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GazePointer: A real time Mouse Pointer Control implementation based on Eye Gaze Tracking
GazePointer: A real time Mouse Pointer Control implementation based on Eye
Gaze Tracking
Introduction:The field of Human-Computer Interaction (HCI) has witnessed a tremendous growth in the past decade. The advent of tablet PCs and cell phones allowing touch-based control has been hailed warmly. The researchers in this field have also explored the potential of 'eye-gaze' as a possible means of interaction. Some commercial solutions have already been launched, but they are as yet expensive and offer limited usability. This project strives to develop a low cost real time system for eye-gaze based human-computer interaction.
Objectives:Developing an algorithm that will acquire, process and analyze video frames and extract the following:
o Faceo Head Postureo Eyes
Detecting center of Iris (Pupil).Designing an algorithm to detect point of gaze (PoG) from both eyes.Developing a simple calibration method to increase accuracy.Developing a Graphical User Interface (GUI) to show results and conclusions.
Extended Objectives:
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GazePointer: A real time Mouse Pointer Control implementation based on Eye Gaze Tracking
Methodology:
Figure (1): System Flow Chart
Classification/tracking & learning algorithms will be implemented.
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GazePointer: A real time Mouse Pointer Control implementation based on Eye Gaze Tracking
Deliverables:A GUI which will have following sections:
o Test area (for Mouse Pointer )o Area showing eyes locationo Area showing screen co-ordinates for both eyes and cursor position.o Area showing tabs for controlling pointer speed.
Features:User registrationDistance calculationFace detectionHead posture estimationEyes DetectionPupil/Centre of Iris sensingDiscovering Point of Gaze co-ordinatesPointer Control configuration options
Timeline:
Tools:PC/LAPTOPUSB Webcam / Built-in webcamMATLAB/openCV
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GazePointer: A real time Mouse Pointer Control implementation based on Eye Gaze Tracking
Applications:Mouse controlKeyboard controlAppliances control
o E.g. TV, lights etc.Neuroscience
o Attention investigationo Brain imaging
Study of Human visual attention (Psychology)Aviation/DrivingAdvertising effectiveness
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GazePointer: A real time Mouse Pointer Control implementation based on Eye Gaze Tracking
References:
1. Duchowski, A. T., "A Breadth-First Survey of Eye Tracking Applications", Behavior Research Methods, Instruments, & Computers (BRMIC), 34(4), November 2002, pp.455-470.
2. R.J.K. Jacob and K.S. Karn, “Eye Tracking in Human-Computer Interaction and Usability Research: Ready to Deliver the Promises (Section Commentary),” in The Mind's Eye: Cognitive and Applied Aspects of Eye Movement Research, ed. by J. Hyona, R. Radach, and H. Deubel, pp. 573-605, Amsterdam, Elsevier Science (2003).