Collecting Large, Richly Annotated Facial-Expression Databases from Movies

Two large facial-expression databases depicting challenging real-world conditions were constructed using a semi-automatic approach via a recommender system based on subtitles.

[1]  Michael J. Lyons,et al.  Coding facial expressions with Gabor wavelets , 1998, Proceedings Third IEEE International Conference on Automatic Face and Gesture Recognition.

[2]  Maja Pantic,et al.  The SEMAINE corpus of emotionally coloured character interactions , 2010, 2010 IEEE International Conference on Multimedia and Expo.

[3]  F. Wallhoff,et al.  The Facial Expressions and Emotions Database Homepage (FEEDTUM) , 2005 .

[4]  Alice J. O'Toole,et al.  A video database of moving faces and people , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[5]  Marwan Mattar,et al.  Labeled Faces in the Wild: A Database forStudying Face Recognition in Unconstrained Environments , 2008 .

[6]  Shrikanth S. Narayanan,et al.  The Vera am Mittag German audio-visual emotional speech database , 2008, 2008 IEEE International Conference on Multimedia and Expo.

[7]  Takeo Kanade,et al.  Multi-PIE , 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

[8]  Maja Pantic,et al.  Web-based database for facial expression analysis , 2005, 2005 IEEE International Conference on Multimedia and Expo.

[9]  Takeo Kanade,et al.  The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

[10]  Di Huang,et al.  Local Binary Patterns and Its Application to Facial Image Analysis: A Survey , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[11]  Andrew Zisserman,et al.  Representing shape with a spatial pyramid kernel , 2007, CIVR '07.

[12]  Cordelia Schmid,et al.  Learning realistic human actions from movies , 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

[13]  Gwen Littlewort,et al.  Automatic Recognition of Facial Actions in Spontaneous Expressions , 2006, J. Multim..

[14]  Benoit Huet,et al.  Bimodal Emotion Recognition , 2010, ICSR.

[15]  Paul A. Viola,et al.  Rapid object detection using a boosted cascade of simple features , 2001, Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition. CVPR 2001.

[16]  Tamás D. Gedeon,et al.  Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark , 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

[17]  R. Cowie,et al.  A new emotion database: considerations, sources and scope , 2000 .

[18]  K. Scherer,et al.  Introducing the Geneva Multimodal Emotion Portrayal (GEMEP) corpus , 2010 .