机器智能研究组 (Machine Intelligence Group)
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. SCI四区。

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). SCI四区。

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). SCI三区。

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). SCI三区。

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). SCI二区。

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). SCI三区。

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

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).

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). 

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.

会议报告/技术报告等

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。

代表性专利

1. 一种人体体型重构的方法及装置。宫文娟,王志超,李华昱,龚安。104732585B

2. 一种基于智能实时视频云的运动目标跟踪方法。张卫山,段鹏程,宫文娟,卢清华,李忠伟。105719313B

3. 基于快速区域卷积神经网络的城市车辆追踪方法。张卫山,赵德海,李忠伟,宫文娟,卢清华。105868691A

4. 一种基于深度学习的行人精细化识别方法及装置。张卫山,王志超,徐亮,赵德海,李忠伟,卢清华,宫文娟,宫法明。106845415A

5. 一种基于光流定位和滑动窗口检测的多人姿态识别方法。宫法明,李翛然,宫文娟,朱朋海。106611157A

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