Leaderboards/Emotion and Mood Recognition

Emotion and Mood Recognition

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Z. B. M. D. Shah
Taylor's University
2
Zengqun Zhao
Nanjing University of Information Science and Technology
3
Weizhou Shen
Sun Yat-sen University
4
Licai Sun
Chinese Academy of Sciences
5
Wenbo Li
Chongqing University
6
Dingkang Yang
Fudan University
7
Mohan Karnati
Indian Institute of Information Technology Design and Manufacturing Jabalpur
8
Changhao Xu
California Institute of Technology
9
Fuyan Ma
Chinese People's Liberation Army
10
Felipe Zago Canal
Universidade Federal de Santa Catarina

Rising Stars Papers

1
Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics
International Journal of Innovative Science and Research Technology (IJISRT)|2024
1.7k cit.
2
A physicochemical-sensing electronic skin for stress response monitoring
Nature Electronics|2024
359 cit.
3
HiCMAE: Hierarchical Contrastive Masked Autoencoder for self-supervised Audio-Visual Emotion Recognition
Information Fusion|2024
57 cit.
4
Review and Perspectives on Human Emotion for Connected Automated Vehicles
Automotive Innovation|2024
52 cit.
5
FCCS-Net: Breast cancer classification using Multi-Level fully Convolutional-Channel and spatial attention-based transfer learning approach
Biomedical Signal Processing and Control|2024
44 cit.
6
Robust Emotion Recognition in Context Debiasing
Unknown Journal|2024
25 cit.
7
SVFAP: Self-Supervised Video Facial Affect Perceiver
IEEE Transactions on Affective Computing|2024
23 cit.
8
MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals
Knowledge-Based Systems|2024
14 cit.
9
Towards Context-Aware Emotion Recognition Debiasing From a Causal Demystification Perspective via De-Confounded Training
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
13 cit.
10
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer
Unknown Journal|2025
13 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Behzad Hasani
University of Denver
2
Adnan
Unknown
3
Alice Othmani
Université Paris-Est Créteil
4
A. Reda
Cairo University
5
Aleksandra Przegalińska
Kozminski University
6
Alan Cowen
University of California, Berkeley
7
Yuanliu Liu
Xi'an Jiaotong University
8
Jinpeng Li
South China University of Technology
9
Daniel Prado Campos
Universidade Tecnológica Federal do Paraná
10
Shruti Garg
Birla Institute of Technology, Mesra

Emerging Leaders Papers

1
Enhancements in Immediate Speech Emotion Detection: Harnessing Prosodic and Spectral Characteristics
International Journal of Innovative Science and Research Technology (IJISRT)|2024
1.7k cit.
2
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition
IEEE Journal of Biomedical and Health Informatics|2022
139 cit.
3
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
IEEE Transactions on Multimedia|2024
114 cit.
4
Collaborative AI in the workplace: Enhancing organizational performance through resource-based and task-technology fit perspectives
International Journal of Information Management|2024
96 cit.
5
Boundary Smoothing for Named Entity Recognition
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)|2022
93 cit.
6
The ACII 2022 Affective Vocal Bursts Workshop & Competition
Unknown Journal|2022
66 cit.
7
MemoCMT: multimodal emotion recognition using cross-modal transformer-based feature fusion
Scientific Reports|2025
66 cit.
8
EEG-based neural networks approaches for fatigue and drowsiness detection: A survey
Neurocomputing|2023
56 cit.
9
How emotions, relationships, and culture constitute each other: advances in social functionalist theory
Cognition & Emotion|2022
51 cit.
10
A multimodal computer-aided diagnostic system for depression relapse prediction using audiovisual cues: A proof of concept
Healthcare Analytics|2022
34 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Shrikanth Narayanan
University of Southern California
2
Maja Pantić
Imperial College London
3
Bao‐Liang Lu
Shanghai Jiao Tong University
4
Ioannis Patras
Queen Mary University of London
5
Jeffrey F. Cohn
University of Pittsburgh
6
Louis‐Philippe Morency
Carnegie Mellon University
7
Björn W. Schuller
Imperial College London
8
Iain Matthews
Evolved Analytics (United States)
9
Rosalind W. Picard
Human Media
10
Javier R. Movellan
University of California San Diego

Current Senior Leaders Papers

1
DEAP: A Database for Emotion Analysis ;Using Physiological Signals
IEEE Transactions on Affective Computing|2011
4.8k cit.
2
Multimodal Machine Learning: A Survey and Taxonomy
IEEE Transactions on Pattern Analysis and Machine Intelligence|2018
4.2k cit.
3
The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression
Unknown Journal|2010
4.1k cit.
4
IEMOCAP: interactive emotional dyadic motion capture database
Language Resources and Evaluation|2008
3.6k cit.
5
Lucas-Kanade 20 Years On: A Unifying Framework
International Journal of Computer Vision|2004
3.1k cit.
6
Opensmile
Unknown Journal|2010
2.6k cit.
7
Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks
IEEE Transactions on Autonomous Mental Development|2015
2.4k cit.
8
Toward machine emotional intelligence: analysis of affective physiological state
IEEE Transactions on Pattern Analysis and Machine Intelligence|2001
2.3k cit.
9
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
IEEE Transactions on Intelligent Transportation Systems|2005
2.1k cit.
10
OpenFace 2.0: Facial Behavior Analysis Toolkit
Unknown Journal|2018
1.8k cit.

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