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Posts Tagged ‘eyetracking hardware’

Eyetracking…How Does it Work?

Thursday, October 7th, 2010

Eyetracking has a mystery to it for some reason. Perhaps it’s the perception that scientists can catch glimpses of your thoughts but more than anything it’s the unknown of how the technology works. As cool as seeing into one’s mind is, eyetracking can not record your personal thoughts like in Minority Report (I’m sure someone is  working on it though). Tobii T60_User First Blog

Eyetracking can be defined as a technique that is used to record and measure eye movements. Definition is simple enough, but I always get a follow-up of “how does it record” and “will it hurt”? First let me say no it will not hurt, second you will not go blind, and third you will not become a mutant-sorry. At User First we use the Tobii T60 model, so I will discuss how this equipment works specifically.

Fantastic Machinery, The Eye

Imagine if you will that you are looking out a window from your home or office onto a city street.  As you look outside, your eyes are constantly moving.  Some of these movements are conscious.  For example, you notice the movement of a dog and glance above it for a glimpse of its owner.  But more so your eyes are moving involuntarily, focusing only on certain areas of the visual field in order to form a picture of the scene for your brain. The human eye is a fantastic piece of machinery; it is not capable of absorbing 100% of the visual field in an instant with clarity. We call the area of the eye capable of this focus the foveal area and the brief pauses of our gaze the fixations.PCCR_ User First Blog The foveal area accounts for only 8% of the visual field at any one time but supplies 50% of the visual data received by our brain.  And the movement of the eye controls which regions of the visual field we fixate on and which regions are ignored and left to the poor acuity of our peripheral vision which is only useful for picking up movement and strong contrast.

So how are Eye Movements Tracked?

Just as the human eye relies on the focus and detection of light to see, so does the most common technique used to track eye movements called Pupil Centre Corneal Reflection (PCCR).  This technique is non-intrusive and the technology making it possible comes in two forms: either a specially equipped computer monitor or a head-mounted device.  Both options use a light source to illuminate the eye causing highly visible reflections.  The illumination is near infrared and therefore unnoticeable to the user but creates reflection patterns on the cornea and pupil of the eye and two image sensors on either the computer monitor or the head-mounted device are used to capture images of the eyes and the reflection patterns.  A computer then uses advanced image processing algorithms and a physiological 3D model of the eye to estimate the position of the eye in space and the point of gaze with high accuracy.

The location of these gaze points during each fixation, the time spent on each fixation, and the pattern in movement from one gaze point to another are the key pieces of data collected during an eye tracking study.  These data can then be visualized using a gaze plot or a heatmap.

gaze-plot-blog

CAPTION: The Gaze Plot visualization shows the movement sequence and position of fixations (dots) and saccades (lines) on the observed image or visual scene.

Heatmap-User First blog
CAPTION: The Heatmap visualization highlights the areas of the image where the participants fixated. Warm colors indicate areas where the participants either fixated for a long time or at many occasions.

Not only can we determine what and how visual information is consumed but patterns in eye movement tell us more.  Emotional responses are evident in eye movement patterns and thus allow us to connect physical behavior of the eye to cognitive behavior in the brain.  This is why eyetracking is a strong supplement to traditional qualitative studies.  They allow a scientific measure beyond the subjective responses provided by a participant in an interview.

Eyetracking is especially important in the age of mass media.  The amount of content, the speed at which it is delivered, and the speed at which a user consumes it, means users make less and less time fixated on each image.

How will your message not get lost?  How will your brand be recognized? Question please don’t hesitate to ask.

Mobile eye tracking - part 2 of 3

Monday, May 31st, 2010

Challenge 1: Make the eye tracker small enough to carry about, secure enough to prevent shifting with movement and discrete enough to not make a scene.

Desktop eye trackers include a monitor, a series of cameras trained on the eyes that either stand alone or are built into the monitor, and a recording unit of some kind, both for a steady stream of eye data and video capture of the monitor screen. Mobile trackers include the same, but now a monitor is not needed; instead, there is an additional camera unit, the scene camera. This camera records the scene as the participant encounters it and needs to be ‘attached’ to the user close to same plane and position as the eyes. This is potentially a lot of equipment that now needs to be carried around by the participant.

SR EyeLink w/ scene camera

SR EyeLink w/ scene camera

One of the earlier mobile tracking systems that became available and was reasonably accurate was a modification of the desktop eye tracking system. SR Research took their EyeLink system and added a scene camera. This worked because EyeLink was not a remote system; it was a head-mounted unit and had room along the headband to host a scene camera. This head-mounted unit did not include the recording system and thus was tethered to a processor and hard drive. The cable was rather thick (thickness of a finger) and was limited to 40 feet. The recording system could be placed on a cart and with a long extension cord, could be pushed around after the participant. This system was certainly secure enough, but not designed for mobility or discretion. It was effective for small spaces, such as flipping through magazines, considering a display stand, or evaluating a single shelf set or package in hand. Nonetheless, the headgear was rather cumbersome and definitely drew attention.

Courtesy SMI

Courtesy SMI

Luckily in the last 1-2 years there have been tremendous developments. Scene and eye cameras are significantly smaller and lighter and can be attached either to a cap or to a pair of glasses. Mobile trackers are still tethered; wireless systems are in the works, but so far the data streams are too heavy (with up to 100 data points per second and video from 2 cameras at 30 frames per second). Nonetheless, the cables are small, not much larger than those to your ear buds on your iPod. And, more importantly, they are tethered to equipment that is substantially less bulky - usually a recording device less than half the size of your typical laptop. This can be easily carried in a pouch that hangs over the shoulder of the participant or is otherwise attached.

Courtesy ASL

Courtesy ASL

Which approach is more effective - glasses or wearing a cap? Glasses have certain appeal because they are smaller and less noticeable. With proper straps these glasses can be secured so vigorous head movement does not shift the cameras about. Camera movement can result in a significant and undesirable shift in the calibration (i.e. what the data or video indicates the user is looking at is no longer what the user is really looking at). Glasses are more easy to secure than a baseball cap.

But glasses pose certain problems. They cannot be used if the participant wears prescription glasses (believe me, we’ve tried!). Further, the positioning of the eye camera and cut of the glasses is designed for a certain face structure. Deviate from this standard and the edge of the opening cut into the lens falls between the camera and the eye, distorting the camera’s view of the pupil.

Wearing a baseball cap with cameras attached offers solutions for both of these

Courtesy SMI

Courtesy SMI

challenges. The camera units attached to a cap are more flexible and offer more options for adjustment, allowing for accurate tracking of virtually any type of participant, young and old, with or without glasses, and any nationality. What about the camera shift? We’ve been reassured by the manufacturer that camera shift is monitored and seamlessly corrected via the tracking of the corneal reflection. If this is indeed the case, we’re sold! We have the opportunity to test out such a system in the coming weeks.

There are different mobile trackers available, and they differ not only in the hardware; some use dark pupil, some light, some with or without corneal reflection. Steps to calibrate, record and monitor in real-time varies by manufacturer. The robustness of the systems, especially if tracking in daylight or in particularly ‘bumpy’ environments (such as road car rallies!) varies. Detailed discussion of this will be dealt with in another post. For now, let me just say that not all mobile trackers are the same and do need to be carefully evaluated.