书/著作

  1. 魏平（译），《蒙特卡罗方法与人工智能》, ISBN978-7-121-47020-2，电子工业出版社，2024.01

期刊论文

  1. Wenwen Wei, Ping Wei*, Zhimin Liao, Jialu Qin, Xiang Cheng, Meiqin Liu, Nanning Zheng. Semantic Consistency Reasoning for 3D Object Detection in Point Clouds. IEEE Transactions on Neural Networks and Learning Systems, 2023.
  2. Jin Yang, Ping Wei*, Ziyang Ren, Nanning Zheng. Gated Multi-Scale Transformer for Temporal Action Localization. IEEE IEEE Transactions on Multimedia, 2023.
  3. Wenwen Wei, Ping Wei*, Jialu Qin, Zhimin Liao, Shuaijie Wang, Xiang Cheng, Meiqin Liu, Nanning Zheng. 3D Scene Graph Generation from Point Clouds. IEEE Transactions on Multimedia , 2023.
  4. Jin Yang, Ping Wei*, Nanning Zheng. Cross Time-Frequency Transformer for Temporal Action Localization. IEEE Transactions on Circuits and Systems for Video Technology, 2023.
  5. Huan Li, Ping Wei*, Zeyu Ma, Changkai Li, Nanning Zheng. TransOSV: Offline Signature Verification with Transformers. Pattern Recognition, 2023.
  6. Jiahui Shang, Ping Wei*, Huan Li, Nanning Zheng. Multi-scale Interaction Transformer for Temporal Action Proposal Generation. Image and Vision Computing, 104589, 2022.
  7. Haowen Tang, Ping Wei*, Jiapeng Li, Nanning Zheng. EvoSTGAT: Evolving Spatiotemporal Graph Attention Networks for Pedestrian Trajectory Prediction. Neurocomputing, 491:333-342 2022.
  8. Huan Li, Ping Wei*, Ping Hu. AVN: An Adversarial Variation Network Model for Handwritten Signature Verification. IEEE Transactions on Multimedia , 24: 594-608, 2022.
  9. Wenyue Dou, Ping Hu, Ping Wei, Nanning Zheng. Safety Risks of Self-driving Vehicle: Identification and Measurement. Strategic Study of Chinese Academy of Engineering, 23(6):167-177, 2021.
  10. Jiapeng Li, Ping Wei*, Nanning Zheng. Nesting Spatiotemporal Attention Networks for Action Recognition. Neurocomputing, 459: 338-348, 2021.
  11. Yongchi Zhang, Ping Wei*, Nanning Zheng. A Multi-Cue Guidance Network for Depth Completion. Neurocomputing, 441:291-299, 2021.
  12. Chunlong Xia, Ping Wei*, Wenwen Wei, Nanning Zheng. A Multilevel Fusion Network for 3D Object Detection. Neurocomputing, 437:107-117, 2021.
  13. Siyuan Qi, Baoxiong Jia, Siyuan Huang, Ping Wei*, Song-Chun Zhu. A Generalized Earley Parser for Human Activity Parsing and Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8): 2538-2554, 2021. (CCF A)
  14. Zhixiong Nan, Jingjing Jiang, Xiaofeng Gao, Sanping Zhou, Weiliang Zuo, Ping Wei, Nanning Zheng. Predicting Task-Driven Attention via Integrating Bottom-Up Stimulus and Top-Down Guidance. IEEE Transactions on Image Processing, 30: 8293-8305,  2021.
  15. Zhixiong Nan, Tianmin Shu, Ran Gong, Shu Wang, Ping Wei*, Song-Chun Zhu, Nanning Zheng. Learning to Infer Human Attention in Daily Activities. Pattern Recognition, 103: 1-14,  2020.
  16. Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. Spatiotemporal Neural Networks for Action Recognition Based on Joint Loss. Neural Computing and Applications, 32: 4293-4302, 2020.
  17. Ping Wei, Hongbin Sun, Nanning Zheng. Learning Composite Latent Structures for 3D Human Action Representation and Recognition. IEEE Transactions on Multimedia, 21(9): 2195-2208, 2019.
  18. Ping Wei, Yibiao Zhao, Nanning Zheng, Song-Chun Zhu. Modeling 4D Human-Object Interactions for Joint Event Segmentation, Recognition, and Object Localization. IEEE Transactions on Pattern Analysis and Machine Intelligence , 39(6): 1165-1179, 2017. (CCF A)
  19. Zhixiong Nan, Ping Wei*, Linhai Xu, Nanning Zheng. Efficient Lane Boundary Detection with Spatial-Temporal Knowledge Filtering. Sensors, 16(8): 1276, 2016.
  20. Ping Wei, Yuehu Liu, Nanning Zheng, Shaozhuo Zhai. Semantic Propagation Network with Robust Spatial Context Descriptors for Multi-class Object Labeling, Neural Computing and Applications , 24(5): 1003-1018, 2014.
  21. Yuanqi Su, Yaochen Li, Gang Zhou, Ping Wei, Yuehu Liu. Using Selective Attention for Some Vision Tasks. International Journal of Advanced Intelligence, 3(2): 243-253, 2011.
    (*通讯作者)

