@inproceedings{bb72c8587b8148af98f9ab3f9c03003d,
title = "PIDNet: Prohibited Items Detection Network and Fine-Coarse Encoder Module",
abstract = "Security inspection using X-rays are absolutely familiar in everyday life and have an essential function in protecting public safety. However, it is not straightforward to perceive the presence of prohibited items, and the key challenge is that any prohibited items in X-ray images may exhibit color-monotonous and luster-insufficient, mainly due to the characteristics of X-ray imaging mechanisms. In this paper, to address this problem, we constructed a fresh prohibited items detection dataset (PIDD) and proposed a prohibited items detection network (PIDNet), which searches enrichment fine-grained and coarse-grained features for powerful prohibited items detection with a novel Fine-Coarse Encoder (FCE) module. Extensive experiment demonstrates that our proposed method achieves significantly superior contraband detection results on the PIDD test set compared to progressive methods for prohibited items detection, effectively proving the practicability of the method proposed in this paper.",
keywords = "Environmental Security, Prohibited Items, Security Inspection, X-ray Images",
author = "Yu Yao and Boliang Zhang and Kan, {H. K.} and Lam, {Chan Tong}",
note = "Publisher Copyright: {\textcopyright} ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2024.; 19th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2023 ; Conference date: 08-10-2023 Through 09-10-2023",
year = "2024",
doi = "10.1007/978-3-031-65123-6_20",
language = "English",
isbn = "9783031651229",
series = "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "279--290",
editor = "Leung, {Victor C. M.} and Hezhang Li and Xiping Hu and Zhaolong Ning",
booktitle = "Quality, Reliability, Security and Robustness in Heterogeneous Systems - 19th EAI International Conference, QShine 2023, Proceedings",
address = "Germany",
}