FA4ADAS: Face Analysis for Advanced Driver Assistance Systems

FA4ADAS: Face Analysis for Advanced Driver Assistance Systems

Workshop at FG 2019

FG FA4ADAS 2019: a workshop at FG 2019
Tuesday May 14, 2019
Lille, France

The goal of this workshop is to bring together researchers and practitioners from all areas of affective computing, face and gesture analysis, machine learning, psychology, and cognitive behavior to share their expertise and achievements in the emerging field of ​face​ ​analysis for ADAS​ . This interaction would also lead to new datasets or combination of existing datasets. Topics of interest may span items from the following topic dimensions:

  • Driver behavior analysis for car safety
  • Human-car interaction
  • Image and video based facial expression analysis
  • Advanced driver assistance systems
  • Deep learning in face emotion detection
  • Domain adaptation/ transfer learning based cross-database facial data
  • Spontaneous facial expression analysis
  • Face pose and gaze tracking
  • Driver's sleepiness and fatigue detection
  • Multimodality emotion recognition and understanding
  • Gesture recognition and assessment
  • Single and/or multi-view face alignment
  • Datasets and protocols for evaluating driver state detection methods

Direct questions to: behzad.bozorgtabar@epfl.ch

Photo of Montreal downtown.