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Output-associative RVM regression for dimensional and continuous emotion prediction · Study

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ArticleOutput-associative RVM regression for dimensional and continuous emotion prediction

Mihalis A. Nicolaou2012

Article2012

Output-associative RVM regression for dimensional and continuous emotion prediction

Mihalis A. Nicolaou · Hatice Güneş · Maja Pantić

108 citations·0/0 files stored·Image and Vision Computing

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Emotion and Mood Recognition Gaussian Processes and Bayesian Inference Machine Learning and ELM

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References

1980A circumplex model of affect.1974An approach to environmental psychology 2008A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions 1996Stacked Regressions 1998Sex differences in emotion: Expression, experience, and physiology.2011Continuous Prediction of Spontaneous Affect from Multiple Cues and Modalities in Valence-Arousal Space 2010Automatic, Dimensional and Continuous Emotion Recognition 2008The Vera am Mittag German audio-visual emotional speech database

Cited by

2013Continuous AU intensity estimation using localized, sparse facial feature space 2015Time-Delay Neural Network for Continuous Emotional Dimension Prediction From Facial Expression Sequences 2019Recognizing Induced Emotions of Movie Audiences from Multimodal Information 2015An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction 2019The Fusion of Electroencephalography and Facial Expression for Continuous Emotion Recognition

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2011Emotion representation, analysis and synthesis in continuous space: A surveyother · 6 shared references 2014Correcting Time-Continuous Emotional Labels by Modeling the Reaction Lag of Evaluatorsarticle · 6 shared references 2010Audio-Visual Classification and Fusion of Spontaneous Affective Data in Likelihood Spaceother · 6 shared references 2012Categorical and dimensional affect analysis in continuous input: Current trends and future directionsarticle · 5 shared references 2017AFEW-VA database for valence and arousal estimation in-the-wildarticle · 5 shared references 2014Survey on audiovisual emotion recognition: databases, features, and data fusion strategiesarticle · 5 shared references

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Year2012

Typearticle

Published2012-01-10

VenueImage and Vision Computing

ISSN-L0262-8856

Languageen

Citations108

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.imavis.2011.12.005

openalex_workW2219827282

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2012

Combining video, audio and lexical indicators of affect in spontaneous conversation via particle filtering

2011Naturalistic Affective Expression Classification by a Multi-stage Approach Based on Hidden Markov Models

2019A new surrogate modeling method combining polynomial chaos expansion and Gaussian kernel in a sparse Bayesian learning framework