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Visual Neuro-Ergonomics in
Naturalistic Simulation
Fco M. Martínez-Verdú
Color & Vision Group: http://web.ua.es/en/gvc
University of Alicante (Spain)
verdu@ua.es
November 22nd, 2017, Paris, France
 Visual ergonomics
 Human performance
 Neuro-ergonomics: brain – machine – interaction
 Neuro-imaging: brain activity on real time
 Visual neuro-ergonomics applications
 Testing naturalistic rendered simulations
 Conclusions
OUTLINE
3rd Annual Lighting Materials & Design Conference
 IEA definition:
 Visual ergonomics is the multidisciplinary science concerned
with understanding human visual processes and the interactions
between humans and other elements of a system.
 It applies theories, knowledge and methods to the design and
assessment of systems, optimizing human well-being and overall
system performance.
VISUAL ERGONOMICS
3rd Annual Lighting Materials & Design Conference
VISUAL ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 Relevant topics, among others, suggested by EIA:
 visual environment, such as lighting;
 visually demanding work and other tasks;
 visual function and performance;
 visual comfort and safety;
 optical corrections and other assistive tools.
VISUAL ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 Human brain, and using its senses, and connected to other
brain functions, in daily or naturalistic or innovative
(challenging) conditions
 Physical (body) vs. cognitive (brain) activities
 Parameters
 Fatigue
 Attention
 Adaptation
 Training (learning)
 Performance
NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 Brain Machine Interaction (BMI, MoBI, etc.)
 Assessment of cognitive & visual performance
 Visual and cognitive demands lower than human limits
 Ageing factor
 Neurofeedback: interaction (communication) and
improvement of cognitive (& motor) functions
NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 How we can currently study the brain activity on real time?
NEURO-IMAGING
3rd Annual Lighting Materials & Design Conference
 Pros vs. cons current neuro-imaging techniques:
 Good (light, etc.)?
 pretty?
 and also cheap?
NEURO-IMAGING
3rd Annual Lighting Materials & Design Conference
IDEAL
TECHNIQUE
• EEG is the best
NEURO-IMAGING
3rd Annual Lighting Materials & Design Conference
 How does EEG technique works?
NEURO-IMAGING
3rd Annual Lighting Materials & Design Conference
Typical patterns by Fourier Analysis
w > 100 Hz
 Human brain, and using its visual perception, and
connected to other brain functions, in daily or naturalistic or
innovative (challenging) conditions
 Basic visual functions:
Detection  Recognition (scaling)  Discrimination
 Attention  Decision  Action
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 Vision & driving (autonomous car, etc.)
 Vision & displays (smartphones, etc.)
 digitally rendered simulations
 Vision & sports (gaming, etc.)
 Vision & education (learning, AI, etc.)
 Vision & ageing
 Human vision limits
 Optics vs. Neurophysiology
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
• Applications
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
• Training of cognitive distraction in driving
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
• Training of visual-cognitive skills in sports
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
• Proposal of new research topics:
• How the visibility factors in static / dynamic scenarios can
influence on visual discomfort or stress in well-rendered
naturalistic simulations?
• Color discrimination  Scientific Visualization
• Shape & Spatial resolution, Stereo, Motion, etc.
• Design of cognitive activities? Training, etc.
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
Questionnaires vs. neuro-sensing (EEG, etc.)
• VR optimization?
• What is the next
disruptive innovation?
• Are there limitations?
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
• A promising future for ALL?
VISUAL NEURO-ERGONOMICS
3rd Annual Lighting Materials & Design Conference
 Visual neuro-ergonomics approaches and corresponding
neuroimaging devices (EEG, mainly) can provide direct knowledge
on brain activity on real time and apply neurofeedback to train or
reinforce cognitive performance (attention, decision taking, etc.).
 Brain-machine-interface (BMI) applications can explore now and
propose new disruptive innovations for improving well-being of next
generations in many daily situations (work, leisure, health recovery).
