Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens,...

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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

Transcript of Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens,...

Page 1: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 2: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 3: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

Home Cloud Model

Heavy computation offloaded onto home cloudlet

Page 4: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 5: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 6: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 7: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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

Page 8: Vision: Smart Home Control with Head- Mounted Sensors for Vision and Brain Activity Pieter Simoens, Elias De Coninck, Thomas Vervust, Jan- Frederik Van.

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.