• Publications
  • Influence
The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression
TLDR
In 2000, the Cohn-Kanade (CK) database was released for the purpose of promoting research into automatically detecting individual facial expressions. Expand
  • 2,177
  • 365
  • PDF
Multi-PIE
TLDR
A close relationship exists between the advancement of face recognition algorithms and the availability of face databases varying factors that affect facial appearance. Expand
  • 1,177
  • 225
  • PDF
Comprehensive database for facial expression analysis
TLDR
We present the CMU-Pittsburgh AU-Coded Face Expression Image Database, which currently includes 2105 digitized image sequences from 182 adult subjects, performing multiple tokens of most primary FACS action units. Expand
  • 2,543
  • 201
  • PDF
Deformable Model Fitting by Regularized Landmark Mean-Shift
TLDR
In this work, a principled optimization strategy is proposed where nonparametric representations of the distribution of probable landmark locations, obtained from each local detector, with simpler parametric forms are maximized within a hierarchy of smoothed estimates. Expand
  • 804
  • 128
  • PDF
DISFA: A Spontaneous Facial Action Intensity Database
TLDR
Access to well-labeled recordings of facial expression is critical to progress in automated facial expression recognition. Expand
  • 361
  • 96
  • PDF
Recognizing Action Units for Facial Expression Analysis
TLDR
We develop an Automatic Face Analysis (AFA) system to analyze facial expressions based on both permanent facial features (brows, eyes, mouth) and transient facial features in a nearly frontal-view face image sequence. Expand
  • 1,551
  • 81
  • PDF
Painful data: The UNBC-McMaster shoulder pain expression archive database
TLDR
A major factor hindering the deployment of a fully functional automatic facial expression detection system is the lack of representative data. Expand
  • 361
  • 81
  • PDF
BP4D-Spontaneous: a high-resolution spontaneous 3D dynamic facial expression database
TLDR
We present a newly developed 3D video database of spontaneous facial expressions in a diverse group of young adults. Expand
  • 317
  • 56
A high-resolution spontaneous 3D dynamic facial expression database
  • X. Zhang, L. Yin, +4 authors Peng Liu
  • Computer Science
  • 10th IEEE International Conference and Workshops…
  • 22 April 2013
Facial expression is central to human experience. Its efficient and valid measurement is a challenge that automated facial image analysis seeks to address. Most publically available databases areExpand
  • 133
  • 36
  • PDF
Face alignment through subspace constrained mean-shifts
TLDR
A principled optimization strategy for deformable model fitting is proposed where a nonparametric representation of the landmark distributions is maximized within a hierarchy of smoothed estimates. Expand
  • 384
  • 33
  • PDF