MFPIDet: improved YOLOV7 architecture based on multi-scale feature fusion for prohibited item detection in complex environment

L Zhang, ZA Huang, C Shi, H Ma, X Li, X Wu - Complex & Intelligent …, 2024 - Springer
Prohibited item detection is crucial for the safety of public places. Deep learning, one of the
mainstream methods in prohibited item detection tasks, has shown superior performance far …

Detection of novel prohibited item categories for real-world security inspection

S Lin, T Jia, H Wang, B Ma, M Li, D Chen - Engineering Applications of …, 2025 - Elsevier
The application of prohibited item detection in intelligent security inspection systems is
essential for protecting public safety and categories of prohibited item are continuously …

BGM: Background Mixup for X-ray Prohibited Items Detection

W Liu, R Tao, H Zhu, Y Sun, Y Zhao, Y Wei - arXiv preprint arXiv …, 2024 - arxiv.org
Prohibited item detection is crucial for ensuring public safety, yet current X-ray image-based
detection methods often lack comprehensive data-driven exploration. This paper introduces …

An Anti-Overlap Object Feature Weighted Fusion Detector for X-Ray Prohibited Item Detection

T Jia, W Jia, Y Tian, B Ma, H Wang… - 2024 6th International …, 2024 - ieeexplore.ieee.org
Security checkpoints equipped with X-ray scanners play a crucial role in ensuring public
safety by inspecting luggage for prohibited items. However, even trained professionals can …