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Building Emotional Machines: Recognizing Image Emotions Through Deep Neural Networks
16 references·5 citing·39 second hop
Building Emotional Machines: Recognizing Image Emotions Through Deep Neural Networks (2018)Building Emotional Machines: Recognizing …Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression (2016)Continuous Probability Distri…Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark (2016)Building a Large Scale Datase…A mixed bag of emotions: Model, predict, and transfer emotion distributions (2015)A mixed bag of emotions: Mode…Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition us…Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks (2014)Learning Salient Features for…Exploring Principles-of-Art Features For Image Emotion Recognition (2014)Exploring Principles-of-Art F…The Effects of Color on Emotions (2013)The Effects of Color on Emoti…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…Extracting moods from pictures and sounds: towards truly personalized TV (2006)Extracting moods from picture…Emotion Recognition Based on Joint Visual and Audio Cues (2006)Emotion Recognition Based on …Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals (2006)Emotion Assessment: Arousal E…International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)International affective pictu…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Effects of color on emotions. (1994)Effects of color on emotions.A circumplex model of affect. (1980)A circumplex model of affect.The nature and measurement of meaning. (1952)The nature and measurement of…Multimodal transformer augmented fusion for speech emotion recognition (2023)Multimodal transformer augmen…Interpretable multimodal emotion recognition using hybrid fusion of speech and image data (2023)Interpretable multimodal emot…Real-Time Facial Expression Recognition Using Deep Learning with Application in the Active Classroom Environment (2022)Real-Time Facial Expression R…A Fuzzy Deep Neural Network with Sparse Autoencoder for Emotional Intention Understanding in Human-Robot Interaction (2020)A Fuzzy Deep Neural Network w…Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias (2018)Contemplating Visual Emotions…Emotion recognition in human-computer interaction (2001)A systems approach to appraisal mechanisms in emotion (2005)International Affective Picture System (2005)Short-term emotion assessment in a recall paradigm (2009)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Wavelet-based emotion recognition system using EEG signal (2016)Country-of-Origin Effects on Product Evaluations (1982)Profile of mood states (1992)The Teacher's Word Book of 30, 000 Words (2018)Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A review of affective computing: From unimodal analysis to multimodal fusion (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)A database of German emotional speech (2005)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Evaluating deep learning architectures for Speech Emotion Recognition (2017)3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition (2018)Speech emotion recognition (2018)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The Measurement of Meaning (1957)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)IEMOCAP: interactive emotional dyadic motion capture database (2008)Automatic speech emotion recognition using recurrent neural networks with local attention (2017)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotions Recognition Using EEG Signals: A Survey (2017)Color and psychological functioning: The effect of red on performance attainment. (2007)Designing Effective Web Surveys (2008)Colour appeal in website design within and across cultures: A multi-method evaluation (2009)Exciting red and competent blue: the importance of color in marketing (2011)The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent (2011)Color Psychology: Effects of Perceiving Color on Psychological Functioning in Humans (2013)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual5,307 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 1952The nature and measurement of meaning.1,326 cited
  • 1994Effects of color on emotions.1,103 cited
  • 2014Speech emotion recognition using deep neural network and extreme learning machine822 cited
  • 2013The Effects of Color on Emotions730 cited
  • 2014Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks567 cited
  • 2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals385 cited
  • 2014Exploring Principles-of-Art Features For Image Emotion Recognition376 cited
  • 2016Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark357 cited
  • 2015A mixed bag of emotions: Model, predict, and transfer emotion distributions258 cited
  • 2006Extracting moods from pictures and sounds: towards truly personalized TV227 cited
  • 2006

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Emotion Recognition Based on Joint Visual and Audio Cues
202 cited
  • 2016Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression193 cited
  • Cited by

    • 2018Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias85 cited
    • 2023Multimodal transformer augmented fusion for speech emotion recognition72 cited
    • 2020A Fuzzy Deep Neural Network with Sparse Autoencoder for Emotional Intention Understanding in Human-Robot Interaction59 cited
    • 2022Real-Time Facial Expression Recognition Using Deep Learning with Application in the Active Classroom Environment52 cited
    • 2023Interpretable multimodal emotion recognition using hybrid fusion of speech and image data50 cited