Intelligent Learning Techniques for Human Emotions By Dolia

Categorie

Psychology books

Winkel

Wordery

Merk

Self publish

Intelligent Learning Techniques for Human Emotions : Self Publish : 9798869199652 : 29 Jan 2024 : Humans typically express their emotions verbally or nonverbally as a response to an outside event. Several modalities, including text, audio, body motions, facial expressions, and physiological signs, can be used to conduct emotion recognition. The field of human emotion recognition is dynamic because it has many uses in human-computer interaction. The goal of the authors' work is to develop intelligent and adaptive learning algorithms for the recognition of human emotions from physiological signals, micro-expressions, and facial expressions. Using both posed and spontaneous facial expressions, precise and efficient deep learning models for the classification of human emotions have been described. For precise computational techniques, these models take advantage of the discrete wavelet transform and the self-attention mechanism. This book also demonstrates the widespread acceptance of tran

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