Search Results - (( emotion recognition based algorithm ) OR ( java application optimized algorithm ))
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Deep learning based emotion recognition for image and video signals: matlab implementation
Published 2021“…Five emotions are considered for recognition: angry, happy, neutral, sad, and surprise, compared to previous algorithms. …”
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Emotion recognition and analysis of netizens based on micro-blog during covid-19 epidemic
Published 2022“…The research is about emotion recognition and analysis based on Micro-blog short text. …”
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EEG-based emotion recognition using machine learning algorithms
Published 2024“…Traditional emotion recognition techniques such as conducting questionnaires and facial recognition to analyse emotion is not reliable. …”
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A review on emotion recognition algorithms using speech analysis
Published 2018“…In recent years, there is a growing interest in speech emotion recognition (SER) by analyzing input speech. …”
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Discrete wavelet packet transform for electroencephalogram based valence-arousal emotion recognition
Published 2015“…The aim of this study is to discover the feature extraction method and the combination of electrode channels that optimally implements EEG-based valencearousal emotion recognition. Based on this, two emotion recognition experiments were performed to classify human emotional states into high/low valence or high/low arousal. …”
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Thesis -
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Social spider optimisation algorithm for dimension reduction of electroencephalogram signals in human emotion recognition
Published 2018“…Due to some limitations of current heuristics and evolutionary algorithms, this paper proposed a new swarm based algorithm for feature selection method called Social Spider Optimization (SSO-FS). …”
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EEG emotion recognition system
Published 2009“…This chapter proposes an emotion recognition system based on time domain analysis of the bio-signals for emotion features extraction. …”
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Book Chapter -
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Multichannel optimization with hybrid spectral- entropy markers for gender identification enhancement of emotional-based EEGs
Published 2021“…Therefore, the proposed methods were effective in improving the process of automatic gender recognition from the emotional-based EEG signals.…”
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Speech emotion recognition using spectrogram based neural structured learning
Published 2022“…Thus, a unique emotion recognition system based on robust characteristics and machine learning from the audio speech is reported in this paper. …”
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Detection of mental disorders based on the analysis of emotion, facial expressions and facial movements in a video stream
Published 2025“…Using machine learning techniques and deep learning algorithms, we aim to create an algorithm for emotion recognition using a personalized approach. …”
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Development of Image-Based Emotion Recognition using Convolutional Neural Networks
Published 2021“…One of the prominent applications is detecting emotion from an image, which can help an intelligent automatic response system respond appropriately based on the user’s emotion. …”
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