Improvement of continuous emotion recognition of temporal convolutional networks with incomplete labels

Improvement of continuous emotion recognition of temporal convolutional networks with incomplete labels

Abstract Video‐based emotion recognition has been a long‐standing research topic for computer scientists and psychiatrists. In contrast to traditional discrete emotional models, emotion recognition based on continuous emotional models can better describe the progression of emotions. Quantitative ana...

Full description

Bibliographic Details
Main Authors:	Zheyu Wang, Jieying Zheng, Feng Liu
Format:	Article
Language:	English
Published:	Wiley 2024-03-01
Series:	IET Image Processing
Subjects:	convolutional neural nets emotion recognition
Online Access:	https://doi.org/10.1049/ipr2.12994

Similar Items

Emotion Recognition in Horses with Convolutional Neural Networks
by: Luis A. Corujo, et al.
Published: (2021-09-01)

MASA-TCN: multi-anchor space-aware temporal convolutional neural networks for continuous and discrete EEG emotion recognition
by: Ding, Yi, et al.
Published: (2024)

Speaker Recognition Using Constrained Convolutional Neural Networks in Emotional Speech
by: Nikola Simić, et al.
Published: (2022-03-01)

A high‐performance and lightweight framework for real‐time facial expression recognition
by: Xuebin Xu, et al.
Published: (2023-10-01)

Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network
by: Jungchan Cho, et al.
Published: (2020-06-01)

Real-Time Implementation of Face Recognition and Emotion Recognition in a Humanoid Robot Using a Convolutional Neural Network
by: Suci Dwijayanti, et al.
Published: (2022-01-01)

An Efficient Approach to Face Emotion Recognition with Convolutional Neural Networks
by: Christian Białek, et al.
Published: (2023-06-01)

Empirical analysis of multiple modalities for emotion recognition using convolutional neural network
by: Ram Avtar Jaswal, et al.
Published: (2023-04-01)

Expression Recognition Method Based on a Lightweight Convolutional Neural Network
by: Guangzhe Zhao, et al.
Published: (2020-01-01)

Parallelized Convolutional Recurrent Neural Network With Spectral Features for Speech Emotion Recognition
by: Pengxu Jiang, et al.
Published: (2019-01-01)

An improved multi-input deep convolutional neural network for automatic emotion recognition
by: Peiji Chen, et al.
Published: (2022-10-01)

Emotion Recognition Using Convolutional Neural Network with Selected Statistical Photoplethysmogram Features
by: MinSeop Lee, et al.
Published: (2020-05-01)

Cascaded Convolutional Recurrent Neural Networks for EEG Emotion Recognition Based on Temporal–Frequency–Spatial Features
by: Yuan Luo, et al.
Published: (2023-06-01)

Speech Emotion Recognition through Hybrid Features and Convolutional Neural Network
by: Ala Saleh Alluhaidan, et al.
Published: (2023-04-01)

Cross-Cultural Emotion Recognition and Comparison Using Convolutional Neural Networks
by: Alexander Iliev, et al.
Published: (2020-09-01)

Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks
by: Thomas Teixeira, et al.
Published: (2021-12-01)

Emotion recognition based on convolutional gated recurrent units with attention
by: Zhu Ye, et al.
Published: (2023-12-01)

Deep Visual Attributes vs. Hand-Crafted Audio Features on Multidomain Speech Emotion Recognition
by: Michalis Papakostas, et al.
Published: (2017-06-01)

Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks
by: J. X. Chen, et al.
Published: (2019-01-01)

Electroencephalogram Emotion Recognition Based on 3D Feature Fusion and Convolutional Autoencoder
by: Yanling An, et al.
Published: (2021-10-01)

Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer
by: Rizwan Ullah, et al.
Published: (2023-07-01)

Enhancing Mouth-Based Emotion Recognition Using Transfer Learning
by: Valentina Franzoni, et al.
Published: (2020-09-01)

Multiple Convolutional Neural Networks Fusion Using Improved Fuzzy Integral for Facial Emotion Recognition
by: Cheng-Jian Lin, et al.
Published: (2019-06-01)

ViTCN: Hybrid Vision Transformer with Temporal Convolution for Multi-Emotion Recognition
by: Kamal Zakieldin, et al.
Published: (2024-03-01)

Recognition of Emotions in Speech Using Convolutional Neural Networks on Different Datasets
by: Marta Zielonka, et al.
Published: (2022-11-01)

Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System
by: Yea-Hoon Kwon, et al.
Published: (2018-04-01)

Speech Emotion Recognition Based on Multiple Acoustic Features and Deep Convolutional Neural Network
by: Kishor Bhangale, et al.
Published: (2023-02-01)

Multimodal Emotion Recognition Method Based on Convolutional Auto-Encoder
by: Jian Zhou, et al.
Published: (2019-02-01)

LEMON: A Lightweight Facial Emotion Recognition System for Assistive Robotics Based on Dilated Residual Convolutional Neural Networks
by: Rami Reddy Devaram, et al.
Published: (2022-04-01)

Separable convolutional neural networks for facial expressions recognition
by: Andry Chowanda
Published: (2021-10-01)

Speech Emotion Recognition Using Convolutional Neural Networks with Attention Mechanism
by: Konstantinos Mountzouris, et al.
Published: (2023-10-01)

Ensemble Learning With Attention-Integrated Convolutional Recurrent Neural Network for Imbalanced Speech Emotion Recognition
by: Xusheng Ai, et al.
Published: (2020-01-01)

Impact of Feature Selection Algorithm on Speech Emotion Recognition Using Deep Convolutional Neural Network
by: Misbah Farooq, et al.
Published: (2020-10-01)

A novel shape classification method using 1‐D convolutional neural networks
by: Xun Zhang, et al.
Published: (2023-06-01)

Review on Emotion Recognition Based on Electroencephalography
by: Haoran Liu, et al.
Published: (2021-10-01)

The Extensive Usage of the Facial Image Threshing Machine for Facial Emotion Recognition Performance
by: Jung Hwan Kim, et al.
Published: (2021-03-01)

Skeleton-Based Emotion Recognition Based on Two-Stream Self-Attention Enhanced Spatial-Temporal Graph Convolutional Network
by: Jiaqi Shi, et al.
Published: (2020-12-01)

Image Recognition Method Based on an Improved Convolutional Neural Network to Detect Impurities in Wheat
by: Yin Shen, et al.
Published: (2019-01-01)

Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition
by: Sungkyu Kim, et al.
Published: (2022-09-01)

Emotion Recognition and Management in the Tourism Industry During Emergency Events Using Improved Convolutional Neural Network
by: Haixia Qi, et al.
Published: (2024-01-01)