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Transcript of Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens,...
Vision: Smart Home Control with Head-Mounted Sensors for Vision and Brain
Activity
Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan-Frederik Van Wijmeersch, Tom Ingelbinck, Tim Verbelen
Wearable Ubiquitous Computers Ubiquitous computing is a concept where
computing is made to appear everywhere and anywhere
Increasing number of common household devices being connected to the internet
Wearable computers, like smart glasses and neuro-headsets, are one such means of achieving “everywhere” computing
Home Cloud Model
Heavy computation offloaded onto home cloudlet
Capturing the User’s Intent User’s gaze represents the objects or persons
that have their full attention, incorporate with front facing video camera
Design interface such that user can quickly tell computer what to manipulate and how to do so
Using cognitive states to detect thought processes, such as facial movement and cognitive activities to manipulate computer also in progress
Prototype
Combines visual cues (camera) and cognitive signals (Electroencephalography or EEG) to select correct household object, then make changes to it, all as desired by the user
Difficulties Out of the box readiness due to differing
cognitive signals between people
Energy costs associated with continuously streaming raw video and EEG signals over wireless is high
Heavy computing must be done on a cloudlet and can’t be done by tiny computers such as smart glasses
Multiple objects simultaneously in view
Conclusion System will require tuning and optimization
for performance and energy consumption
System must also be reliable (not frustrating) for the average consumer to find an interest in it and buy it
Works Cited Simoens, Pieter, Elias De Coninck, Thomas Vervust, Jan-
Frederik Van Wijmeersch, Tom Ingelbinck, and Tim Verbelen. Vision: Smart Home Control with Head-Mounted Sensors for Vision and Brain Activity. ACM Digital Library. ACM, 11 June 2014. Web. 15 Oct. 2014.