会议论文

  1. Ziyang Ren, Ping Wei*, Haowen Tang, Huan Li, Jin Yang. Learning Scene-Goal-Aware Motion Representation for Trajectory Prediction. British Machine Vision Conference  (BMVC), 2024.
  2. Jin Yang, Ping Wei*, Huan Li, Ziyang Ren. Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection. IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2024. (CCF A).
  3. Xiuquan Hou, Meiqin Liu, Senlin Zhang, Ping Wei, Badong Chen. Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement. IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2024. (CCF A).
  4. Haoxuan Wang, Ping Wei*, Shuaijia Chen, Zhimin Liao, Jialu Qin. Local-to-Global Perception Network for Point Cloud Segmentation. IEEE Conference on Multimedia Expo  (ICME), 2024. (CCF B).
  5. Huan Li, Ping Wei*, Zeyu Ma, Nanning Zheng. Inverse Compositional Learning for Weakly-supervised Relation Grounding. IEEE Conference on Computer Vision  (ICCV), 2023. (CCF A).
  6. Jiapeng Li, Ping Wei, Wenjuan Han, Lifeng Fan. IntentQA: Context-aware Video Intent Reasoning. IEEE Conference on Computer Vision  (ICCV) (Oral), 2023. (CCF A)
  7. Jiahui Shang, Ping Wei*, Nanning Zheng. Graph Transformer Network for Temporal Sentence Grounding in Videos. International Conference on Artificial Neural Networks  (ICANN), 2023.
  8. Haoying Wang, Ping Wei*, Meiqing Liu, Nanning Zheng. Temporal Deformable Transformer For Action Localization. International Conference on Artificial Neural Networks  (ICANN), 2023.
  9. Huan Li, Ping Wei*, Jiapeng Li, Zeyu Ma, Jiahui Shang, Nanning Zheng. Asymmetric Relation Consistency Reasoning for Video Relation Grounding. European Conference on Computer Vision  (ECCV), 2022. (CCF B)
  10. Huan Li, Ping Wei*, Zeyu Ma, Changkai Li, Nanning Zheng. Offline Signature Verification with Transformer. IEEE International Conference on Multimedia and Expo  (ICME), 2022. (CCF B)
  11. Haowen Tang, Ping Wei*, Huan Li, Jiapeng Li, Nanning Zheng. Relation Reasoning for Video Pedestrian Trajectory Prediction. IEEE International Conference on Multimedia and Expo  (ICME), 2022. (CCF B)
  12. Zeyu Ma, Ping Wei*, Huan Li, Nanning Zheng. HOIG: End-to-End Human-Object Interactions Grounding with Transformers. IEEE International Conference on Multimedia and Expo  (ICME), 2022. (CCF B)
  13. Huan Li, Ping Wei*, Ping Hu. Static-Dynamic Interaction Networks for Offline Signature Verification. 35th AAAI Conference on Artificial Intelligence  (AAAI), 2021. (CCF A)
  14. Wenwen Wei, Ping Wei*, Nanning Zheng. Semantic Consistency Networks for 3D Object Detection. 35th AAAI Conference on Artificial Intelligence  (AAAI), 2021. (CCF A)
  15. Haowen Tang, Ping Wei*, Huan Li, Nanning Zheng. Inferring Tasks and Fluents in Videos by Learning Causal Relations. 25th International Conference on Pattern Recognition  (ICPR), 2021.
  16. Chong Zheng, Ping Wei*, Nanning Zheng. A Duplex Spatiotemporal Filtering Network for Video-based Person Re-identification. 25th International Conference on Pattern Recognition  (ICPR), 2021.
  17. Jie Song, Ping Wei*, Huan Li, Yongchi Zhang, Nanning Zheng. Local-Global Interaction Network For Face Age Transformation. 25th International Conference on Pattern Recognition  (ICPR), 2021.
  18. Jiapeng Li, Ping Wei*, Yongchi Zhang, Nanning Zheng. A Slow-I-Fast-P Architecture for Compressed Video Action Recognition. 28th ACM International Conference on Multimedia  (ACMM MM), 2020. (CCF A, long paper)
  19. Yongchi Zhang, Ping Wei*, Huan Li, Nanning Zheng. Multiscale Adaptation Fusion Networks for Depth Completion. International Joint Conference on Neural Networks  (IJCNN), 2020.
  20. Ping Wei, Huan Li, Ping Hu*. Inverse Discriminative Networks for Handwritten Signature Verification. IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2019. (CCF A)
  21. Yang Feng, Deqian Kong, Ping Wei*, Hongbin Sun, Nanning Zheng. A Benchmark Dataset and Mulit-Scale Attention Network for Semantic Traffic Light Detection. IEEE Intelligent Transportation Systems Society Conference  (ITSC), 2019.
