Testing OR instead of XOR for change detection.

src/openCV/main.cpp

@@ -20,7 +20,7 @@ ofstream createCSV(filesystem::path videoFilePath);
 //    and returns true for when the ratio of the sum of those changes is sufficiently large.
 bool detectChange(Mat firstFrame, Mat secFrame);
 
-double percentChangeThreshold = 0.00048828125; // 2^-11
+double percentChangeThreshold = 0.001;
 
 int main(int argc, char** argv) {
   if (argc != 2) {
@@ -37,6 +37,7 @@ int main(int argc, char** argv) {
   }
 
   ofstream csv = createCSV(videoPath);
+
   VideoCapture decoder(videoPath.string());
   auto start = chrono::steady_clock::now();
 
@@ -100,7 +101,7 @@ int main(int argc, char** argv) {
   decoder.release();
 
   // Detection interval padding logic; essentially applies 1D dilation (morphological operation).
-  int framesPaddedEachSide = round((paddingTime_s/2)*detectionsPerSec + 0.5);
+  int framesPaddedEachSide = ceil((paddingTime_s/2)*detectionsPerSec + 0.5);
   vector<bool> dilated = motionVec;
   for(int i=0; i<motionVec.size(); i++) {
     if (motionVec[i] == 1) {
@@ -157,8 +158,8 @@ bool detectChange(Mat firstFrame, Mat secFrame) {
     for(int j = 0; j < firstFrame.cols; j++)
     {
         int pos = i*j + j;
-        sum += firstFrameArr[pos] ^ secFrameArr[pos];
+        sum += firstFrameArr[pos] | secFrameArr[pos];
     }
   }
-  return sum/(firstFrame.rows*firstFrame.cols) > percentChangeThreshold;
+  return 4*sum/(firstFrame.rows*firstFrame.cols) > percentChangeThreshold;
 }
\ No newline at end of file

src/python/RunDetection.py

@@ -27,7 +27,7 @@ def main(inputVideo):
             print("No input folder found. Creating it now. Place input video files in that folder.")
             return
         print("Processing file {file}".format(file=inputVideo))
-        #os.system("opencvtest.exe {input}".format(input="input/{file}".format(file=inputVideo)))
+        os.system("opencvtest.exe {input}".format(input="input/{file}".format(file=inputVideo)))
 
         prefix, ext = os.path.splitext(inputVideo)
         print("\nVideo processed and outputted to {csv}.".format(csv=prefix+".csv"))