Nannan Li

Orcid: 0000-0002-8274-5123

Affiliations:
  • Macau University of Science and Technology, Macau
  • Peking University, Shenzhen Graduate School, School of Electronic and Computer Engineering, China (2015 - 2018)
  • Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China (PhD 2015)


According to our database1, Nannan Li authored at least 37 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Integrating pseudo labeling with contrastive clustering for transformer-based semi-supervised action recognition.
Appl. Intell., November, 2024

Exploiting Memory-Based Cross-Image Contexts for Salient Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2024

Multimodal parallel attention network for medical image segmentation.
Image Vis. Comput., 2024

2023
Motion Context guided Edge-preserving network for video salient object detection.
Expert Syst. Appl., December, 2023

Maximizing mutual information inside intra- and inter-modality for audio-visual event retrieval.
Int. J. Multim. Inf. Retr., June, 2023

2022
Weakly-supervised anomaly detection in video surveillance via graph convolutional label noise cleaning.
Neurocomputing, 2022

A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022

2020
Spatial-Temporal Context-Aware Online Action Detection and Prediction.
IEEE Trans. Circuits Syst. Video Technol., 2020

2019
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention Mechanism.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

BLP - Boundary Likelihood Pinpointing Networks for Accurate Temporal Action Localization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Graph Convolutional Label Noise Cleaner: Train a Plug-And-Play Action Classifier for Anomaly Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Detecting action tubes via spatial action estimation and temporal path inference.
Neurocomputing, 2018

Active Temporal Action Detection in Untrimmed Videos Via Deep Reinforcement Learning.
IEEE Access, 2018

Action Extraction in Continuous Unconstrained Video for Cloud-Based Intelligent Service Robot.
IEEE Access, 2018

Deep Pedestrian Detection Using Contextual Information and Multi-level Features.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Online Action Tube Detection via Resolving the Spatio-temporal Context Pattern.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

An Active Action Proposal Method Based on Reinforcement Learning.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

SAP: Self-Adaptive Proposal Model for Temporal Action Detection Based on Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning.
CoRR, 2017

Deep Metric Learning with False Positive Probability - Trade Off Hard Levels in a Weighted Way.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Fast action localization based on spatio-temporal path search.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A Violence Detection Approach Based on Spatio-temporal Hypergraph Transition.
Proceedings of the Computer Analysis of Images and Patterns, 2017

2016
Quaternion discrete cosine transformation signature analysis in crowd scenes for abnormal event detection.
Neurocomputing, 2016

Tube ConvNets: Better exploiting motion for action recognition.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

An Object-Aware Anomaly Detection and Localization in Surveillance Videos.
Proceedings of the IEEE Second International Conference on Multimedia Big Data, 2016

Searching Action Proposals via Spatial Actionness Estimation and Temporal Path Inference and Tracking.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Anomaly Detection in Video Surveillance via Gaussian Process.
Int. J. Pattern Recognit. Artif. Intell., 2015

Spatio-temporal context analysis within video volumes for anomalous-event detection and localization.
Neurocomputing, 2015

2014
Video anomaly detection based on a hierarchical activity discovery within spatio-temporal contexts.
Neurocomputing, 2014

Abnormal event detection in crowd scenes using quaternion discrete cosine transformation signature.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Multi-scale analysis of contextual information within spatio-temporal video volumes for anomaly detection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
A new approach for hand-waving detection in crowds.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Anomaly detection and localization in crowded scenes using short-term trajectories.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel statistical learning-based framework for automatic anomaly detection and localization in crowds.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Hierarchical activity discovery within spatio-temporal context for video anomaly detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Anomaly detection in crowds using a space MRF with incremental updates.
Proceedings of the Fifth International Conference on Digital Image Processing, 2013


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