eye movement strategies in navigational tasks austin ducworth melissa falzetta lindsay hyma katie...
Post on 19-Dec-2015
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TRANSCRIPT
Eye Movement Strategies In Navigational Tasks
Austin Ducworth
Melissa Falzetta
Lindsay Hyma
Katie Kimble
James Michalak
Introduction
Navigation involves keeping track of one’s current location and planning routes to new destinations.
Maps are the most common navigational tool.
Coordinating reference frames is a key difficulty in navigational tasks
Individual Differences
Cardinal Direction Tasks
Prove to be more difficult than other navigational tasks
Prone to show wide individual differences in performance
Set-Up
Started w/ Dr. D’s GCI++ code.Removed the pre-defined duration within
the scenario (.tri) file.Checked for a key press event for the
operator to switch between images.Modify the margins so the 640x299 and
350x340 images were centered within the 640x480 display window.
Analysis
Objective: We wanted to turn the raw coordinate and time data into interpretable output.
Problem: The analysis program included in Dr. D’s gci++ code overlaid the scanpath over the image, however, it did not show the eye movements in sequence
ANALYSIS Approach
Approach: Write a java application to read in por data and write the sequence of roi hits for each image.
ANALYSIS 1st Attempt• Parse through the por data and determine if the coordinate represent a point within pre-defined ROIs.
• If a point lies within an ROI, a hit and the duration is recorded in an output file.
• PROBLEMS:• Defining ROIs• Calibration• Inconclusive Results
ANALYSIS 2nd Attempt• Divide all points within the image into a grid of user specified proportions.
• PROBLEMS:• Data Analysis Lengthy• Not Enough Testing
Sample Output
ANALYSIS 3rd Attempt
• Analyze the scanpath using the analysis program.
• PROBLEMS:• Sequence must be guestimated
• ADVANTAGES:• Quick Analysis• Previously Tested Results• Ass Saving Technology
Experiment
Between subjects design2 strategies
Heading reference strategy 3D First strategy
8 participants (4 per condition) Excluding 1 participant for failure to follow
instructions
Design
Initial trainingStrategy training24 practice trialsEye movement trials
Strategy Training
Eye Movement Trials
Individual map
Table knock
Answer Screen
AnalysisEach scanpath was superimposed on its
respective mapAnalyzed eye movementsLooked for expected patterns to emerge
Analysis: Expected Patterns3D First
First look at region 12 and then to the parking lot with the cars (regions 16 or 17) to form an angle.
Then Transpose that angle to the right side of the map, mentally rotate the angle to coincide with the heading direction of the airplane (regions 15 and 20).
Heading ReferenceFirst expected to look at regions corresponding to the map arrow (regions 15 and 20) Then look at regions 2,7.or 12 to orient themselves on the 3D map. They look to the left and right of these regions (regions 6,11 and 7) to determine the direction of these parking lots
Heading Ref.
3D First
Performance Results
Heading reference: 76.4% correct3-D First: 66.7% correctNot a notable performance difference between
strategiesPerformance Based on Strategy
18
20
22
24
26
1 2 3 4
Participant
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(Nu
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HeadingReferencing3-D First
Strategy Use Results
Heading Referencing: used strategy on 50% of trials.
3-D First: used strategy on 74% of the trials.
One sample t-test: a significant number of participants did not use the strategy
Qualitative Observations
Some subjects did not have eye movements over the arrow showing airplane direction.
3-D First strategy: Some subjects exhibited a visual angle formation in their scanpaths while others may have been forming an angle mentally rather than via eye movements
Discussion
Did not show a significant difference in performance depending on strategy used
Did not use strategy taught a significant percentage of time
Recommendations
Use a more objective strategy for data analysis
Use less training: more mistakes may give more insight into a superior strategy
Use more sensitive measures: response time
Questions??