Emotion classification

Deep learning analysis of mobile physiological, environmental and location sensor data for emotion detection

Eiman Kanjo, Eman M. G. Younis, Chee Siang Ang

Citations: 291 • 2018

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

Emotion detection from text and speech: a survey

Kashfia Sailunaz, Manmeet Dhaliwal, Jon Rokne, Reda Alhajj

Citations: 260 • 2018

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

Emotion in reinforcement learning agents and robots: a survey

Citations: 153 • 2017

Brain Response to a Humanoid Robot in Areas Implicated in the Perception of Human Emotional Gestures

Thierry Chaminade, Massimiliano Zecca, Sarah‐Jayne Blakemore, Atsuo Takanishi, Chris Frith, Silvestro Micera, Paolo Dario, Giacomo Rizzolatti, Vittorio Gallese, Maria Alessandra Umiltà

Citations: 141 • 2010

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

An evaluation of the robustness of existing supervised machine learning approaches to the classification of emotions in speech

Mohammad Shami, Werner Verhelst

Citations: 131 • 2007

Multimodal Expression of Artificial Emotion in Social Robots Using Color, Motion and Sound

Diana Löffler, Nina Schmidt, Robert Tscharn

Citations: 127 • 2018

Creation and Evaluation of emotion expression with body movement, sound and eye color for humanoid robots

Markus Häring, Nikolaus Bee, Elisabeth André

Citations: 121 • 2011

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

Real-time emotion recognition from facial images using Raspberry Pi II

Suchitra, P. Suja, Shikha Tripathi

Citations: 115 • 2016

Human Emotion Detection via Brain Waves Study by Using Electroencephalogram (EEG)

Wan Omar Ali Saifuddin Wan Ismail, Md. Abu Hanif, Saiful Bahri Mohamed, Noraini Hamzah, Zairi Ismael Rizman

Citations: 112 • 2016

CNN and LSTM Based Facial Expression Analysis Model for a Humanoid Robot

Tzuu‐Hseng S. Li, Ping‐Huan Kuo, Ting-Nan Tsai, Po‐Chien Luan

Citations: 106 • 2019

Facial Expression Recognition using Convolutional Neural Network with Data Augmentation

Tawsin Uddin Ahmed, Sazzad Hossain, Mohammad Shahadat Hossain, Raihan Ul Islam, Karl Andersson

Citations: 101 • 2019

Four-layer ConvNet to facial emotion recognition with minimal epochs and the significance of data diversity

Tanoy Debnath, Md. Mahfuz Reza, Anichur Rahman, Amin Beheshti, Shahab S. Band, Hamid Alinejad‐Rokny

Citations: 100 • 2022

Whole body emotion expressions for KOBIAN humanoid robot — preliminary experiments with different Emotional patterns —

Massimiliano Zecca, Yu Mizoguchi, K. Endo, Fumiya Iida, Yousuke Kawabata, Nobutsuna Endo, Kazuko Itoh, Atsuo Takanishi

Citations: 99 • 2009

Artificial emotion expression for a robot by dynamic color change

Kazunori Terada, Atsushi Yamauchi, Akira Ito

Citations: 98 • 2012