Presentation on theme: "Stephanie Fishel Jennifer Pappas Jason Moss Jacob Hicks Teri Leech."— Presentation transcript:
Stephanie Fishel Jennifer Pappas Jason Moss Jacob Hicks Teri Leech
Objective oThis study attempted to objectively support previous claims made about the inattentional blindness phenomenon using eye tracking data. oInattentional blindness: the act of failing to perceive clearly visible and salient unexpected objects or events in one’s environment when engaged in a task (Simons & Chabris, 1999). oExample: Finding a seat in a crowded movie theater. Friends may see you enter theater and wave their hands. You don’t sit next to them and they are upset because you ignored them. However, you did not ignore them. You did not perceive them because you were actively attending to task of finding an available seat in a crowded theater.
oProcessing Control Plant Controller attending to display for specific task or changes in display. Warning alert or icon appears that needs immediate attention and controller does not notice it and fails to take proper action oPilot Once again, possible failure to notice warning alerts/icons on display Why Do We Care?
Background oSimon and Chabris (1999) oAsked participants to view a video of two teams passing a basketball, one team wearing black and the other wearing white and asked the participants to count the number of passes made between either team After approximately 45 seconds, a woman dressed in a black gorilla suit walked across the scene. oOverall, 44% noticed unexpected event of gorilla oParticipants counting the passes made by the black team noticed the gorilla significantly more often (58%) than participants counting passes for the white team (27%) Similarity of the stimulus (the gorilla) to the attended objects (the black or the white team) effected whether or not the participants noticed the event
Background oCater, Chalmers, and Ward (2003) Used eye tracking to support the idea that inattentional blindness did indeed occur and not a degraded use of peripheral vision. Showed 2 still images; high rendering quality and low rendering quality. Participants instructed to count # of teapots in scene. Asked if noticed difference in quality between 2 images. 20% unable to differentiate between image qualities even when eye tracking data confirmed participants fixated on similar objects in scene to teapots. Therefore inattentional blindness occurred and not degraded use of peripheral vision.
Hypotheses oThis study will attempt to confirm the subjective data from previous studies related to inattentional blindness, with objective data collected through eye tracking oHypotheses: Individuals who see the gorilla will have a critical fixation, Critical fixation: a significantly longer fixation in the Region of Interest (ROI) indicating detection of the stimulus Those who notice the stimulus will have a longer total dwell time in the ROI Participants counting passes made by the black team will be more likely to notice the stimulus The critical fixation for the individuals counting black team passes will occur sooner than those counting white team passes The stimulus is more likely to be noticed when the distance between it and the attended team’s basketball is short.
Equipment oTobii 1750 eye-tracker oDisplay driven by dual processor xeon Linux computer oSystem run by a single processor Windows XP computer that sends gaze data over a 100 MBit network to the Linux computer oThe Tobii eye-tracker calculates gaze positions automatically on the Windows computer while the Linux computer displays the stimulus oThe Tobii allows head motion of about 30 x 15 x 20 cm oAccuracy up to 0.5 degrees and average frame rate of 50 Hz
Experimental Design oStimulus: 31 second video clip originally used in the Simons and Chabris (1999) study; 5 seconds into the clip a woman in gorilla suit walked across the screen from right to left paused in the middle and beat her chest before walking off the screen; stimulus of interest present for 10 seconds oParticipants: 19 undergraduate students at Clemson University 10 males and 9 females Mean age = years (SD = 1.43 years) oDesign: Between-subjects design IV: color of the team the participant was asked to observe DVs: fixation duration in the ROI, total dwell time in the ROI, number of fixations in the ROI, and the time to the critical fixation in the ROI.
Procedure oParticipants completed an informed consent form oCalibration of the eye tracker oView the video clip Instructed to count the number of passes made by either the team wearing white shirts or black shirts oQuestionnaire including demographics questions and the following: Which team’s passes were you asked to count? How many passes did you count? While you were counting, did you notice anything unusual in the video? If yes, please explain Did you notice anything other than the six players? If yes, please explain. Have you previously participated in an experiment similar to this or have you ever heard of such an experiment or the general phenomenon?
