Emotion recognition

Human Emotion Recognition: Review of Sensors and Methods

Andrius Dzedzickis, Artūras Kaklauskas, Vytautas Bučinskas

Citations: 569 • 2020

SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG

Xiaofen Xing, Zhiyang Li, Tianyuan Xu, Lin Shu, Bin Hu, Xiangmin Xu

Citations: 268 • 2019

Speech emotion recognition based on feature selection and extreme learning machine decision tree

Zhentao Liu, Min Wu, Weihua Cao, Jun-Wei Mao, Jianping Xu, Guanzheng Tan

Citations: 260 • 2017

Emotion detection from text and speech: a survey

Kashfia Sailunaz, Manmeet Dhaliwal, Jon Rokne, Reda Alhajj

Citations: 260 • 2018

Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation

Michelle Karg, Ali-Akbar Samadani, Rob Gorbet, Kolja Kühnlenz, Jesse Hoey, Dana Kulić

Citations: 217 • 2013

Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction

Luefeng Chen, Wanjuan Su, Feng Yu, Min Wu, Jinhua She, Kaoru Hirota

Citations: 193 • 2019

Multimodal Integration of Emotional Signals from Voice, Body, and Context: Effects of (In)Congruence on Emotion Recognition and Attitudes Towards Robots

Christiana Tsiourti, Astrid Weiss, Katarzyna Wac, Markus Vincze

Citations: 180 • 2019

CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings

Abhishek Iyer, Srimit Sritik Das, Reva Teotia, Shishir Maheshwari, Rishi Raj Sharma

Citations: 170 • 2022

Speech emotion recognition based on an improved brain emotion learning model

Zhentao Liu, Qiao Xie, Min Wu, Weihua Cao, Ying Mei, Jun-Wei Mao

Citations: 169 • 2018

Facial Emotion Recognition Using Conventional Machine Learning and Deep Learning Methods: Current Achievements, Analysis and Remaining Challenges

Citations: 150 • 2022

Effective emotional expressions with emotion expression humanoid robot WE-4RII

Hiroyasu Miwa, Kazuko Itoh, Mitsuharu Matsumoto, Massimiliano Zecca, H. Takariobu, Stefano Roccella, Maria Chiara Carrozza, Paolo Dario, Atsuo Takanishi

Citations: 136 • 2005

EEG-based automatic emotion recognition: Feature extraction, selection and classification methods

Pascal Ackermann, Christian Kohlschein, Jó Ágila Bitsch, Klaus Wehrle, Sabina Jeschke

Citations: 134 • 2016

Survey on AI-Based Multimodal Methods for Emotion Detection

Catherine Maréchal, Dariusz Mikołajewski, Krzysztof Tyburek, Piotr Prokopowicz, Lamine Bougueroua, Corinne Ancourt, Katarzyna Węgrzyn-Wolska

Citations: 134 • 2019

EmoReact: a multimodal approach and dataset for recognizing emotional responses in children

Behnaz Nojavanasghari, Tadas Baltrušaitis, Charles E. Hughes, Louis‐Philippe Morency

Citations: 117 • 2016

An Active Learning Paradigm for Online Audio-Visual Emotion Recognition

Ioannis Kansizoglou, Loukas Bampis, Αντώνιος Γαστεράτος

Citations: 114 • 2019

Facial Emotion Expressions in Human–Robot Interaction: A Survey

Niyati Rawal, Ruth Stock‐Homburg

Citations: 109 • 2022

Using transformers for multimodal emotion recognition: Taxonomies and state of the art review

Samira Hazmoune, Fateh Bougamouza

Citations: 99 • 2024

A Systematic Review on Multimodal Emotion Recognition: Building Blocks, Current State, Applications, and Challenges

Sepideh Kalateh, Luis A. Estrada-Jimenez, Sanaz Nikghadam-Hojjati, José Barata

Citations: 94 • 2024

A categorical approach to affective gesture recognition

Nadia Bianchi‐Berthouze, Andrea Kleinsmith

Citations: 93 • 2003

GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion Detection

Jiang Li, Xiaoping Wang, Guoqing Lv, Zhigang Zeng

Citations: 91 • 2023