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
Showing cs.CVShow all

8 papers · 1 filter

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.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.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…