Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Facial expression recognition based on Local Binary Patterns: A comprehensive study
Image and Vision Computing
Cost-Effective Solution to Synchronized Audio-Visual Capture Using Multiple Sensors
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Opensmile: the munich versatile and fast open-source audio feature extractor
Proceedings of the international conference on Multimedia
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
AVEC 2011-the first international audio/visual emotion challenge
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
IEEE Transactions on Affective Computing
Building Autonomous Sensitive Artificial Listeners
IEEE Transactions on Affective Computing
Proceedings of the 14th ACM international conference on Multimodal interaction
Robust continuous prediction of human emotions using multiscale dynamic cues
Proceedings of the 14th ACM international conference on Multimodal interaction
Elastic net for paralinguistic speech recognition
Proceedings of the 14th ACM international conference on Multimodal interaction
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
AVEC 2013: the continuous audio/visual emotion and depression recognition challenge
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
Audiovisual three-level fusion for continuous estimation of Russell's emotion circumplex
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge
Computer Vision and Image Understanding
Emotion recognition in the wild challenge 2013
Proceedings of the 15th ACM on International conference on multimodal interaction
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP
Proceedings of the 15th ACM on International conference on multimodal interaction
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We present the second Audio-Visual Emotion recognition Challenge and workshop (AVEC 2012), which aims to bring together researchers from the audio and video analysis communities around the topic of emotion recognition. The goal of the challenge is to recognise four continuously valued affective dimensions: arousal, expectancy, power, and valence. There are two sub-challenges: in the Fully Continuous Sub-Challenge participants have to predict the values of the four dimensions at every moment during the recordings, while for the Word-Level Sub-Challenge a single prediction has to be given per word uttered by the user. This paper presents the challenge guidelines, the common data used, and the performance of the baseline system on the two tasks.