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机器智能研究组
代表性期刊论文

1. Wenjuan Gong, Jordi Gonzàlez, Francesc Xavier Roca: Human action recognition based on estimated weak poses. EURASIP J. Adv. Sig. Proc. 2012. 

2. Wenjuan Gong*, Xuena Zhang, Jordi Gonzàlez, Andrews Sobral, Thierry Bouwmans, Changhe Tu, El-hadi Zahzah: Human Pose Estimation from Monocular Images: A Comprehensive Survey. Sensors 16(12): 1966 (2016). 谷歌学术引用量229。

3. Wenjuan Gong, Fabio Cuzzolin*: A Belief-Theoretical Approach to Example-Based Pose Estimation. IEEE Trans. Fuzzy Systems 26(2): 598-611 (2018). SCI一区

4. Wenjuan Gong*, Zhihong An, Noha M. Elfiky: Deep learning-based microexpression recognition: a survey. Neural Computing and Applications (2022). SCI二区。

5. Wenjuan Gong*, Yue Zhang, Wei Wang, Peng Cheng, Jordi Gonzàlez: Meta-MMFNet: Meta-Learning Based Multi-Model Fusion Network for Micro-Expression Recognition. ACM Transactions on Multimedia Computing, Communications, and Applications (2022). CCF B类。

6. Wenjuan Gong*, Qingshuang Yu, Haoran Sun, Wendong Huang, Peng Cheng, and Jordi Gonzàlez: MCLEMCD: multimodal collaborative learning encoder for enhanced music classificaiton from dances. Multimedia Systems (2024). 

7. Ziqi Wang, Wenwen Fu, Yue Zhang, Jiarui Li, Wenjuan Gong*, and Jordi Gonzàlez: MCNet: Meta-clustering learning network for micro-expression recognition, Journal of Electronic Imaging (2024). 

8. Yikai Wu, Yifan Wang, Liyuan Su, Wenjuan Gong*, Feng Xin: An Electronic Music Dataset and a Multilabel Neural Network for Genre Subcategory ClassificationComputer Music Journal (2024). 

9. Ziqi Wang, Yikai Wu, Yifan Wang, Wenjuan Gong*, and Jordi Gonzàlez: Audio-visual scene recognition using attention-based graph convolutional modelMultimedia Tools and Applications (2025).

10. Wenjuan Gong, Yifan Wang, Yikai Wu, Shuaipeng Gao, Athanasios V Vasilakos, Peiying Zhang: A hybrid fusion model for group-level emotion recognition in complex scenariosInformation Sciences (2025). 影响因子6.8。

【专刊】

    介绍:Multimodal information has been widely applied in various real-world computer vision applications, such as human–computer interaction, healthcare (including disease diagnosis), autonomous vehicles, and emotion recognition, and trending techniques have been successfully applied to solve these problems. This Special Issue aims to collect cutting-edge research at the intersection of computer science and multimodal information processing, and explores advancements in visual recognition and generation. From large-model-guided vision interpretation to diffusion-model-based image and video generation, we aim to leverage cutting-edge technologies to address the challenges present in these research fields.

    截稿日期::2025年2月20日 

代表性会议论文

1. Wenjuan Gong, Changhe Tu: Continuous Collision Detection between Two 2DCurved-Edge Polygons under Rational Motions. GMP 2008.

2. Wenjuan Gong, Andrew D. Bagdanov, F. Xavier Roca, Jordi Gonzàlez: Automatic Key Pose Selection for 3D Human Action Recognition. AMDO 2010.

3. Wenjuan Gong, Jürgen Brauer, Michael Arens, Jordi Gonzàlez: Modeling vs. learning approaches for monocular 3D human pose estimation. ICCV Workshops 2011.

4. Jürgen Brauer, Wenjuan Gong, Jordi Gonzàlez, Michael Arens: On the effect of temporal information on monocular 3d human pose estimation. ICCV Workshops 2011.

5. N. Shapovalova, W. Gong, M. Pedersoli, F. X. Roca, J. Gonzàlez: On Importance of Interactions and Context in Human Action Recognition. IbPRIA 2011.

6. Adela Barbulescu, Wenjuan Gong, Jordi Gonzàlez, Thomas B. Moeslund, F. Xavier Roca: 3D human pose estimation using 2D body part detectors. ICPR 2012.

7. Wenjuan Gong, Jordi Gonzàlez, João Manuel R. S. Tavares, F. Xavier Roca: A New Image Dataset on Human Interactions. AMDO 2012.

8. Fabio Cuzzolin, Wenjuan Gong: Belief Modeling Regression for pose estimation. 16th International Conference on Information Fusion, 2013.

9. Wenjuan Gong, Michael Sapienza, Fabio Cuzzolin: Fisher Tensor Decomposition for Unconstrained Gait Recognition. ECML-PKDD 2013, TML Workshop.

10. W. Gong, P. Fihl, J. Gonzalez, T. B. Moueslund, W. Zhang, Z. Li, Y. Ren. Robustness of Input Features from Noisy Silhouettes in Human Pose Estimation, In IIKI 2014.

11. Wenjuan Gong, Zhichao Wang, Weishan Zhang: Creating Personal 3D Avatar from a Single Depth Sensor. UIC/ATC/ScalCom 2015: 1193-1198.

12. Jianhao Liu, Wenjuan Gong*, Tingbo Shi, Kechen Li, Yi Jin, Jordi Gonzàlez: 

FedSOKD-TFA: Federated Learning with Stage-Optimal Knowledge Distillation and Three-Factor Aggregation
. ICPR 2024. 

13. Jianye Xie, Lianyong Qi, Fan Wang, Anqi Wang, Wenjuan Gong, Danxin Wang, Wanchun Dou, Yang Cao, Shichao Pei, Xiaokang Zhou: 
Retrieval-driven Reasoning for Deliberative Visual Classification. AAAI 2026. 
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