  22. Xuexiang Zhang, Ping Wei*, Nanning Zheng. Face Age Transformation via Progressive Residual Adversarial Autoencoder. International Joint Conference on Neural Networks  (IJCNN), 2019.
  23. Yiping Sun, Ping Wei*, Chunlong Xia, Nanning Zheng. A Multi-Patch Network for Non-Rigid Object Tracking. International Conference on High Performance Big Data and Intelligent Systems, 2019.
  24. Zhixiong Nan, Yang Feng, Jiawei He, Ping Wei, Linhai Xu, Hongbin Sun, Nanning Zheng. Scene-Guided Region Proposal Re-Ranking Method for On-Road Vehicle Candidate Generation. IEEE Intelligent Vehicles Symposium, 2019.
  25. Chi Zhang, Biyao Shang, Ping Wei, Li Li, Yuehu Liu, Nanning Zheng. Building Explainable AI Evaluation for Autonomous Perception. IEEE CVPR Explainable AI Workshop, 2019.
  26. Ping Wei, Yang Liu, Tianmin Shu, Nanning Zheng, Song-Chun Zhu. Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2018. (CCF A)
  27. Lifeng Fan, Yixin Chen, Ping Wei*, Wenguang Wang, Song-Chun Zhu. Inferring Shared Attention in Social Scene Videos. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition  (CVPR), 2018. (CCF A)
  28. Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. Spatial-Temporal Neural Networks for Action Recognition. International Conference on Artificial Intelligence Applications and Innovations  (AIAI), 2018.
  29. Zhixiong Nan, Menghan Pan, Xiao Wang, Ping Wei*, Linhai Xu, Hongbin Sun, Jingmin Xin, Nanning Zheng. Exploring the Potential of Using Semantic Context and Common Sense in On-road Vehicle Detection. IEEE Intelligent Vehicles Symposium, 2018.
  30. Ping Wei, Dan Xie, Nanning Zheng, Song-Chun Zhu. Inferring Human Attention by Learning Latent Intentions. Proceedings of the 26th International Joint Conference on Artificial Intelligence  (IJCAI), pp. 1297-1303, 2017. (CCF A)
  31. Yang Liu#, Ping Wei#, Song-Chun Zhu. Jointly Recognizing Object Fluents and Tasks in Egocentric Videos. Proceedings of the IEEE Conference on Computer Vision  (ICCV), pp. 2924-2932, 2017. (CCF A)
  32. Bruce Xiaohan Nie#, Ping Wei#, Song-Chun Zhu. Monocular 3D Human Pose Estimation by Predicting Depth on Joints. Proceedings of the IEEE Conference on Computer Vision  (ICCV), pp. 3467-3475, 2017. (CCF A)
  33. Siyuan Qi, Siyuan Huang, Ping Wei, Song-Chun Zhu. Predicting Human Activities Using Stochastic Grammar. Proceedings of the IEEE Conference on Computer Vision  (ICCV), pp. 1164-1172, 2017. (CCF A)
  34. Chunlong Xia, Ping Wei. An Improved SIFT Descriptor Based on In-Out Region Division. Proceedings of the IEEE International Conference on Signal and Image Processing (ICSIP), pp. 101-105, 2017.
  35. Ping Wei, Yibiao Zhao, Nanning Zheng, Song-Chun Zhu. Modeling 4D Human-Object Interactions for Event and Object Recognition. Proceedings of the IEEE International Conference on Computer Vision  (ICCV), pp.3272-3279, 2013. (CCF A)
  36. Ping Wei, Nanning Zheng, Yibiao Zhao, Song-Chun Zhu. Concurrent Action Detection with Structural Prediction. Proceedings of the IEEE International Conference on Computer Vision  (ICCV), pp. 3136-3143, 2013. (CCF A)
  37. Jianji Wang, Yuehu Liu, Ping Wei, Zhiqiang Tian, Yaochen Li, Nanning Zheng. Fractal Image Coding Using SSIM. Proceedings of the 18th IEEE International Conference on Image Processing  (ICIP), pp.241-244, 2011.
  38. Ping Wei, Yuehu Liu, Nanning Zheng, Yang Yang. A Statistical-Structural Constraint Model for Cartoon Face Wrinkle Representation and Generation. Proceedings of the 9th Asian Conference on Computer Vision  (ACCV), pp. 466-474, 2009.
  39. Yang Yang, Nanning Zheng, Yuehu Liu, Lei Yang, Ping Wei, Yoshifumi Nishio. Interactive Facial Sketch Expression Generation Using Local Constraints. Proceedings of the IEEE International Conference on Intelligent Computing and Intelligent Systems, pp. 864-868, 2009.
  40. Ping Wei, Yuehu Liu, Yuanqi Su. A Method for Deforming-Driven Exaggerated Facial Animation Generation. Proceedings of the International Conference on Cyberworlds, pp. 648-653, 2008.
    (*通讯作者，#共同一作)

