Adaptive Multimodal Emotion Detection Architecture for Social Robots
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DOI: 10.1109/access.2022.3149214
Abstract: Emotion recognition is a strategy for social robots used to implement better Human-Robot Interaction and model their social behaviour. Since human emotions can be expressed in different ways (e.g., face, gesture, voice), multimodal approaches are… read more here.
Keywords: multimodal emotion; emotion; social robots; architecture ... See more keywords
Can we exploit all datasets? Multimodal Emotion Recognition using Cross-Modal Translation
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DOI: 10.1109/access.2022.3183587
Abstract: The use of sufficiently large datasets is important for most deep learning tasks, and emotion recognition tasks are no exception. Multimodal emotion recognition is the task of considering multiple types of modalities simultaneously to improve… read more here.
Keywords: recognition; emotion recognition; cross modal; multimodal emotion ... See more keywords
Multimodal Emotion Recognition From EEG Signals and Facial Expressions
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DOI: 10.1109/access.2023.3263670
Abstract: Emotion recognition has attracted attention in recent years. It is widely used in healthcare, teaching, human-computer interaction, and other fields. Human emotional features are often used to recognize different emotions. Currently, there is more and… read more here.
Keywords: multimodal emotion; facial expressions; emotion; emotion recognition ... See more keywords
Multimodal Emotion Recognition Based on Cascaded Multichannel and Hierarchical Fusion
Sign Up to like & getrecommendations! Published in 2023 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2023/9645611
Abstract: Humans express their emotions in a variety of ways, which inspires research on multimodal fusion-based emotion recognition that utilizes different modalities to achieve information complementation. However, extracting deep emotional features from different modalities and fusing… read more here.
Keywords: recognition; fusion; hierarchical fusion; multimodal emotion ... See more keywords
An Assessment of In-the-Wild Datasets for Multimodal Emotion Recognition
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DOI: 10.3390/s23115184
Abstract: Multimodal emotion recognition implies the use of different resources and techniques for identifying and recognizing human emotions. A variety of data sources such as faces, speeches, voices, texts and others have to be processed simultaneously… read more here.
Keywords: recognition; wild datasets; multimodal emotion; assessment wild ... See more keywords