From 7521e92b03c80c15152f0985ffc1e3af057329a9 Mon Sep 17 00:00:00 2001
From: Théo de la Hogue
Date: Fri, 9 Dec 2022 01:38:35 +0100
Subject: Merging overlapping fixations.

---
 .../DispersionBasedGazeMovementIdentifier.py       |  4 +-
 .../DispersionBasedGazeMovementIdentifier.py       | 43 ++++++++++++++++------
 2 files changed, 33 insertions(+), 14 deletions(-)

(limited to 'src')

diff --git a/src/argaze.test/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py b/src/argaze.test/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
index 497a23f..0ddebc6 100644
--- a/src/argaze.test/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
+++ b/src/argaze.test/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
@@ -178,7 +178,7 @@ class TestDispersionBasedGazeMovementIdentifierClass(unittest.TestCase):
         # Check that fixation overlaps
         self.assertTrue(fixation_B.overlap(fixation_C))
         self.assertTrue(fixation_C.overlap(fixation_B))
-    '''
+
     def test_fixation_overlapping_identification(self):
         """Test DispersionBasedGazeMovementIdentifier identification when fixations overlap."""
 
@@ -210,7 +210,7 @@ class TestDispersionBasedGazeMovementIdentifierClass(unittest.TestCase):
         #self.assertGreaterEqual(fixation.dispersion, dispersion)
         self.assertGreaterEqual(fixation.duration, 2 * size * min_time)
         self.assertLessEqual(fixation.duration, 2 * size * max_time)
-    '''
+
 if __name__ == '__main__':
 
     unittest.main()
\ No newline at end of file
diff --git a/src/argaze/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py b/src/argaze/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
index 8498f84..477aec5 100644
--- a/src/argaze/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
+++ b/src/argaze/GazeAnalysis/DispersionBasedGazeMovementIdentifier.py
@@ -183,27 +183,46 @@ class GazeMovementIdentifier(GazeFeatures.GazeMovementIdentifier):
                 # is the new fixation have a duration ?
                 if new_fixation.duration > 0:
 
+                    # does a former fixation have been identified ?
                     if self.__last_fixation != None:
 
-                        # store start and end positions in a timestamped buffer
-                        ts_saccade_positions = GazeFeatures.TimeStampedGazePositions()
+                        # merge new fixation if it overlaps last fixation
+                        if self.__last_fixation.overlap(new_fixation):
 
-                        start_position_ts, start_position = self.__last_fixation.positions.last
-                        ts_saccade_positions[start_position_ts] = start_position
+                            self.__last_fixation.merge(new_fixation)
+                            new_fixation = None
 
-                        end_position_ts, end_position = new_fixation.positions.first
-                        ts_saccade_positions[end_position_ts] = end_position
+                        # else output last fixation and create a saccade
+                        else:
 
-                        if end_position_ts > start_position_ts:
+                            yield self.__last_fixation
+                            
+                            # store start and end positions in a timestamped buffer
+                            ts_saccade_positions = GazeFeatures.TimeStampedGazePositions()
 
-                            new_saccade = Saccade(ts_saccade_positions)
-                        
-                            yield new_saccade
+                            start_position_ts, start_position = self.__last_fixation.positions.last
+                            ts_saccade_positions[start_position_ts] = start_position
 
-                    self.__last_fixation = new_fixation
+                            end_position_ts, end_position = new_fixation.positions.first
+                            ts_saccade_positions[end_position_ts] = end_position
 
-                    yield new_fixation
+                            if end_position_ts > start_position_ts:
+
+                                new_saccade = Saccade(ts_saccade_positions)
+                                
+                                yield new_saccade
+
+                            self.__last_fixation = new_fixation
+
+                    else:
+
+                        self.__last_fixation = new_fixation
+                        yield self.__last_fixation
 
             # dispersion too wide : consider next gaze position
             else:
                 self.__ts_gaze_positions.pop_first()
+
+        # output last fixation
+        if self.__last_fixation != None:
+            yield self.__last_fixation
-- 
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