专利

  1. 魏平, 毛凯, 王洋洋, 王帅杰, 刘妹琴, 郑南宁，一种工业缺陷检测优化方法、系统、装置、设备及存储介质，发明专利申请号：2022106898395，中国，2022.06
  2. 魏平, 杨腾,程翔,李鹏,刘克勤,辛景民,郑南宁，一种基于点云的多智能体超视距网联协同感知动态决策方法，发明专利申请号：2022104625247，中国，2022.04
  3. 程翔，李鹏，魏平，杨腾，郑南宁，基于改进时间窗算法的多智能体网联协同调度规划方法，发明专利申请号：2022102578398，中国，2022.03
  4. 魏平, 马泽宇,李环,郑南宁，基于Transformer模型的图像人-物交互定位方法及系统，发明专利申请号：2022102131952，中国，2022.03
  5. 魏平, 尚嘉慧，一种视频动作片段生成方法、系统、设备及可读存储介质，发明专利申请号：2021116776489，中国，2021.12
  6. 魏平, 危文文,王帅杰,郑南宁，一种基于点云的3D场景图生成方法、系统、设备及可读存储介质，发明专利申请号：2021116735563，中国，2021.12
  7. 魏平, 王浩颖,常昊，一种基于深度集成网络的标识内容检测方法及系统，发明专利申请号：2021116060303，中国，2021.12
  8. 魏平, 王帅杰,郑南宁，一种基于分块的金属表面缺陷检测方法及系统，发明专利申请号：2021110882959，中国，2021.09
  9. 魏平, 夏春龙, 王熔, 郑南宁，基于多尺度输入混合感知神经网络的目标检测方法，发明专利申请号：2019110323007，中国，2019.10
  10. 魏平, 夏春龙, 张永驰, 郑南宁，一种联合颜色与深度信息的自适应深度图像修复方法，发明专利申请号：2019109193981，中国，2019.9
  11. 魏平, 张雪香, 宋洁, 郑南宁，一种人脸图像随年龄变化的图像处理方法，发明专利申请号：2019109201742，中国，2019年9月
  12. 魏平, 夏春龙, 郑冲, 郑南宁，一种基于混合特征感知神经网络进行3D目标检测的方法，发明专利申请号：2019109193708，中国，2019.9
  13. 魏平, 冯洋, 杨昊月, 孔德乾, 孙宏滨, 郑南宁，一种基于多尺度注意机制网络模型的语义交通信号灯检测方法，发明专利申请号：2019108177021，中国，2019.8
  14. 魏平, 李嘉鹏, 唐浩雯, 王帅杰，一种基于人眼注视点检测的电子书阅读器控制方法及系统，发明专利申请号：2019107854941，中国，2019.8
  15. 孙宏滨，南智雄，于铭瑞，魏平，徐林海，郑南宁，一种车辆的车道保持控制方法，发明专利申请号：2018100047576，中国，2018.10
  16. 王芳芳，南智雄，魏平，徐林海，孙宏滨，郑南宁，一种基于语义推理和时空记忆更新的车辆检测方法，发明专利授权号：ZL201710539094.3，中国，2017.7