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Multimedia Signal Processing Group 
Swiss Federal Institute of Technology 
1 
Beyond 
Quality of Experience 
Touradj Ebrahimi 
Touradj.Ebrahimi@epfl.ch
Engines behind future multimedia 2 
 Moore’s law 
- Better and richer content 
- Larger bandwidth networks 
- Bigger storage capacities 
- More sophisticated codecs/processing 
 Multi-, cross-disciplinarity 
- Art, design 
- Psychology, psychophysics, 
neuroscience 
- Sociology, humanities 
- Technology and engineering 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Trends in user-centric multimedia 3 
 New media experiences 
 Personal well-being and personal health 
 Big data and social media 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
New media experiences 4 
 UHD, HDR, HFR, 3D, … 
 Light field imaging 
 Integral imaging 
 Holographic imaging 
 Haptics 
 Virtual, Augmented, Mixed reality 
 Immersive media 
 Multi-sensory media 
 … 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Personal well-being and personal health 5 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Personal well-being and personal health 6 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Personal well-being and personal health 7 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Personal well-being and personal health 8 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Other emerging wearables 9 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Big data and social media 10 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology 
1billion 
monthly 
active 
users 5million 
photos 
added 
every day 
175k 
tweets 
posted 
every 
second
Big data and social media 11 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Project Tango 12 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Big data and social media 13 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Quality of Life 14 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology 
New Media 
Experience 
Personal well-being 
Personal health 
Big data 
Social Media 
Happy Immortality 
or at least 
100+ years of happiness
Beyond Quality of Experience 15 
 Quality of life (QoL) is the 
general well-being of 
individuals and societies. 
QoL has a wide range of 
contexts, including the 
fields of international 
development, healthcare, 
politics and employment. 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
When past becomes future 16 
 Quality of Life: Meaning, Measurement, 
and Models 
– Elyse W. Kerce, Navy Personnel Research 
and Development Center (U.S.) 
– Navy Personnel Research and Development 
Center, 1992 
 Origins of the concept date back to 1725! 
– Francis Hutcheson 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology
Ingredients of a modern QoL assessment 17 
 User sensing 
 Environment sensing 
 Context extraction 
 Big data analytics 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology 
Users 
Content 
Context
Thanks for your attention 18 
Multimedia Signal Processing Group 
Swiss Federal Institute of Technology

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Beyond Quality of Experience

  • 1. Multimedia Signal Processing Group Swiss Federal Institute of Technology 1 Beyond Quality of Experience Touradj Ebrahimi Touradj.Ebrahimi@epfl.ch
  • 2. Engines behind future multimedia 2  Moore’s law - Better and richer content - Larger bandwidth networks - Bigger storage capacities - More sophisticated codecs/processing  Multi-, cross-disciplinarity - Art, design - Psychology, psychophysics, neuroscience - Sociology, humanities - Technology and engineering Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 3. Trends in user-centric multimedia 3  New media experiences  Personal well-being and personal health  Big data and social media Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 4. New media experiences 4  UHD, HDR, HFR, 3D, …  Light field imaging  Integral imaging  Holographic imaging  Haptics  Virtual, Augmented, Mixed reality  Immersive media  Multi-sensory media  … Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 5. Personal well-being and personal health 5 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 6. Personal well-being and personal health 6 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 7. Personal well-being and personal health 7 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 8. Personal well-being and personal health 8 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 9. Other emerging wearables 9 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 10. Big data and social media 10 Multimedia Signal Processing Group Swiss Federal Institute of Technology 1billion monthly active users 5million photos added every day 175k tweets posted every second
  • 11. Big data and social media 11 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 12. Project Tango 12 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 13. Big data and social media 13 Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 14. Quality of Life 14 Multimedia Signal Processing Group Swiss Federal Institute of Technology New Media Experience Personal well-being Personal health Big data Social Media Happy Immortality or at least 100+ years of happiness
  • 15. Beyond Quality of Experience 15  Quality of life (QoL) is the general well-being of individuals and societies. QoL has a wide range of contexts, including the fields of international development, healthcare, politics and employment. Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 16. When past becomes future 16  Quality of Life: Meaning, Measurement, and Models – Elyse W. Kerce, Navy Personnel Research and Development Center (U.S.) – Navy Personnel Research and Development Center, 1992  Origins of the concept date back to 1725! – Francis Hutcheson Multimedia Signal Processing Group Swiss Federal Institute of Technology
  • 17. Ingredients of a modern QoL assessment 17  User sensing  Environment sensing  Context extraction  Big data analytics Multimedia Signal Processing Group Swiss Federal Institute of Technology Users Content Context
  • 18. Thanks for your attention 18 Multimedia Signal Processing Group Swiss Federal Institute of Technology

Hinweis der Redaktion

  1. Social media is nowadays very popular. It gained popularity in global scale (if we look at some numbers….) more than 50% of internet users consume social media Changed the way information is disseminated (nearly instantaneous propagation of information, no barrier for content creation) Influenced and altered lives of individuals: 71% of consumers make a purchase based on social media referrals, 36% of consumers use social media to research locations before traveling Research community also benefits from the popularity of social media, this enormous volume of data has created new research challenges, e.g. How are we going to index this data to perform efficient search, then doing data mining in user data can discover some patterns on how people group and interact between each other, social media sites are good sources for multimedia content that can be later processed and analyzed.