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Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health

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

Research funded by National Institutes of Health (R01GM105018)

Authors: Sara Taylor | Natasha Jaques | Ehimwenma Nosakhare | Akane Sano | Rosalind Picard

Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition

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

Authors: Siddique Latif | Rajib Rana | Sara Khalifa | Raja Jurdak | Björn Schuller

Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Weidong Chen | Xiaofen Xing | Peihao Chen | Xiangmin Xu

Are You Really Looking at Me? A Feature-Extraction Framework for Estimating Interpersonal Eye Gaze From Conventional Video

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

Research funded by Defense Advanced Research Projects Agency (W911NF-15-1- 0542,W911NF-19-1-0029) | National Science Foundation (NRT-DESE #1449828)

Authors: Minh Tran | Taylan Sen | Kurtis Haut | Mohammad Rafayet Ali | Ehsan Hoque

A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles: Emotions Triggered by Video-Audio Clips in Driving Scenarios

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

Research funded by National Key Research and Development Program of China (2019YFB1706102)

Authors: Wenbo Li | Yaodong Cui | Yintao Ma | Xingxin Chen | Guofa Li | Guanzhong Zeng | Gang Guo | Dongpu Cao

A Main Directional Mean Optical Flow Feature for Spontaneous Micro-Expression Recognition

JOURNAL ARTICLE published 1 October 2016 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (61322206,61521002,61379095,61375009) | Beijing Natural Science Foundation (4152055) | Program of National Laboratory of Pattern Recognition (201306295)

Authors: Yong-Jin Liu | Jin-Kai Zhang | Wen-Jing Yan | Su-Jing Wang | Guoying Zhao | Xiaolan Fu

Discriminative Spatiotemporal Local Binary Pattern with Revisited Integral Projection for Spontaneous Facial Micro-Expression Recognition

JOURNAL ARTICLE published 1 January 2019 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (61379095) | Natural Science Foundation of Beijing Municipality (4152055)

Authors: Xiaohua Huang | Su-Jing Wang | Xin Liu | Guoying Zhao | Xiaoyi Feng | Matti Pietikainen

A Deep Multiscale Spatiotemporal Network for Assessing Depression From Facial Dynamics

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

Authors: Wheidima Carneiro de Melo | Eric Granger | Abdenour Hadid

Video-Based Depression Level Analysis by Encoding Deep Spatiotemporal Features

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

Authors: Mohamad Al Jazaery | Guodong Guo

Multi-Fusion Residual Memory Network for Multimodal Human Sentiment Comprehension

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

Research funded by National Natural Science Foundation of China (61673402,61273270,60802069) | National Key Research and Development Program of China (2018YFB1601101) | Natural Science Foundation of Guangdong Province (2017A030311029) | Science and Technology Program of Guangzhou of China (201704020180)

Authors: Sijie Mai | Haifeng Hu | Jia Xu | Songlong Xing

A Computational Study of Expressive Facial Dynamics in Children with Autism

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

Authors: Tanaya Guha | Zhaojun Yang | Ruth B. Grossman | Shrikanth S. Narayanan

An Active Learning Paradigm for Online Audio-Visual Emotion Recognition

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

Authors: Ioannis Kansizoglou | Loukas Bampis | Antonios Gasteratos

Self-Supervised ECG Representation Learning for Emotion Recognition

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

Authors: Pritam Sarkar | Ali Etemad

The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection

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

Authors: Rui Mao | Qian Liu | Kai He | Wei Li | Erik Cambria

Personality Trait Recognition Based on Smartphone Typing Characteristics in the Wild

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

Authors: Nikola Kovačević | Christian Holz | Tobias Günther | Markus Gross | Rafael Wampfler

Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis

JOURNAL ARTICLE published July 2010 in IEEE Transactions on Affective Computing

Authors: Panagiotis C. Petrantonakis | Leontios J. Hadjileontiadis

Automatic facial expression recognition using features of salient facial patches

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

Authors: S. L. Happy | Aurobinda Routray

Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition

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

Research funded by National Key Research and Development Program of China (2021ZD0200300) | Spring Breeze Fund (2021Z99CFY037) | National Natural Science Foundation of China (61977041,61836004) | Tsinghua University Initiative Scientific Research Program (20197010009) | Anhui University (MMC202001)

Authors: Xinke Shen | Xianggen Liu | Xin Hu | Dan Zhang | Sen Song

EEG Feature Selection via Global Redundancy Minimization for Emotion Recognition

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

Research funded by Communication University of China (SKLMCC2020KF001) | General Program of Beijing Municipal Natural Science Foundation (4212037)

Authors: Xueyuan Xu | Tianyuan Jia | Qing Li | Fulin Wei | Long Ye | Xia Wu

Design and Evaluation of a Touch-Centered Calming Interaction with a Social Robot

JOURNAL ARTICLE published 1 April 2016 in IEEE Transactions on Affective Computing

Authors: Yasaman S. Sefidgar | Karon E. MacLean | Steve Yohanan | H.F. Machiel Van der Loos | Elizabeth A. Croft | E. Jane Garland