Interdrone 2015 Notes

From Interdrone 2015

Areas for Further Research

• Dronekit
• DroneCode

Crowd Analytics through Facial Recognition

Eyeris

Software package called ImoVu - Deep Learning architecture for image processes that imitates human recognition

• Vision for Embedded Systems
• 97% accurate
• 140 FPS on i7 processor
• Ambient Intelligence (AML) - Electronic environments that are sensitive and responsive to the presence of people.
• Minimal required resolution for a face: 50x50px, Ideal 70x70px
• Does not use FACS
• Uses OpenCV open source software to identify faces and for some devices, sometimes falls back to the devices facial recognition
• This software is not useful for things or places (only people)

• Allows for
  • Access to Hard to reach places
  • Large coverage area
  • Eye Level
  • Improved angles

• Trained For
  • 5 Major ethnic groups
  • 5 age groups
  • 2 genders
  • 10 lightning conditions
  • 13 head poses
  • supervised and unsupervised
  • different camera structures
  • different resolution
  • different face attributes
    • Joy
    • Surprise
    • Sadness
    • Disgust
    • Anger
    • Fear
    • Neutral