CONCLUSIONS
3rd Annual Lighting Materials & Design Conference
ACKNOWLEDGEMENTS
3rd Annual Lighting Materials & Design Conference
Visual Neuro-Ergonomics in
Naturalistic Simulation
Fco M. Martínez-Verdú
Color & Vision Group: http://web.ua.es/en/gvc
University of Alicante (Spain)
verdu@ua.es
November 22nd, 2017, Paris, France

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Visual neuro ergonomics in naturalistic simulation

  • 1. Visual Neuro-Ergonomics in Naturalistic Simulation Fco M. Martínez-Verdú Color & Vision Group: http://web.ua.es/en/gvc University of Alicante (Spain) verdu@ua.es November 22nd, 2017, Paris, France
  • 2.  Visual ergonomics  Human performance  Neuro-ergonomics: brain – machine – interaction  Neuro-imaging: brain activity on real time  Visual neuro-ergonomics applications  Testing naturalistic rendered simulations  Conclusions OUTLINE 3rd Annual Lighting Materials & Design Conference
  • 3.  IEA definition:  Visual ergonomics is the multidisciplinary science concerned with understanding human visual processes and the interactions between humans and other elements of a system.  It applies theories, knowledge and methods to the design and assessment of systems, optimizing human well-being and overall system performance. VISUAL ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 4. VISUAL ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 5.  Relevant topics, among others, suggested by EIA:  visual environment, such as lighting;  visually demanding work and other tasks;  visual function and performance;  visual comfort and safety;  optical corrections and other assistive tools. VISUAL ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 6.  Human brain, and using its senses, and connected to other brain functions, in daily or naturalistic or innovative (challenging) conditions  Physical (body) vs. cognitive (brain) activities  Parameters  Fatigue  Attention  Adaptation  Training (learning)  Performance NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 7.  Brain Machine Interaction (BMI, MoBI, etc.)  Assessment of cognitive & visual performance  Visual and cognitive demands lower than human limits  Ageing factor  Neurofeedback: interaction (communication) and improvement of cognitive (& motor) functions NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 8. NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 9.  How we can currently study the brain activity on real time? NEURO-IMAGING 3rd Annual Lighting Materials & Design Conference
  • 10.  Pros vs. cons current neuro-imaging techniques:  Good (light, etc.)?  pretty?  and also cheap? NEURO-IMAGING 3rd Annual Lighting Materials & Design Conference IDEAL TECHNIQUE
  • 11. • EEG is the best NEURO-IMAGING 3rd Annual Lighting Materials & Design Conference
  • 12.  How does EEG technique works? NEURO-IMAGING 3rd Annual Lighting Materials & Design Conference Typical patterns by Fourier Analysis w > 100 Hz
  • 13.  Human brain, and using its visual perception, and connected to other brain functions, in daily or naturalistic or innovative (challenging) conditions  Basic visual functions: Detection  Recognition (scaling)  Discrimination  Attention  Decision  Action VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 14.  Vision & driving (autonomous car, etc.)  Vision & displays (smartphones, etc.)  digitally rendered simulations  Vision & sports (gaming, etc.)  Vision & education (learning, AI, etc.)  Vision & ageing  Human vision limits  Optics vs. Neurophysiology VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 15. • Applications VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 16. VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 17. • Training of cognitive distraction in driving VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 18. • Training of visual-cognitive skills in sports VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 19. • Proposal of new research topics: • How the visibility factors in static / dynamic scenarios can influence on visual discomfort or stress in well-rendered naturalistic simulations? • Color discrimination  Scientific Visualization • Shape & Spatial resolution, Stereo, Motion, etc. • Design of cognitive activities? Training, etc. VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference Questionnaires vs. neuro-sensing (EEG, etc.)
  • 20. • VR optimization? • What is the next disruptive innovation? • Are there limitations? VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 21. • A promising future for ALL? VISUAL NEURO-ERGONOMICS 3rd Annual Lighting Materials & Design Conference
  • 22.  Visual neuro-ergonomics approaches and corresponding neuroimaging devices (EEG, mainly) can provide direct knowledge on brain activity on real time and apply neurofeedback to train or reinforce cognitive performance (attention, decision taking, etc.).  Brain-machine-interface (BMI) applications can explore now and propose new disruptive innovations for improving well-being of next generations in many daily situations (work, leisure, health recovery). CONCLUSIONS 3rd Annual Lighting Materials & Design Conference
  • 23. ACKNOWLEDGEMENTS 3rd Annual Lighting Materials & Design Conference
  • 24. Visual Neuro-Ergonomics in Naturalistic Simulation Fco M. Martínez-Verdú Color & Vision Group: http://web.ua.es/en/gvc University of Alicante (Spain) verdu@ua.es November 22nd, 2017, Paris, France