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AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups

JOURNAL ARTICLE published 1 April 2021 in IEEE Transactions on Affective Computing

Authors: Juan Abdon Miranda-Correa | Mojtaba Khomami Abadi | Nicu Sebe | Ioannis Patras

Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images

JOURNAL ARTICLE published 1 October 2021 in IEEE Transactions on Affective Computing

Authors: Cigdem Beyan | Andrea Zunino | Muhammad Shahid | Vittorio Murino

WiFE: WiFi and Vision Based Unobtrusive Emotion Recognition via Gesture and Facial Expression

JOURNAL ARTICLE published 1 October 2023 in IEEE Transactions on Affective Computing

Authors: Yu Gu | Xiang Zhang | Huan Yan | Jingyang Huang | Zhi Liu | Mianxiong Dong | Fuji Ren

Early Detection of User Engagement Breakdown in Spontaneous Human-Humanoid Interaction

JOURNAL ARTICLE published 1 July 2021 in IEEE Transactions on Affective Computing

Research funded by SoftBank Robotics and European (H2020 ANIMATAS (ITN 7659552))

Authors: Atef Ben-Youssef | Chloe Clavel | Slim Essid

TSSRD: A Topic Sentiment Summarization Framework Based on Reaching Definition

JOURNAL ARTICLE published 1 July 2023 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (61602149) | Fundamental Research Funds for the Central Universities (B210202078)

Authors: Xiaodong Li | Chenxin Zou | Pangjing Wu | Qing Li

Multi-Modal Sarcasm Detection and Humor Classification in Code-Mixed Conversations

JOURNAL ARTICLE published 1 April 2023 in IEEE Transactions on Affective Computing

Authors: Manjot Bedi | Shivani Kumar | Md Shad Akhtar | Tanmoy Chakraborty

A Region Group Adaptive Attention Model For Subtle Expression Recognition

JOURNAL ARTICLE published 1 April 2023 in IEEE Transactions on Affective Computing

Research funded by Open Project Program of Shanghai Key Laboratory of Data Science (2020090600004) | Shanghai Engineering Research Center of Intelligent Computing System (19DZ2252600) | Science and Technology Project of Jiangxi Provincial Department of Education (GJJ181503)

Authors: Gan Chen | Junjie Peng | Wenqiang Zhang | Kanrun Huang | Feng Cheng | Haochen Yuan | Yansong Huang

Modeling Emotion in Complex Stories: The Stanford Emotional Narratives Dataset

JOURNAL ARTICLE published 1 July 2021 in IEEE Transactions on Affective Computing

Research funded by A*STAR Human-Centric Artificial Intelligence Programme (A1718g0048) | National Institutes of Health (1R01MH112560-01)

Authors: Desmond C. Ong | Zhengxuan Wu | Tan Zhi-Xuan | Marianne Reddan | Isabella Kahhale | Alison Mattek | Jamil Zaki

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis

JOURNAL ARTICLE published 1 January 2022 in IEEE Transactions on Affective Computing

Research funded by Spanish Ministry (TIN2016-74946-P,TIN2015-66951-C2-2-R,TIN2017-88515-C2-1-R)

Authors: Julio C. S. Jacques Junior | Yagmur Gucluturk | Marc Perez | Umut Guclu | Carlos Andujar | Xavier Baro | Hugo Jair Escalante | Isabelle Guyon | Marcel A. J. van Gerven | Rob van Lier | Sergio Escalera

Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition

JOURNAL ARTICLE published 1 April 2022 in IEEE Transactions on Affective Computing

Authors: Siddique Latif | Rajib Rana | Sara Khalifa | Raja Jurdak | Julien Epps | Bjorn W. Schuller

Speech-Driven Expressive Talking Lips with Conditional Sequential Generative Adversarial Networks

JOURNAL ARTICLE published 1 October 2021 in IEEE Transactions on Affective Computing

Research funded by National Science Foundation (IIS-1718944)

Authors: Najmeh Sadoughi | Carlos Busso

CAS(ME): A Database for Spontaneous Macro-Expression and Micro-Expression Spotting and Recognition

JOURNAL ARTICLE published 1 October 2018 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (61375009,61379095,31500875) | Beijing Natural Science Foundation (4152055)

Authors: Fangbing Qu | Su-Jing Wang | Wen-Jing Yan | He Li | Shuhang Wu | Xiaolan Fu

Classifying Emotions and Engagement in Online Learning Based on a Single Facial Expression Recognition Neural Network

JOURNAL ARTICLE published 1 October 2022 in IEEE Transactions on Affective Computing

Research funded by Analytical Center for the Government of the Russian Federation (0D730321P5Q0002) | National Research University Higher School of Economics (70-2021-00139)

Authors: Andrey V. Savchenko | Lyudmila V. Savchenko | Ilya Makarov

A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition

JOURNAL ARTICLE published 1 October 2020 in IEEE Transactions on Affective Computing

Research funded by University of Warwick (School of Engineering Scholarship)

Authors: Laura Piho | Tardi Tjahjadi

ICA-Evolution Based Data Augmentation with Ensemble Deep Neural Networks Using Time and Frequency Kernels for Emotion Recognition from EEG-Data

JOURNAL ARTICLE published 1 April 2022 in IEEE Transactions on Affective Computing

Research funded by Institute for Information and communications Technology Promotion (R7124-16-0004) | National Research Foundation of Korea (NRF-2016R1A2A2A05921679)

Authors: Jun-Su Kang | Swathi Kavuri | Minho Lee

Unconstrained Facial Expression Recognition With No-Reference De-Elements Learning

JOURNAL ARTICLE published January 2024 in IEEE Transactions on Affective Computing

Research funded by National Key Research and Development Program of China (2018AAA0103202) | National Natural Science Foundation of China (U22A2096,62036007,61976166) | Technology Innovation Leading Program of Shaanxi (2022QFY01-15) | Open Research Projects of Zhejiang Lab (2021KG0AB01) | Fundamental Research Funds for the Central Universities (QTZX23042)

Authors: Hangyu Li | Nannan Wang | Xi Yang | Xiaoyu Wang | Xinbo Gao

Detecting Work Stress in Offices by Combining Unobtrusive Sensors

JOURNAL ARTICLE published 1 April 2018 in IEEE Transactions on Affective Computing

Authors: Saskia Koldijk | Mark A. Neerincx | Wessel Kraaij

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses

JOURNAL ARTICLE published 1 July 2015 in IEEE Transactions on Affective Computing

Authors: Mojtaba Khomami Abadi | Ramanathan Subramanian | Seyed Mostafa Kia | Paolo Avesani | Ioannis Patras | Nicu Sebe

Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection

JOURNAL ARTICLE published 1 April 2022 in IEEE Transactions on Affective Computing

Research funded by National Key R&D Program of China (2017YFE0111900) | National Key Research and Development Program of China (2014CB744600) | National Natural Science Foundation of China (61632014,61210010) | Program of Beijing Municipal Science & Technology Commission (Z171100000117005) | Fundamental Research Funds for the Central Universities (lzujbky-2019-kb24,lzujbky-2017-kb08,lzuxxxy-2018-it72)

Authors: Xiaowei Zhang | Jing Pan | Jian Shen | Zia ud Din | Junlei Li | Dawei Lu | Manxi Wu | Bin Hu

A Multimodal Database for Affect Recognition and Implicit Tagging

JOURNAL ARTICLE published January 2012 in IEEE Transactions on Affective Computing

Authors: M. Soleymani | J. Lichtenauer | T. Pun | M. Pantic