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Dynamic Confidence-Aware Multi-Modal Emotion Recognition

JOURNAL ARTICLE published 2023 in IEEE Transactions on Affective Computing

Research funded by National Natural Science Foundation of China (62076129,62371234,62136004,62272226) | Natural Science Foundation of Jiangsu Province (BK20231438) | Key Research and Development Plan of Jiangsu Province (BE2022842)

Authors: Qi Zhu | Chuhang Zheng | Zheng Zhang | Wei Shao | Daoqiang Zhang

Facial Expression Recognition with Neighborhood-Aware Edge Directional Pattern (NEDP)

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

Research funded by National Research Foundation of Korea (NRF-2015R1A2A2A01006412)

Authors: Md Tauhid Bin Iqbal | M. Abdullah-Al-Wadud | Byungyong Ryu | Farkhod Makhmudkhujaev | Oksam Chae

The Multimodal Sentiment Analysis in Car Reviews (MuSe-CaR) Dataset: Collection, Insights and Improvements

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

Authors: Lukas Stappen | Alice Baird | Lea Schumann | Björn Schuller

Task Load Estimation from Multimodal Head-Worn Sensors Using Event Sequence Features

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

Research funded by US Army ITC-PAC (FA5209-17-P-0154)

Authors: Siyuan Chen | Julien Epps

Detecting Unipolar and Bipolar Depressive Disorders from Elicited Speech Responses Using Latent Affective Structure Model

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

Research funded by Ministry of Science and Technology, Taiwan (104-2221-E-006 -051 -MY3)

Authors: Kun-Yi Huang | Chung-Hsien Wu | Ming-Hsiang Su | Yu-Ting Kuo

TensorFormer: A Tensor-Based Multimodal Transformer for Multimodal Sentiment Analysis and Depression Detection

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

Authors: Hao Sun | Yen-Wei Chen | Lanfen Lin

LGSNet: A Two-Stream Network for Micro- and Macro-Expression Spotting With Background Modeling

JOURNAL ARTICLE published January 2024 in IEEE Transactions on Affective Computing

Research funded by STI2030-Major (2022ZD0204600) | Natural Science Foundations of China (62076055)

Authors: Wang-Wang Yu | Jingwen Jiang | Kai-Fu Yang | Hong-Mei Yan | Yong-Jie Li

Computation of Sensory-Affective Relationships Depending on Material Categories of Pictorial Stimuli

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

Research funded by JSPS Kakenhi (15H05922,15H05923,17K20002)

Authors: Shogo Okamoto | Kohta Wakamatsu | Shigeki Nakauchi | Jinhwan Kwon | Maki Sakamoto

Guest Editorial Neurosymbolic AI for Sentiment Analysis

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

Authors: Frank Xing | Björn Schuller | Iti Chaturvedi | Erik Cambria | Amir Hussain

Consensus Analysis and Modeling of Visual Aesthetic Perception

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

Research funded by Korea government (NRF-2010-0017734-Videome) | Korea government (10035348-mLife,14-824-09-014,10044009-HRI.MESSI)

Authors: Tae-Suh Park | Byoung-Tak Zhang

Robust Facial Expression Recognition for MuCI: A Comprehensive Neuromuscular Signal Analysis

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

Research funded by Universiti Teknologi Malaysia research university (R.J130000.7845.4L840)

Authors: Mahyar Hamedi | Sh-Hussain Salleh | Chee-Ming Ting | Mehdi Astaraki | Alias Mohd Noor

Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Authors: Yifan Xu | Xue Jiang | Dongrui Wu

An Adaptive Bayesian Source Separation Method for Intensity Estimation of Facial AUs

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

Authors: Mohammad R. Mohammadi | Emad Fatemizadeh | Mohammad H. Mahoor

Distilling Region-Wise and Channel-Wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation

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

Research funded by Theme-based Research Scheme of the Research Grants Council of Hong Kong (T41-709/17-N)

Authors: Yingruo Fan | Jacqueline C.K. Lam | Victor O.K. Li

Applying Probabilistic Programming to Affective Computing

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

Research funded by A*STAR Human-Centric Artificial Intelligence Programme (A1718g0048) | Singapore MOE AcRF Tier 1 (251RES1709) | National Institutes of Health (1R01MH112560-01) | Defense Advanced Research Projects Agency (FA8750-14-2-0009)

Authors: Desmond C. Ong | Harold Soh | Jamil Zaki | Noah D. Goodman

Emotion Recognition in Conversation Based on a Dynamic Complementary Graph Convolutional Network

JOURNAL ARTICLE published 2024 in IEEE Transactions on Affective Computing

Research funded by National Key R&D Program of China (2021YFF0901302-03)

Authors: Zhenyu Yang | Xiaoyang Li | Yuhu Cheng | Tong Zhang | Xuesong Wang

Modelling Affect for Horror Soundscapes

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

Research funded by FP7 Marie Curie CIG project AutoGameDesign (630665) | Horizon 2020 project CrossCult (693150)

Authors: Phil Lopes | Antonios Liapis | Georgios N. Yannakakis

Naturalistic Recognition of Activities and Mood Using Wearable Electronics

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

Authors: Zack Zhu | Hector F. Satizabal | Ulf Blanke | Andres Perez-Uribe | Gerhard Troster

Co-Adaptive and Affective Human-Machine Interface for Improving Training Performances of Virtual Myoelectric Forearm Prosthesis

JOURNAL ARTICLE published July 2012 in IEEE Transactions on Affective Computing

Authors: Iman Mohammad Rezazadeh | Mohammad Firoozabadi | Huosheng Hu | S. Mohammad Reza Hashemi Golpayegani

The Change Matters! Measuring the Effect of Changing the Leader in Joint Music Performances

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

Authors: Giovanna Varni | Maurizio Mancini | Luciano Fadiga | Antonio Camurri | Gualtiero Volpe