Nannan Li

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Temporal Context

Anomaly Detection

Video Surveillance

Weakly Supervised

Top Venues

Publications

Kan Huang, Nannan Li, Jiarong Huang, Chunwei Tian
Exploiting Memory-Based Cross-Image Contexts for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kan Huang, Chunwei Tian, Zhijing Xu, Nannan Li, Jerry Chun-Wei Lin
Motion Context guided Edge-preserving network for video salient object detection. Expert Syst. Appl. 233 (2023)
Yu Pan, Zeyong Su, Ao Liu, Jingquan Wang, Nannan Li, Zenglin Xu
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks. ICML (2022)
Yu Pan, Zeyong Su, Ao Liu, Jingquan Wang, Nannan Li, Zenglin Xu
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks. CoRR (2022)
Nannan Li, Jia-Xing Zhong, Xiujun Shu, Huiwen Guo
Weakly-supervised anomaly detection in video surveillance via graph convolutional label noise cleaning. Neurocomputing 481 (2022)
Jingjia Huang, Nannan Li, Thomas H. Li, Shan Liu, Ge Li
Spatial-Temporal Context-Aware Online Action Detection and Prediction. IEEE Trans. Circuits Syst. Video Technol. 30 (8) (2020)
Weijie Kong, Nannan Li, Shan Liu, Thomas H. Li, Ge Li
BLP - Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization. ICASSP (2019)
Jingjia Huang, Zhangheng Li, Nannan Li, Shan Liu, Ge Li
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism. ICCV (2019)
Jia-Xing Zhong, Nannan Li, Weijie Kong, Shan Liu, Thomas H. Li, Ge Li
Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection. CoRR (2019)
Jia-Xing Zhong, Nannan Li, Weijie Kong, Shan Liu, Thomas H. Li, Ge Li
Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection. CVPR (2019)
Nannan Li, Huiwen Guo, Yang Zhao, Thomas H. Li, Ge Li
Active Temporal Action Detection in Untrimmed Videos Via Deep Reinforcement Learning. IEEE Access 6 (2018)
Jingjia Huang, Nannan Li, Jia-Xing Zhong, Thomas H. Li, Ge Li
Online Action Tube Detection via Resolving the Spatio-temporal Context Pattern. ACM Multimedia (2018)
Jia-Xing Zhong, Nannan Li, Weijie Kong, Tao Zhang, Thomas H. Li, Ge Li
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector. ACM Multimedia (2018)
Tao Zhang, Nannan Li, Jingjia Huang, Jia-Xing Zhong, Ge Li
An Active Action Proposal Method Based on Reinforcement Learning. ICIP (2018)
Jia-Xing Zhong, Nannan Li, Weijie Kong, Tao Zhang, Thomas H. Li, Ge Li
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector. CoRR (2018)
Weijie Kong, Nannan Li, Thomas H. Li, Ge Li
Deep Pedestrian Detection Using Contextual Information and Multi-level Features. MMM (1) (2018)
Jingjia Huang, Nannan Li, Tao Zhang, Ge Li, Tiejun Huang, Wen Gao
SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning. AAAI (2018)
Weijie Kong, Nannan Li, Shan Liu, Thomas H. Li, Ge Li
BLP - Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization. CoRR (2018)
Nannan Li, Jingjia Huang, Thomas H. Li, Huiwen Guo, Ge Li
Detecting action tubes via spatial action estimation and temporal path inference. Neurocomputing 311 (2018)
Huiwen Guo, Xinyu Wu, Nannan Li
Action Extraction in Continuous Unconstrained Video for Cloud-Based Intelligent Service Robot. IEEE Access 6 (2018)
Jingjia Huang, Nannan Li, Tao Zhang, Ge Li
A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning. CoRR (2017)
Jingjia Huang, Ge Li, Nannan Li, Ronggang Wang, Wenmin Wang
A Violence Detection Approach Based on Spatio-temporal Hypergraph Transition. CAIP (2) (2017)
Jia-Xing Zhong, Ge Li, Nannan Li
Deep Metric Learning with False Positive Probability - Trade Off Hard Levels in a Weighted Way. ICONIP (3) (2017)
Qingtian Wu, Huiwen Guo, Xinyu Wu, Yimin Zhou, Nannan Li
Fast action localization based on spatio-temporal path search. ICIP (2017)
Huiwen Guo, Xinyu Wu, Shibo Cai, Nannan Li, Jun Cheng, Yen-Lun Chen
Quaternion discrete cosine transformation signature analysis in crowd scenes for abnormal event detection. Neurocomputing 204 (2016)
Nannan Li, Dan Xu, Zhenqiang Ying, Zhihao Li, Ge Li
Searching Action Proposals via Spatial Actionness Estimation and Temporal Path Inference and Tracking. CoRR (2016)
Nannan Li, Dan Xu, Zhenqiang Ying, Zhihao Li, Ge Li
Searching Action Proposals via Spatial Actionness Estimation and Temporal Path Inference and Tracking. ACCV (2) (2016)
Xianghao Zang, Ge Li, Zhihao Li, Nannan Li, Wenmin Wang
An Object-Aware Anomaly Detection and Localization in Surveillance Videos. BigMM (2016)
Nannan Li, Xinyu Wu, Dan Xu, Huiwen Guo, Wei Feng
Spatio-temporal context analysis within video volumes for anomalous-event detection and localization. Neurocomputing 155 (2015)
Nannan Li, Xinyu Wu, Huiwen Guo, Dan Xu, Yongsheng Ou, Yen-Lun Chen
Anomaly Detection in Video Surveillance via Gaussian Process. Int. J. Pattern Recognit. Artif. Intell. 29 (6) (2015)
Dan Xu, Rui Song, Xinyu Wu, Nannan Li, Wei Feng, Huihuan Qian
Video anomaly detection based on a hierarchical activity discovery within spatio-temporal contexts. Neurocomputing 143 (2014)
Nannan Li, Huiwen Guo, Dan Xu, Xinyu Wu
Multi-scale analysis of contextual information within spatio-temporal video volumes for anomaly detection. ICIP (2014)
Huiwen Guo, Xinyu Wu, Nannan Li, Huan Wang, Yen-Lun Chen
Abnormal event detection in crowd scenes using quaternion discrete cosine transformation signature. SPAC (2014)
Dan Xu, Xinyu Wu, Dezhen Song, Nannan Li, Yen-Lun Chen
Hierarchical activity discovery within spatio-temporal context for video anomaly detection. ICIP (2013)
Nannan Li, Dan Xu, Xinyu Wu, Guoyuan Liang
Anomaly detection in crowds using a space MRF with incremental updates. ICDIP (2013)
Nannan Li, Xinyu Wu, Dan Xu, Ruiqing Fu, Wei Feng
A new approach for hand-waving detection in crowds. ROBIO (2013)
Huiwen Guo, Xinyu Wu, Nannan Li, Ruiqing Fu, Guoyuan Liang, Wei Feng
Anomaly detection and localization in crowded scenes using short-term trajectories. ROBIO (2013)
Zhigang Guo, Nannan Li, Dan Xu, Yen-Lun Chen, Xinyu Wu, Zhiyong Gao
A novel statistical learning-based framework for automatic anomaly detection and localization in crowds. ROBIO (2013)