iShadow: The Computational Eyeglass System
However, integrating an eye tracker into a pair of spectacles is remarkably challenging. A real-time eye tracker involves multiple eye-facing imagers sampling at frame rates of tens of Hz (often upwards of 100Hz) thereby generating megabits of data per second, has complex image processing requirements to extract various parameters of the eye, and has substantial communication needs for transmitting this information to a device such as a smartphone. As a consequence, state-of-art eye trackers like SMI and Tobii Glass are designed for short-term data steaming or storage, and are tethered to a portable smartphone-sized accessory with batteries, computation and storage.
iShadow is our effort to address this challenge and design a truly wearable, unobtrusive, ultra-low power eye tracker.
iLid: Low-power Sensing of Fatigue and Drowsiness Measures on a Computational Eyeglass
Soha Rostaminia, Addison Mayberry, Deepak Ganesan, Benjamin Marlin, Jeremy Gummeson
Proceedings of ACM Ubicomp 2017.
CIDER: Enabling Robustness-Power Tradeoffs on a Computational Eyeglass
Addison Mayberry, Yamin Tun, Pan Hu, Duncan Smith-Freedman, Benjamin Marlin, Christopher Salthouse, Deepak Ganesan
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking (MobiCom '15)
iShadow: Design of a Wearable, Real-time Mobile Gaze Tracker
Addison Mayberry, Pan Hu, Benjamin Marlin, Christopher Salthouse, Deepak Ganesan
Proceedings of the 12th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys '14)
Hamid Dadkhahi and Marco F. Duarte, “Masking Strategies for Image Manifolds,” submitted for publication, 2015.
Hamid Dadkhahi, Marco F. Duarte, and Benjamin Marlin, “Isomap Out-of-Sample Extension for Noisy Time Series Data,” IEEE International Workshop on Machine Learning in Signal Processing (MLSP), 2015, Boston, MA.
Hamid Dadkhahi and Marco F. Duarte, “Image Masking Schemes for Local Manifold Learning Methods,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2015, Brisbane, Australia, pp. 5768-5772.
Hamid Dadkhahi and Marco F. Duarte, “Masking Schemes for Image Manifolds,” IEEE Statistical Signal Processing Workshop (SSP), 2014, Gold Coast, Australia pp. 256-259. (Poster)