Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
A decision-theoretic generalization of on-line learning and an application to boosting
EuroCOLT '95 Proceedings of the Second European Conference on Computational Learning Theory
Comprehensive Database for Facial Expression Analysis
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Robust Real-Time Face Detection
International Journal of Computer Vision
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boosted multi-resolution spatiotemporal descriptors for facial expression recognition
Pattern Recognition Letters
Opensmile: the munich versatile and fast open-source audio feature extractor
Proceedings of the international conference on Multimedia
Forward-Backward Error: Automatic Detection of Tracking Failures
ICPR '10 Proceedings of the 2010 20th International Conference on Pattern Recognition
Face detection, pose estimation, and landmark localization in the wild
CVPR '12 Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Emotion recognition in the wild challenge 2013
Proceedings of the 15th ACM on International conference on multimodal interaction
| Hi-index | 0.00 |
In this paper, we describe a simple system to recognize emotions from short video sequences, developed for the Emotion Recognition in the Wild Challenge (EmotiW 2013). Performance matches the challenge baseline whilst being significantly faster and lower in complexity. Our experiments and subsequent discussion provide a number of insights into the problem.