4.6 Article

Investigating of Deaf Emotion Cognition Pattern By EEG and Facial Expression Combination

Related references

Note: Only part of the references are listed.
Article Automation & Control Systems

Emotion Classification Using EEG Brain Signals and the Broad Learning System

Sali Issa et al.

Summary: This article introduces a new emotion classification method using EEG signals and the broad learning system, achieving high accuracy and efficiency in emotion classification.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2021)

Article Engineering, Electrical & Electronic

Facial Expression and EEG Fusion for Investigating Continuous Emotions of Deaf Subjects

Yi Yang et al.

Summary: This study proposes a multimodal continuous emotion recognition method based on facial expressions and EEG signals for deaf subjects. The results show that EEG signals are more effective in continuous emotion recognition compared to facial expressions, and multimodality can improve performance. The neural activities of deaf subjects are closely related to processing different emotions.

IEEE SENSORS JOURNAL (2021)

Article Engineering, Electrical & Electronic

GA-SVM-Based Facial Emotion Recognition Using Facial Geometric Features

Xiao Liu et al.

Summary: This paper introduces a new technique for facial emotion recognition using specific geometric features, which demonstrates high accuracy in experimental evaluations. Compared to convolutional neural networks, this method shows slightly higher test accuracy on some datasets. In contrast to CNN-based approaches, this method employs simpler models and is suitable for real-time machine vision applications.

IEEE SENSORS JOURNAL (2021)

Article Computer Science, Artificial Intelligence

Unsupervised Adaptation of a Person-Specific Manifold of Facial Expressions

Raphael Weber et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2020)

Article Automation & Control Systems

Dynamic Emotion Understanding in Human-Robot Interaction Based on Two-Layer Fuzzy SVR-TS Model

Luefeng Chen et al.

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2020)

Review Computer Science, Artificial Intelligence

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

Jianhua Zhang et al.

INFORMATION FUSION (2020)

Article Computer Science, Information Systems

EEG based emotion recognition using fusion feature extraction method

Qiang Gao et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2020)

Article Computer Science, Information Systems

Joint Deep Learning of Facial Expression Synthesis and Recognition

Yan Yan et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2020)

Article Computer Science, Artificial Intelligence

Geometry Guided Pose-Invariant Facial Expression Recognition

Feifei Zhang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Automation & Control Systems

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

Wei-Long Zheng et al.

IEEE TRANSACTIONS ON CYBERNETICS (2019)

Article Computer Science, Information Systems

Inferring Emotions From Large-Scale Internet Voice Data

Jia Jia et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2019)

Article Computer Science, Information Systems

A novel speech emotion recognition algorithm based on wavelet kernel sparse classifier in stacked deep auto-encoder model

Pengcheng Wei et al.

PERSONAL AND UBIQUITOUS COMPUTING (2019)

Article Computer Science, Artificial Intelligence

Facial expression recognition using distance and texture signature relevant features

Asit Barman et al.

APPLIED SOFT COMPUTING (2019)

Article Health Care Sciences & Services

Facial expression recognition based on Electroencephalogram and facial landmark localization

Dahua Li et al.

TECHNOLOGY AND HEALTH CARE (2019)

Article Computer Science, Information Systems

Exploiting EEG Signals and Audiovisual Feature Fusion for Video Emotion Recognition

Baixi Xing et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition

Zhongmin Wang et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

The Fusion of Electroencephalography and Facial Expression for Continuous Emotion Recognition

Dahua Li et al.

IEEE ACCESS (2019)

Article Computer Science, Information Systems

DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices

Stamos Katsigiannis et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2018)

Article Computer Science, Artificial Intelligence

ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

Ramanathan Subramanian et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2018)

Article Computer Science, Artificial Intelligence

Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis

Wenming Zheng

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS (2017)

Article Engineering, Biomedical

Novel Active Comb-Shaped Dry Electrode for EEG Measurement in Hairy Site

Yan-Jun Huang et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)

Article Computer Science, Artificial Intelligence

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

Wei-Long Zheng et al.

IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT (2015)

Article Computer Science, Artificial Intelligence

Feature Extraction and Selection for Emotion Recognition from EEG

Robert Jenke et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2014)

Article Computer Science, Artificial Intelligence

Exploring Cross-Modality Affective Reactions for Audiovisual Emotion Recognition

Soroosh Mariooryad et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2013)

Article Engineering, Biomedical

Dry and Noncontact EEG Sensors for Mobile Brain-Computer Interfaces

Yu Mike Chi et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2012)

Article Computer Science, Artificial Intelligence

A Multimodal Database for Affect Recognition and Implicit Tagging

Mohammad Soleymani et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2012)

Article Computer Science, Artificial Intelligence

DEAP: A Database for Emotion Analysis Using Physiological Signals

Sander Koelstra et al.

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING (2012)

Article Psychology, Experimental

Emotion Expression in Body Action and Posture

Nele Dael et al.

EMOTION (2012)

Article Computer Science, Information Systems

Emotion Recognition From EEG Using Higher Order Crossings

Panagiotis C. Petrantonakis et al.

IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2010)

Review Computer Science, Artificial Intelligence

A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions

Zhihong Zeng et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2009)

Article Computer Science, Artificial Intelligence

Emotion Recognition Based on Physiological Changes in Music Listening

Jonghwa Kim et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2008)

Article Computer Science, Artificial Intelligence

A fast learning algorithm for deep belief nets

Geoffrey E. Hinton et al.

NEURAL COMPUTATION (2006)

Article Biochemical Research Methods

EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

A Delorme et al.

JOURNAL OF NEUROSCIENCE METHODS (2004)