From bbca7b0c7f0f90672b6eb78b811e08812f60838f Mon Sep 17 00:00:00 2001
From: lluis <lgomez@cvc.uab.es>
Date: Wed, 30 Jul 2014 20:34:38 +0200
Subject: [PATCH] removes hardcoded filename for ERFilter used in feedback loop
 by adding a dummy classifier

---
 modules/text/samples/textdetection.cpp |  4 +---
 modules/text/src/erfilter.cpp          | 22 +++++++++++++++++++++-
 2 files changed, 22 insertions(+), 4 deletions(-)

diff --git a/modules/text/samples/textdetection.cpp b/modules/text/samples/textdetection.cpp
index d6f7397d5..2cf67b0cb 100644
--- a/modules/text/samples/textdetection.cpp
+++ b/modules/text/samples/textdetection.cpp
@@ -32,6 +32,7 @@ int main(int argc, const char * argv[])
 
     if (argc < 2) show_help_and_exit(argv[0]);
 
+    namedWindow("grouping",WINDOW_NORMAL);
     Mat src = imread(argv[1]);
 
     // Extract channels to be processed individually
@@ -59,16 +60,13 @@ int main(int argc, const char * argv[])
 
     // Detect character groups
     cout << "Grouping extracted ERs ... ";
-    cout << "image size "<< src.cols << "x" << src.rows << endl;
     vector< vector<Vec2i> > region_groups;
     vector<Rect> groups_boxes;
     erGrouping(src, channels, regions, region_groups, groups_boxes, ERGROUPING_ORIENTATION_HORIZ);
     //erGrouping(src, channels, regions, region_groups, groups_boxes, ERGROUPING_ORIENTATION_ANY, "./trained_classifier_erGrouping.xml", 0.5);
 
     // draw groups
-    cout << "image size "<< src.cols << "x" << src.rows << endl;
     groups_draw(src, groups_boxes);
-    cout << "image size "<< src.cols << "x" << src.rows << endl;
     imshow("grouping",src);
 
     cout << "Done!" << endl << endl;
diff --git a/modules/text/src/erfilter.cpp b/modules/text/src/erfilter.cpp
index 5f58d6ee4..3c6a92946 100644
--- a/modules/text/src/erfilter.cpp
+++ b/modules/text/src/erfilter.cpp
@@ -1160,6 +1160,26 @@ Ptr<ERFilter::Callback> loadClassifierNM2(const string& filename)
     return makePtr<ERClassifierNM2>(filename);
 }
 
+// dummy classifier
+class ERDummyClassifier : public ERFilter::Callback
+{
+public:
+    //Constructor
+    ERDummyClassifier() {}
+    // Destructor
+    ~ERDummyClassifier() {}
+
+    // The classifier must return probability measure for the region.
+    double eval(const ERStat& s) {if (s.area ==0) return (double)0.0; return (double)1.0;}
+};
+
+/* Create a dummy classifier that accepts all regions */
+Ptr<ERFilter::Callback> loadDummyClassifier();
+Ptr<ERFilter::Callback> loadDummyClassifier()
+
+{
+    return makePtr<ERDummyClassifier>();
+}
 
 /* ------------------------------------------------------------------------------------*/
 /* -------------------------------- Compute Channels NM -------------------------------*/
@@ -3858,7 +3878,7 @@ void erGroupingNM(InputArray _img, InputArrayOfArrays _src, vector< vector<ERSta
         {
 
             //Feedback loop of detected lines to region extraction ... tries to recover missmatches in the region decomposition step by extracting regions in the neighbourhood of a valid sequence and checking if they are consistent with its line estimates
-            Ptr<ERFilter> er_filter = createERFilterNM1(loadClassifierNM1("trained_classifierNM1.xml"),1,0.005f,0.3f,0.f,true,0.1f);
+            Ptr<ERFilter> er_filter = createERFilterNM1(loadDummyClassifier(),1,0.005f,0.3f,0.f,false);
             for (int i=0; i<(int)valid_sequences.size(); i++)
             {
                 vector<Point> bbox_points;