activity
20222026
most citedMulti-model Ensemble Learning Method for Human Expression Recognition

4 citations · 5 across the 10 of their papers we have counts for

collaborators

10 papers

cs.CV2026

Semi-Supervised Facial Expression Recognition based on Dynamic Threshold and Negative Learning

Zhongpeng Cai, Jun Yu, Wei Xu +3

Facial expression recognition is a key task in human-computer interaction and affective computing. However, acquiring a large amount of labeled facial expression data is often cost…

cs.CV2024

AUD-TGN: Advancing Action Unit Detection with Temporal Convolution and GPT-2 in Wild Audiovisual Contexts

Jun Yu, Zerui Zhang, Zhihong Wei +6

Leveraging the synergy of both audio data and visual data is essential for understanding human emotions and behaviors, especially in in-the-wild setting. Traditional methods for in…

cs.CV2024

Multimodal Fusion Method with Spatiotemporal Sequences and Relationship Learning for Valence-Arousal Estimation

Jun Yu, Gongpeng Zhao, Yongqi Wang +7

This paper presents our approach for the VA (Valence-Arousal) estimation task in the ABAW6 competition. We devised a comprehensive model by preprocessing video frames and audio seg…

cs.CV2024

Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling

Jun Yu, Zhihong Wei, Zhongpeng Cai +6

Facial Expression Recognition (FER) plays a crucial role in computer vision and finds extensive applications across various fields. This paper aims to present our approach for the…

cs.MM2024

Efficient Feature Extraction and Late Fusion Strategy for Audiovisual Emotional Mimicry Intensity Estimation

Jun Yu, Wangyuan Zhu, Jichao Zhu

In this paper, we present the solution to the Emotional Mimicry Intensity (EMI) Estimation challenge, which is part of 6th Affective Behavior Analysis in-the-wild (ABAW) Competitio…

cs.CV2023

SAR2EO: A High-resolution Image Translation Framework with Denoising Enhancement

Jun Yu, Shenshen Du, Guochen Xie +4

Synthetic Aperture Radar (SAR) to electro-optical (EO) image translation is a fundamental task in remote sensing that can enrich the dataset by fusing information from different so…

cs.CV2023★ 1 cited

Exploring Large-scale Unlabeled Faces to Enhance Facial Expression Recognition

Jun Yu, Zhongpeng Cai, Renda Li +4

Facial Expression Recognition (FER) is an important task in computer vision and has wide applications in human-computer interaction, intelligent security, emotion analysis, and oth…

cs.CV2023

Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection

Jun Yu, Renda Li, Zhongpeng Cai +4

Human affective behavior analysis plays a vital role in human-computer interaction (HCI) systems. In this paper, we introduce our submission to the CVPR 2023 Competition on Affecti…

cs.AI2023

A Dual Branch Network for Emotional Reaction Intensity Estimation

Jun Yu, Jichao Zhu, Wangyuan Zhu +4

Emotional Reaction Intensity(ERI) estimation is an important task in multimodal scenarios, and has fundamental applications in medicine, safe driving and other fields. In this pape…

cs.CV2022★ 4 cited

Multi-model Ensemble Learning Method for Human Expression Recognition

Jun Yu, Zhongpeng Cai, Peng He +2

Analysis of human affect plays a vital role in human-computer interaction (HCI) systems. Due to the difficulty in capturing large amounts of real-life data, most of the current met…