Research
Publications
Open-Vocabulary Video Anomaly Detection
Peng Wu, Xuerong Zhou, Guansong Pang, Yujia Sun, Jing Liu, Peng Wang, Yanning Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2024 [CCF-A]
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model
Peng Wu, Jing Liu, Xiangteng He, Yuxin Peng, Peng Wang, Yanning Zhang
IEEE TRANSACTIONS ON IMAGE PROCESSING (TIP)
2024 [CCF-A]
VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection
Peng Wu, Xuerong Zhou, Guansong Pang, Lingru Zhou, Qingsen Yan, Peng Wang, Yanning Zhang
AAAI Conference on Artificial Intelligence (AAAI)
2024 [CCF-A]
WSAD-Net: Weakly Supervised Anomaly Detection in Untrimmed Surveillance Videos
Peng Wu, Yanning Zhang
International Conference on Image and Graphics (ICIG)
2023
Video Event Restoration Based on Keyframes for Video Anomaly Detection
Zhiwei Yang, Zhaoyang Wu, Jing Liu^, Peng Wu^, Xiaotao Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2023 [CCF-A]
MemSeg: A Semi-supervised Method for Image Surface Defect Detection Using Differences and Commonalities
Minghun Yang, Peng Wu, Hui Feng
Engineering Applications of Artificial Intelligence (EAAI)
2023 [IF:7.802]
Dynamic Local Aggregation Network with Adaptive Clusterer for Anomaly Detection
Zhiwei Yang, Peng Wu^, Jing Liu^, Xiaotao Liu
European Conference on Computer Vision (ECCV)
2022 [Top Conference]
Weakly Supervised Audio-Visual Violence Detection
Peng Wu, Xiaotao Liu, Jing Liu^
IEEE Transactions on Multimedia (TMM)
2022 [IF:6.513]
A Multi-Task Learning based Neural Network for Defect Detection on Textured Surfaces under Weak Supervision
Kuikui He, Xiaotao Liu, Jing Liu^, Peng Wu
IEEE Transactions on Instrumentation & Measurement (TIM)
2021 [IF:4.016]
Exploiting Foreground and Background Separation for Prohibited Item Detection in Overlapping X-Ray Images
Fangtao Shao, Jing Liu^, Peng Wu, Zhiwei Yang, Zhaoyang Wu
Pattern Recognition (PR)
2021 [IF:7.74]
HANet: Hierarchical Alignment Networks for Video-Text Retrieval
Peng Wu, Xiangteng He^, Mingqian Tang, Yiliang Lv, Jing Liu^
ACM Multimedia conference (ACM-MM)
2021 [CCF-A]
Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection
Peng Wu, Jing Liu^
IEEE Transactions on Image Processing (TIP)
2021 [CCF-A, IF:9.34]
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision
Peng Wu, Jing Liu^, Yujia Shi, Yujia Sun, Fangtao Shao, Zhaoyang Wu, Zhi Wei Yang
European Conference on Computer Vision (ECCV)
2020 [Top-tier Conference]
Fast Sparse Coding Networks for Anomaly Detection in Videos
Peng Wu, Jing Liu^, Mingming Li, Yujia Sun, Fang Shen
Pattern Recognition (PR)
2020 [IF:7.196]
A Deep One-Class Neural Network for Anomalous Event Detection in Complex Scenes
Peng Wu, Jing Liu^, Fang Shen
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
2019 [IF:11.683]
Evolutionary network embedding preserving both local proximity and community structure
Mingming Li, Jing Liu^, Peng Wu, Xiangyi Teng
IEEE Transactions on Evolutionary Computation (TEC)
2019 [IF:11.169]
Double complete D-LBP with extreme learning machine auto-encoder and cascade forest for facial expression analysis
Fang Shen, Jing Liu^, Peng Wu
IEEE International Conference on Image Processing (ICIP)
2018
Hyperspectral Unmixing via Deep Convolutional Neural Networks
Xiangrong Zhang^, Yujia Sun, Jingyan Zhang, Peng Wu, Licheng Jiao
IEEE Transcations on Geoscience and Remote Sensing Letters (TGRSL)
2018 [IF:3.534]
Projects
行人密度估计系统
Peng Wu, Jing Liu
适用于人流量大的公共场所
【2017】
Media: [Demo]
车辆检测和计数系统
Peng Wu, Qiansheng Yang, Jiahao Liu, Jing Liu
上线于市政部门
【2018】
Media: [Demo]