Eye Tracking with Consumer Hardware

Add to your list(s) Download to your calendar using vCal

• Dan Witzner Hansen, IT University of Copenhagen
• Wednesday 11 January 2006, 15:00-16:00
• Ryle Seminar Room, Cavendish Laboratory.

If you have a question about this talk, please contact Phil Cowans.

Present commercial gaze trackers (i.e. from Tobii and LC Technology) are easy to use, robust and sufficiently accurate for many screen-based applications but their costs exceed the budget of most people. Low cost eye tracking has received an increased attention due to the rapid developments in tracking hardware (video boards, digital camera and CPUs). Eye tracking based on consumer hardware is subject to several unknown factors as various system parameters (i.e. camera parameters and geometry) are unknown. Robust statistical principles to accommodate uncertainties in image data are therefore needed. I will discuss the components (detection, tracking and gaze estimation) used in a low-cost eye tracker. I will in particular describe our contour-based iris tracker. The contour model is based on the statistics of natural images. It turns out that through fairly simple modeling that explicit feature detection can be avoided and thus thresholds become needless. Based on the data from the eye tracker I will then discuss current gaze estimation methods and compare them with gaze estimation methods using Gaussian Processes.

This talk is part of the Inference Group series.

This talk is included in these lists:

• All Cavendish Laboratory Seminars
• All Talks (aka the CURE list)
• Biology
• Cambridge Neuroscience Seminars
• Centre for Health Leadership and Enterprise
• Chris Davis' list
• Featured lists
• Guy Emerson's list
• Inference Group
• Inference Group Summary
• Interested Talks
• Joint Machine Learning Seminars
• Life Science
• Life Sciences
• ME Seminar
• ML
• Machine Learning Summary
• Neurons, Fake News, DNA and your iPhone: The Mathematics of Information
• Neuroscience
• Neuroscience Seminars
• Neuroscience Seminars
• Required lists for MLG
• Ryle Seminar Room, Cavendish Laboratory
• School of Physical Sciences
• Stem Cells & Regenerative Medicine
• Thin Film Magnetic Talks
• dh539
• rp587
• yk373's list

Note that ex-directory lists are not shown.