3. Research themes at ISIA Lab: Face and Gaze

Research themes at ISIA Lab: Face and Gaze

Facial Analysis

Experts:

Prof. B. Gosselin, Prof. T. Dutoit, Dr. M. Mancas, Dr. V. Vandenbulcke

Research challenges
Recovery from occlusion in re-identification
  • Age, Gender, Ethnicity, Identity
  • Expressions / Emotions
  • Face and eye orientation
  • Facial landmarks
  • Re-Identification after occulsions
  • edge computing
  • Fast, pruning based deep fake
    detection
PhD Theses
  • Francois Rocca
  • Ratha Siv
  • Nathan Hubens
Projects
  • W/Beware/ReidPazo
  • RW/Win2Wal/MobFaceNet
  • RW/WalInov/PARKAR
  • RW/Win2Wal/Ability

 

Prediction of Visual Attention

Experts:
Heatmaps showing objects which draw most attention from viewers

Prof. B. Gosselin, Dr. M. Mancas

Research challenges
  • odel saliency in images, in videos, in 3D, in VR
  • Predict gauze scanpath
  • Mix bottom-up (signal) and top-down (cognitive) approaches
PhD Theses
  • Dr. Phutphalla Kong
  • Dr. Alexander Milisavljevic
  • Pierre Marighetto
  • Ratha Si
Projects
Best attention model LSUN 2015 Princeton (no learning, SALICON dataset)
  • ERDF/DigiSpace
  • INTERREG/Trans Immersium