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arXiv 2004.01792cs.CV

Privacy-Preserving Eye Videos using Rubber Sheet Model

Rochester Institute of Technology(罗切斯特理工学院)

Aayush K Chaudhary, Jeff B. Pelz

英文摘要:

Video-based eye trackers estimate gaze based on eye images/videos. As security and privacy concerns loom over technological advancements, tackling such challenges is crucial. We present a new approach to handle privacy issues in eye videos by replacing the current identifiable iris texture with a different iris template in the video capture pipeline based on the Rubber Sheet Model. We extend to image blending and median-value representations to demonstrate that videos can be manipulated without significantly degrading segmentation and pupil detection accuracy.

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