Mobile Device Eye Tracking on Dynamic Visual Contents using Edge Computing and Deep Learning

Author:

Gunawardena Nishan1,Ginige Anupama1,Javadi Bahman1,Lui Gough2

Affiliation:

1. School of Computer, Data and Mathematical Sciences, Western Sydney University, Australia

2. The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Australia

Publisher

ACM

Reference14 articles.

1. Junghwan Cho Kyewook Lee Ellie Shin Garry Choy and Synho Do. 2015. How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?arXiv preprint arXiv:1511.06348(2015). Junghwan Cho Kyewook Lee Ellie Shin Garry Choy and Synho Do. 2015. How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?arXiv preprint arXiv:1511.06348(2015).

2. Alexandra Frischen , Andrew  P Bayliss , and Steven  P Tipper . 2007. Gaze cueing of attention: visual attention, social cognition, and individual differences.Psychological bulletin 133, 4 ( 2007 ), 694. Alexandra Frischen, Andrew P Bayliss, and Steven P Tipper. 2007. Gaze cueing of attention: visual attention, social cognition, and individual differences.Psychological bulletin 133, 4 (2007), 694.

3. Assessing surgeons' skill level in laparoscopic cholecystectomy using eye metrics

4. Andrew  G Howard , Menglong Zhu , Bo Chen , Dmitry Kalenichenko , Weijun Wang , Tobias Weyand , Marco Andreetto , and Hartwig Adam . 2017 . Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861(2017). Andrew G Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, and Hartwig Adam. 2017. Mobilenets: Efficient convolutional neural networks for mobile vision applications. arXiv preprint arXiv:1704.04861(2017).

5. Eye Tracking for Everyone

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1. A New Eye-tracking Method with Image Feature Based Model for Mobile Devices;2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta);2022-12

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