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Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression
13 references·16 citing·43 second hop
Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression (2016)Continuous Probability Distribution Predi…Video Affective Content Analysis: A Survey of State-of-the-Art Methods (2015)Video Affective Content Analy…A mixed bag of emotions: Model, predict, and transfer emotion distributions (2015)A mixed bag of emotions: Mode…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…Automatic facial expression recognition using features of salient facial patches (2014)Automatic facial expression r…Emotion recognition from speech: a review (2012)Emotion recognition from spee…Affective Body Expression Perception and Recognition: A Survey (2012)Affective Body Expression Per…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)The Extended Cohn-Kanade Data…Emotional valence categorization using holistic image features (2008)Emotional valence categorizat…Extracting moods from pictures and sounds: towards truly personalized TV (2006)Extracting moods from picture…What are emotions? And how can they be measured? (2005)What are emotions? And how ca…Emotional category data on images from the international affective picture system (2005)Emotional category data on im…Three dimensions of emotion. (1954)Three dimensions of emotion.Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion (2023)Unlocking the Emotional World…SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network (2021)SOLVER: Scene-Object Interrel…Emotion Recognition From Multiple Modalities: Fundamentals and methodologies (2021)Emotion Recognition From Mult…An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos (2020)An End-to-End Visual-Audio At…Zero-Shot Emotion Recognition via Affective Structural Embedding (2019)Zero-Shot Emotion Recognition…Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals (2019)Personalized Emotion Recognit…PDANet (2019)PDANetMulti-level region-based Convolutional Neural Network for image emotion classification (2019)Multi-level region-based Conv…Affective Computing for Large-scale Heterogeneous Multimedia Data (2019)Affective Computing for Large…Personality-Aware Personalized Emotion Recognition from Physiological Signals (2018)Personality-Aware Personalize…Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning (2018)Discrete Probability Distribu…Building Emotional Machines: Recognizing Image Emotions Through Deep Neural Networks (2018)Building Emotional Machines: …Affective Image Content Analysis: A Comprehensive Survey (2018)Affective Image Content Analy…Ensemble learning on visual and textual data for social image emotion classification (2017)Ensemble learning on visual a…Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion (2017)Approximating Discrete Probab…Predicting Personalized Image Emotion Perceptions in Social Networks (2016)Predicting Personalized Image…A circumplex model of affect. 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(1872)Hand and mind: what gestures reveal about thought (1993)Core affect and the psychological construction of emotion. (2003)Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)Survey on Emotional Body Gesture Recognition (2018)An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)Vocal communication of emotion: A review of research paradigms (2003)A database of German emotional speech (2005)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors (2018)Databases, features and classifiers for speech emotion recognition: a review (2018)Speech emotion recognition (2018)International Affective Picture System (IAPS): Instruction Manual and Affective Ratings (Tech. Rep. No. A-4) (1999)Building a Large Scale Dataset for Image Emotion Recognition: The Fine Print and The Benchmark (2016)Handbook of Experimental Psychology (1952)Aggressive behavior and physiological arousal as a function of provocation and the tendency to inhibit aggression1 (1967)A description of the affective quality attributed to environments. (1980)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)Emotion And Adaptation (1991)The dynamic architecture of emotion: Evidence for the component process model (2009)Multimodal Emotion Recognition in Response to Videos (2011)Speech Emotion Recognition Using Deep Learning Techniques: A Review (2019)A power primer. (1992)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)Reading Between the Lies (2008)Discrete emotions predict changes in cognition, judgment, experience, behavior, and physiology: A meta-analysis of experimental emotion elicitations. (2011)Introducing the Open Affective Standardized Image Set (OASIS) (2016)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild (2017)Deep Facial Expression Recognition: A Survey (2020)
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References

  • 2010The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression4,299 cited
  • 2005What are emotions? And how can they be measured?4,257 cited
  • 1954Three dimensions of emotion.1,059 cited
  • 2005Emotional category data on images from the international affective picture system678 cited
  • 2012Emotion recognition from speech: a review644 cited
  • 2012Affective Body Expression Perception and Recognition: A Survey609 cited
  • 2014Automatic facial expression recognition using features of salient facial patches601 cited
  • 2014Learning Salient Features for Speech Emotion Recognition Using Convolutional Neural Networks567 cited
  • 2014Exploring Principles-of-Art Features For Image Emotion Recognition376 cited
  • 2015A mixed bag of emotions: Model, predict, and transfer emotion distributions258 cited
  • 2006Extracting moods from pictures and sounds: towards truly personalized TV227 cited
  • 2008Emotional valence categorization using holistic image features196 cited
  • 2015Video Affective Content Analysis: A Survey of State-of-the-Art Methods196 cited

Cited by

  • 2016Predicting Personalized Image Emotion Perceptions in Social Networks175 cited

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2021
Emotion Recognition From Multiple Modalities: Fundamentals and methodologies
172 cited
  • 2019Multi-level region-based Convolutional Neural Network for image emotion classification146 cited
  • 2020An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos127 cited
  • 2018Building Emotional Machines: Recognizing Image Emotions Through Deep Neural Networks97 cited
  • 2023Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion89 cited
  • 2019Affective Computing for Large-scale Heterogeneous Multimedia Data84 cited
  • 2019PDANet83 cited
  • 2019Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals80 cited
  • 2018Affective Image Content Analysis: A Comprehensive Survey77 cited
  • 2017Approximating Discrete Probability Distribution of Image Emotions by Multi-Modal Features Fusion72 cited
  • 2021SOLVER: Scene-Object Interrelated Visual Emotion Reasoning Network66 cited
  • 2018Discrete Probability Distribution Prediction of Image Emotions with Shared Sparse Learning65 cited
  • 2017Ensemble learning on visual and textual data for social image emotion classification61 cited
  • 2019Zero-Shot Emotion Recognition via Affective Structural Embedding57 cited
  • 2018Personality-Aware Personalized Emotion Recognition from Physiological Signals54 cited