Analysis oAnalyzing the Data ROI was approximated as a close fitting rectangle around the gorilla in each frame A hybrid algorithm was used that determined saccades based on the weighted sum of a 5-tap velocity and a 5-tap acceleration filter. The eye events were divided into saccades and non-saccadic events oComputing the Dependent Variables Total dwell time in the ROI was computed by summing all of the de- noised gaze points contained in the ROI Total “fixation” time in the ROI was computed by interpolating the starting first and ending points over the duration on the event An ocular event list was formed of each fixation and smooth pursuit along with its start and end position, duration, and percent of time in the ROI
Results o14 participants were included in the final data analysis o 11 (79%) noticed the stimulus and 3 (21%) did not, X 2 = 4.57, p <.05. oSimilarity hypothesis: 100% (6 out of 6) of the individuals assigned to the black team noticed the gorilla, whereas only 63% (5 out of 8) of the participants assigned to the white team noticed, X 2 = 2.86, p =.091. oThere were very few true fixations present in the data after the analysis. For analysis purposes, anything other than a saccade will be termed a “fixation” o2 x 2 mixed factorial ANOVA ran to test critical fixation hypothesis Need to see an interaction effect to support hypothesis No significant interaction found, F(1,12) =.779, p >.05.
Results oSecond similarity hypothesis: Because there were no observed critical fixations, the hypothesis that participants counting the black team passes would notice the gorilla sooner than participants counting the white team passes was unable to be tested. Longest fixation in the ROI for participants counting the black team’s passes occurred significantly sooner, at frame 593, than the longest fixation for those counting white team, at frame 675, t(7) = , p <.05. oTotal dwell time hypothesis: There was no significant difference found for total dwell time in the ROI between those who noticed and those who didn’t, t(12) = , p >.05. oProximity hypothesis: 43.8% of the fixations in the ROI made by participants counting white team passes occurred when the ball or a white team player is in the ROI 52.8% of the fixations in the ROI made by the participants counting black team passes occurred when the ball or a black team player is in the ROI
Results o2 participants (18%) that noticed the gorilla had NO fixations in the ROI o2 participants (67%) that did NOT notice the gorilla, had fixations in the ROI oSome individuals noticed the gorilla without having it cross the fovea, and others do not notice the gorilla even when it DID cross the fovea. Indicates that inattentional blindness is not a failure of the visual system, but a failure of some cognitive process.
Results oA typical scan path shows only saccades and fixations. These scan paths integrate smooth pursuits. oIn each picture, the thin magenta lines represent saccades. The thicker lines represent smooth pursuits. The smooth pursuits start out green and change to a more cyan color as they spend more time in the ROI. Scan path for Participant 9, who counted the white team’s passes and did not notice the stimulus Scan path for Participant 6, who counted the black team’s passes and did notice the stimulus
Discussion oExpected to see some individuals (who did NOT see the stimulus) with fixations in the ROI but no critical fixation. oDid not expect to have individuals (who DID see the stimulus) with no fixations at all in the ROI. oStudy lends support to the ideas of other researchers that inattentional blindness is a failure of the human brain to encode information rather than a failure of the visual system. oImprovements: More participants! Eye tracking, a lot more work with dynamic stimuli needs to be done Repeat the study with another condition where the individuals simply watch the video with no previous knowledge of what they are going to see.
Conclusion oThis study marked the first time objective eye tracking data was applied to inattentional blindness using a well-known dynamic stimulus. oIt provided the first objective evidence that inattentional blindness is not simply a result of a failure of the visual perception system. oIt was interesting to find such a lack of fixations during the presentation of the stimulus. Further studies on dynamic stimuli should be done to increase eye tracking knowledge in this area.
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