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Mind Reading: the Case of Hidden Emotions

ABSTRACT

Avid TV viewers may recall the American drama series Lie to Me whose main character was an expert in mind reading based on facial expressions, body language and tone of voice. Recent research within our DiSec Research Institute focuses on precisely this challenging problem of detecting hidden emotions by recognizing very subtle facial expressions invisible to the naked eye. Funded by three industry projects from TM totalling over RM2million, the research has led to breakthroughs in the extraction of invisible motions pioneered by the MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL).

Status : On-Going
RESEARCHER
Prof. Dr. Raphael Phan Chung Wei
COLLABORATOR
Prof. Alan Johnston, University of Nottingham (UK)
PUBLICATIONS
  • AC Le Ngo, A Johnston, RCW Phan, J See: *Micro-Expression Motion Magnification: Global Lagrangian vs. Local Eulerian Approaches*. IEEE FG '18: 650-656 (2018)
  • YH Oh, J See, AC Le Ngo, RCW Phan, VM Baskaran: *A Survey of Automatic Facial Micro- Expression Analysis: Databases, Methods, and Challenges*. Frontiers in Psychology 9: 1128 (2018)
  • AC Le Ngo, J See, RCW Phan: *Sparsity in Dynamics of Spontaneous Subtle Emotions: Analysis and Application*. IEEE Trans. Affective Computing 8(3): 396-411 (2017)
  • AC Le Ngo, YH Oh, RCW Phan, J See: *Eulerian Emotion Magnification for Subtle Expression Recognition*. IEEE ICASSP '16: 1243-1247 (2016)
  • YH Oh, AC Le Ngo, RCW Phan, J See, HC Ling: *Intrinsic Two-Dimensional Local Structures for Micro-expression Recognition*. IEEE ICASSP '16: 1851-1855 (2016)
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