Eye Tracking Interpretation System
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Transcript of Eye Tracking Interpretation System
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EYE TRACKING INTERPRETATION SYSTEM
Applications
References
Conclusion
Problem Statement
As Paralyzed/physically disabled people couldn’t convey their messages to others, hence build a system to communicate themselves to the outside world
Objective
To track and Interpret Eye Movements with Human Computer Interaction by using corneal-reflection/pupil-centre method and also by tracing the gaze reflections.
Software & Hardware
Software HardwareOpen CV Raspberry Pi 2
Raspbian CMOS Camera
IR Sensor
Methodology
Future Scope•Eye-related measurements such as the pupil size and microsaccades can be used for interpretation.• It can also be combined with other measurements from the user’s face and body, enabling multimodal physiological computing.•It can offer a ate the user in a smart way interface that complements the user’s natural behavior.
Introduction
• Eye tracking is a technique whereby an individual’s eye movements are measured so that we come to know that where a person is looking at any given time and the sequence in which their eyes are shifting from one location to another.• Eye-movement recordings can provide an objective source of interface-evaluation data that can inform the design of improved interfaces.• Eye movements can also be captured and used as control signals to enable people to interact with interfaces directly without the need for mouse or keyboard input, which can be a major advantage for certain populations of users such as disabled individuals.
•Can be used by paralyzed/physically disabled people for communication purpose.•Marketing research and Medical research (neurological diagnosis).•The car industry does research in this field too, with the aim of developing assistant systems for cars. For example, an eye tracker in the car could warn the driver when she or he falls asleep while driving the car.•Specific applications include the tracking eye movement in language reading, music reading, human activity recognition, the perception of advertising.
•Video-based eye tracking, provides a fairly comfortable non-invasive (contact-free) optionfor the users. •Systems that combine the video with infrared (i.e. track both the pupil and the IR corneal reflection) also provide reasonable freedom of head movement without sacrificing the accuracy too much.
•We use “corneal-reflection/pupil-centre” method in this there will be processor infrared them easier to track.•The light enters the retina and a large proportion of it is reflected back, making the CMOS camera mounted beneath a display monitor with Open CV locate and identify the features of the eye used for tracking ,the infrared LED are located on camera is first directed into the eye to create strong reflections in target eye features to make pupil appear as a bright, well defined disc (known as the “bright pupil” effect).The corneal reflection is also generated by the infrared light, appearing as a small, but sharp and glint .•Once the image processing software has identified the centre of the pupil and the location of the corneal reflection the vector between them is measured.•Video-based eye trackers need to be fine-tuned to the particularities of each person’s eye movements by a “calibration” process. This calibration works by displaying a dot on the screen, and if the eye fixes for longer than a certain threshold time and within a certain area, the system records that pupil-centre/corneal-reflection relationship as corresponding to a specific x,y coordinate on the screen.
• Alex Poole and Linden J. Ball.Eye Tracking in Human-Computer Interaction and Usability Research: Current Status and Future Prospects
Block Diagram