.println("NEW CLUSTER RESULTS: " +  ClassifierLineCluster(pointArrayList,clustersFoundRGB).get(0) + '\t' + "LinesFound: " + ClassifierLineCluster(pointArrayList,clustersFoundRGB).get(1) + '\t' + "ClustersFound: " + ClassifierLineCluster(pointArrayList,clustersFoundRGB).get(2)); 
    818             System.out.println(ClassifierLineClusterPt(pointArrayList, clustersFoundRGB)); 
     809            System.out.println("NEW CLUSTER RESULTS: " +  ClassifierLineClusterPt(pointArrayList,clustersFoundRGB).get(0) + '\t' + "LinesFound: " + horizontalLineCount + '\t' + "ClustersFound: " + ClassifierLineClusterPt(pointArrayList,clustersFoundRGB).get(1)); 
     810            //System.out.println(ClassifierLineClusterPt(pointArrayList, clustersFoundRGB)); 
    819811 
    820812            // Wait and Exit