Towards Better Distortion Feature Learning for Object Detection in Top-View Fisheye Cameras

P Guo, C Liu, X Hou, X Qian - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
With the development of deep learning in recent years, the performance of object detection
under conventional cameras has been significantly improved. Nevertheless, due to the …

Video Violence Rating: A Large-scale Public Database and A Multimodal Rating Model

T Xiang, H Pan, Z Nan - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
Recognizing violence in videos is significant for the automatic identification and assessment
of violence content to restrict the access to violence for specific audiences such as children …

[HTML][HTML] NABNet: Deep Learning-Based IoT Alert System for Detection of Abnormal Neck Behavior

H Qin, M Cai, H Qin - Sensors, 2024 - mdpi.com
The excessive use of electronic devices for prolonged periods has led to problems such as
neck pain and pressure injury in sedentary people. If not detected and corrected early, these …

XFMP: A Benchmark for Explainable Fine-grained Abnormal Behavior Recognition on Medical Personal Protective Equipment

J Liu, J Niu, W Li, X Li, B He, H Zhou… - … on Circuits and …, 2024 - ieeexplore.ieee.org
The proper use of medical personal protective equipment (MPPE) is critical for frontline
healthcare workers (HCWs) to handle highly contagious diseases. Due to the complexity of …

YOWOv3: A Lightweight Spatio-Temporal Joint Network for Video Action Detection

A Zhu, Y Wang, J Yang, T Yan, H Ma… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Spatio-temporal action detection networks, which need to simultaneously extract and fuse
spatial and temporal features, often result in existing models becoming bloated and difficult …

Abnormal behavior recognition using SRU with attention mechanism

NC Tay, T Connie, TS Ong, ABJ Teoh… - International Journal of …, 2024 - e-space.mmu.ac.uk
In response to the critical need for enhanced public safety measures, this study introduces
an advanced intelligent surveillance system designed to autonomously detect abnormal …

Event-based human behavior detection

H Wang, M Li, Q Lu - 2024 5th International Conference on Big …, 2024 - ieeexplore.ieee.org
In recent years, school bullying has occurred frequently. In order to discover campus security
risks in time, most colleges and universities have deployed campus video surveillance …