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A gan inversion-based multimodal framework for micro-expression recognition

delete2026-05-14
delete0
PRE
AI
P
Pianpian Ma
J
Jingying Chen *
Y
Yanfeng Ji
X
Xiaodi Liu
DOI：10.1016/j.imavis.2026.105994delete
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摘要

摘要

En 中文
• 我们提出了一种基于GAN反向生成的新型多模态情感识别框架GANIM。 • FD-KAN模块在潜在空间中提取身份不变的表情特征。 • HAUT和CMDA模块有效对齐和聚合跨模态特征。 • GANIM在SAMM、CASME2和CASME3数据集上取得了当前最佳性能。
Keyword:
GAN inversion
multi-modal framework
micro-expression recognition
feature alignment
latent space representation

期刊

Image and Vision Computing 封面图
Image and Vision Computing
IF:
4.2
论文数:
4.1K
被引数:
6.7K

机构

K
kashgar university
学者数:
8
论文数: 6
被引数: 0
C
central china normal university
学者数:
2.8K
论文数: 1.0K
被引数: 0
引用论文

引用论文

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errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF0
err2007-06-01
err0
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err2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
IF0
err2023-06-01
err0
errOAAI
errXuan-Bac Nguyen; Chi Nhan Duong; Xin Li; Susan Gauch; Han-Seok Seo; Khoa Luu
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Towards Reading Hidden Emotions: A Comparative Study of Spontaneous Micro-Expression Spotting and Recognition Methods
errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2018-10-01
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errOAAI
errLi, Xiaobai; Hong, Xiaopeng; Moilanen, Antti; Huang, Xiaohua; Pfister, Tomas; Zhao, Guoying; Pietikainen, Matti
err分享
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Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns
errNEUROCOMPUTING
IF6.5
err2016-01-01
err215
PREAI
errHuang, Xiaohua; Zhao, Guoying; Hong, Xiaopeng; Zheng, Wenming; Pietikainen, Matti
err分享
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Micro-attention for micro-expression recognition微注意在微表情识别中的应用
errNEUROCOMPUTING
IF6.5
err2020-10-01
err93
errOAAI
errWang, Chongyang; Peng, Min; Bi, Tao; Chen, Tong
err分享
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FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs
errProceedings of the 32nd ACM International Conference on Multimedia
IF0
err2024-10-28
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PREAI
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errIEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF9.8
err2016-10-01
err329
PREAI
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The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing细节决定成败：StyleFeatureEditor 用于细节丰富的 StyleGAN 反演和高质量图像编辑
err2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
IF0
err2024-06-16
err0
PREAI
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Revealing the Invisible With Model and Data Shrinking for Composite-Database Micro-Expression Recognition
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2020-01-01
err93
errOAAI
errXia, Zhaoqiang; Peng, Wei; Khor, Huai-Qian; Feng, Xiaoyi; Zhao, Guoying
err分享
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Enhancement-suppression driven lightweight fine-grained micro-expression recognition增强-抑制驱动的轻量级细粒度微表情识别
errJOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
IF3.1
err2025-03-01
err0
PREAI
errDing, Xinmiao; Li, Yuanyuan; Wu, Yulin; Guo, Wen
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