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Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning
12 references·14 citing·44 second hop
Emotion Recognition in the Wild with Feature Fusion and Multiple Kernel Learning (2014)Emotion Recognition in the Wild with Feat…Emotion Recognition In The Wild Challenge 2014 (2014)Emotion Recognition In The Wi…Multiple kernel learning for emotion recognition in the wild (2013)Multiple kernel learning for …Emotion recognition in the wild challenge 2013 (2013)Emotion recognition in the wi…Deep learning for robust feature generation in audiovisual emotion recognition (2013)Deep learning for robust feat…Combining modality specific deep neural networks for emotion recognition in video (2013)Combining modality specific d…Collecting Large, Richly Annotated Facial-Expression Databases from Movies (2012)Collecting Large, Richly Anno…Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark (2011)Static facial expression anal…Emotion recognition using PHOG and LPQ features (2011)Emotion recognition using PHO…AVEC 2011–The First International Audio/Visual Emotion Challenge (2011)AVEC 2011–The First Internati…OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit (2009)OpenEAR — Introducing the mun…Web-Based Database for Facial Expression Analysis (2005)Web-Based Database for Facial…Facial and Vocal Expressions of Emotion (2002)Facial and Vocal Expressions …Fusing pairwise modalities for emotion recognition in conversations (2024)Fusing pairwise modalities fo…Multimodal emotion recognition based on audio and text by using hybrid attention networks (2023)Multimodal emotion recognitio…Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild (2023)Intensity-Aware Loss for Dyna…Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features (2022)Robust Audiovisual Emotion Re…End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis (2021)End-to-end multimodal clinica…Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition (2021)Cross Attentional Audio-Visua…Visual-audio emotion recognition based on multi-task and ensemble learning with multiple features (2020)Visual-audio emotion recognit…Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism (2020)Multi-modal Continuous Dimens…Automatic Detection of Pain from Facial Expressions: A Survey (2020)Automatic Detection of Pain f…A Multimodal Facial Emotion Recognition Framework through the Fusion of Speech with Visible and Infrared Images (2020)A Multimodal Facial Emotion R…Sparse Kernel Reduced-Rank Regression for Bimodal Emotion Recognition From Facial Expression and Speech (2016)Sparse Kernel Reduced-Rank Re…Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction (2016)Multi-modal Conditional Atten…Facial expression recognition in the wild based on multimodal texture features (2016)Facial expression recognition…Combining feature-level and decision-level fusion in a hierarchical classifier for emotion recognition in the wild (2015)Combining feature-level and d…The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning (2015)Image based Static Facial Expression Recognition with Multiple Deep Network Learning (2015)EmotioNet: An Accurate, Real-Time Algorithm for the Automatic Annotation of a Million Facial Expressions in the Wild (2016)Comprehensive database for facial expression analysis (2002)Combining Multiple Kernel Methods on Riemannian Manifold for Emotion Recognition in the Wild (2014)Facial Expression Recognition Using Weighted Mixture Deep Neural Network Based on Double-Channel Facial Images (2017)Covariance Pooling for Facial Expression Recognition (2018)Toward detecting emotions in spoken dialogs (2005)IEMOCAP: interactive emotional dyadic motion capture database (2008)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Learning Affective Features With a Hybrid Deep Model for Audio–Visual Emotion Recognition (2017)Speech Emotion Recognition From 3D Log-Mel Spectrograms With Deep Learning Network (2019)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Facial Expression Recognition with Inconsistently Annotated Datasets (2018)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)FEELTRACE: an instrument for recording perceived emotion in real time (2000)The World of Emotions is not Two-Dimensional (2007)The INTERSPEECH 2009 emotion challenge (2009)AVEC 2012 (2012)Hierarchical committee of deep convolutional neural networks for robust facial expression recognition (2016)AFEW-VA database for valence and arousal estimation in-the-wild (2017)The expression of the emotions in man and animals. 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(1956)Social signal processing: Survey of an emerging domain (2008)Tourist satisfaction a cognitive-affective model (2008)Social Signal Processing (2017)The Presentation of Self in Everyday Life (2023)The first facial expression recognition and analysis challenge (2011)BAUM-1: A Spontaneous Audio-Visual Face Database of Affective and Mental States (2016)Facial Expression Recognition Using Hierarchical Features With Deep Comprehensive Multipatches Aggregation Convolutional Neural Networks (2018)Facial Action Coding System (1978)Design Patterns: Elements of Reusable Object-Oriented Software (1994)CREMA-D: Crowd-Sourced Emotional Multimodal Actors Dataset (2014)Going deeper in facial expression recognition using deep neural networks (2016)Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism (2018)A database of German emotional speech (2005)Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies (2010)Praat: Doing Phonetics by Computer (2011)Sparse Autoencoder-Based Feature Transfer Learning for Speech Emotion Recognition (2013)Deeply Learning Deformable Facial Action Parts Model for Dynamic Expression Analysis (2015)Recurrent Neural Networks for Emotion Recognition in Video (2015)A survey on facial emotion recognition techniques: A state-of-the-art literature review (2021)
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References

  • 2005Web-Based Database for Facial Expression Analysis1,104 cited
  • 2002Facial and Vocal Expressions of Emotion873 cited
  • 2012Collecting Large, Richly Annotated Facial-Expression Databases from Movies664 cited
  • 2011Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark541 cited
  • 2009OpenEAR — Introducing the munich open-source emotion and affect recognition toolkit418 cited
  • 2013Deep learning for robust feature generation in audiovisual emotion recognition401 cited
  • 2013Combining modality specific deep neural networks for emotion recognition in video391 cited
  • 2011AVEC 2011–The First International Audio/Visual Emotion Challenge271 cited
  • 2011Emotion recognition using PHOG and LPQ features221 cited
  • 2014Emotion Recognition In The Wild Challenge 2014216 cited
  • 2013Emotion recognition in the wild challenge 2013179 cited
  • 2013Multiple kernel learning for emotion recognition in the wild119 cited

Cited by

  • 2016Sparse Kernel Reduced-Rank Regression for Bimodal Emotion Recognition From Facial Expression and Speech102 cited
  • 2020Automatic Detection of Pain from Facial Expressions: A Survey98 cited
  • 2021

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

End-to-end multimodal clinical depression recognition using deep neural networks: A comparative analysis
88 cited
  • 2016Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction87 cited
  • 2020Visual-audio emotion recognition based on multi-task and ensemble learning with multiple features83 cited
  • 2020Multi-modal Continuous Dimensional Emotion Recognition Using Recurrent Neural Network and Self-Attention Mechanism81 cited
  • 2023Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild81 cited
  • 2023Multimodal emotion recognition based on audio and text by using hybrid attention networks76 cited
  • 2016Facial expression recognition in the wild based on multimodal texture features74 cited
  • 2024Fusing pairwise modalities for emotion recognition in conversations69 cited
  • 2020A Multimodal Facial Emotion Recognition Framework through the Fusion of Speech with Visible and Infrared Images61 cited
  • 2021Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition55 cited
  • 2022Robust Audiovisual Emotion Recognition: Aligning Modalities, Capturing Temporal Information, and Handling Missing Features53 cited
  • 2015Combining feature-level and decision-level fusion in a hierarchical classifier for emotion recognition in the wild46 cited