AMP-Net: Appearance-Motion Prototype Network Assisted Automatic Video Anomaly Detection System

Yang Liu, Jing Liu, Kun Yang, +6

IEEE Transactions on Industrial Informatics

Anomaly DetectionMachine LearningEngineeringVideo ProcessingVideo Surveillance +15

Target and source modality co-reinforcement for emotion understanding from asynchronous multimodal sequences

Dingkang Yang, Yang Liu, Can Huang, +7

Knowledge-Based Systems

Artificial IntelligenceAsynchronous Multimodal SequencesCognitive ScienceBehavioral SciencesEngineering +13

AIDE: A Vision-Driven Multi-View, Multi-Modal, Multi-Tasking Dataset for Assistive Driving Perception

Dingkang Yang, Shuai Huang, Zhi Xu, +12

EngineeringMachine LearningSafety ScienceMultimodal LearningAdvanced Driver-assistance System +20

Light field image coding with hybrid scan order

Shengyang Zhao, Zhibo Chen, Kun Yang, +1

Light Field ImageLossy CompressionImage FormationImage AnalysisEngineering +9

Spatiotemporal Generative Adversarial Network-Based Dynamic Texture Synthesis for Surveillance Video Coding

Kun Yang, Dong Liu, Zhibo Chen, +2

IEEE Transactions on Circuits and Systems for Video Technology

Surveillance Video CodingImage AnalysisMachine LearningMachine VisionDynamic Texture +12

What2comm: Towards Communication-efficient Collaborative Perception via Feature Decoupling

Kun Yang, Dingkang Yang, Jingyu Zhang, +3

Machine VisionEngineeringData ScienceFeature LearningVulnerable Collaboration +11

Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities

M. H. Li, Dingkang Yang, Xiao Zhao, +7

Robust Emotion Recognition in Context Debiasing

Dingkang Yang, Kun Yang, M. H. Li, +3

ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments

Jingyu Zhang, Kun Yang, Yilei Wang, +3

Self-organizing weighted incremental probabilistic latent semantic analysis

Ning Li, Wenjuan Luo, Kun Yang, +3

International Journal of Machine Learning and Cybernetics

Natural Language ProcessingDocument ClusteringEngineeringData ScienceData Mining +8