From Interdrone 2015

Areas for Further Research

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

3D Mapping

  • mark@visuallaw.com
  • sketchfab - 3d modeling software
  • pointcloud
  • DroneDeploy - android app for creating 3d mesh and orthomap ($300 a month)