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机器智能研究组 (Machine Intelligence Group)

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*, Weishan Zhang, Jordi Gonzàlez, Yan Ren, Zhen Li: Enhanced Asymmetric Bilinear Model for Face Recognition. Int. J. Distributed Sens. Networks 11: 218514:1-218514:6 (2015). 

3. 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189。

4. 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

5. Wenjuan Gong*, Bin Zhang, Chaoqi Wang, Hanbing Yue, Chuantao Li, Linjie Xing, Yu Qiao, Weishan Zhang, Faming Gong: A Literature Review: Geometric Methods and Their Applications in Human-Related Analysis. Sensors 19(12): 2809 (2019). 

6. Wenjuan Gong*, Bin Zhang(共同一作), Xin Li: An Efficient RGB-D Scene Recognition Method Based on Multi-Information Fusion. IEEE Access 8: 212351-212360 (2020). 

7. Wenjuan Gong*, Qingshuang Yu(共同一作): A Deep Music Recommendation Method Based on Human Motion Analysis. IEEE Access 9: 26290-26300 (2021). 

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

9. 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。

10. Wenwen Fu, Zhihong An, Wendong Huang, Haoran Sun, Wenjuan Gong*, and Jordi Gonzàlez: A Spatio-Temporal Spotting Network with Sliding Windows for Micro-Expression Detection. Electronics (2023). 

11. 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). 

12. 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). 

13. Ziqi Wang, Yikai Wu, Yifan Wang, Wenjuan Gong*, and Jordi Gonzàlez: Audio-visual scene recognition using attention-based graph convolutional model, Multimedia Tools and Applications (2024).


    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.



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.


1. ICCCM2022特邀报告“Deep Learning based Micro-Expression Recognition”。报告视频报告PPT

2. EMG肌电信号动作识别技术报告(2022.8.9)

3. 如何写小论文。


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