Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging

S Akcay, T Breckon - Pattern Recognition, 2022 - Elsevier
X-ray security screening is widely used to maintain aviation/transport security, and its
significance poses a particular interest in automated screening systems. This paper aims to …

Computer vision on x-ray data in industrial production and security applications: A comprehensive survey

M Rafiei, J Raitoharju, A Iosifidis - Ieee Access, 2023 - ieeexplore.ieee.org
X-ray imaging technology has been used for decades in clinical tasks to reveal the internal
condition of different organs, and in recent years, it has become more common in other …

Towards dual-view x-ray baggage inspection: A large-scale benchmark and adaptive hierarchical cross refinement for prohibited item discovery

B Ma, T Jia, M Li, S Wu, H Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Dual-view baggage inspection has been widely applied in real-world scenarios, where
orthogonal viewpoints are deployed to capture diverse and complementary information …

Object detection and X-ray security imaging: A survey

J Wu, X Xu, J Yang - IEEE Access, 2023 - ieeexplore.ieee.org
Security is paramount in public places such as subways, airports, and train stations, where
security screeners use X-ray imaging technology to check passengers' luggage for potential …

On the impact of using x-ray energy response imagery for object detection via convolutional neural networks

N Bhowmik, YFA Gaus… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Automatic detection of prohibited items within complex and cluttered X-ray security imagery
is essential to maintaining transport security, where prior work on automatic prohibited item …

Multi‐Scale Feature Attention‐DEtection TRansformer: Multi‐Scale Feature Attention for security check object detection

H Sima, B Chen, C Tang, Y Zhang… - IET Computer Vision, 2024 - Wiley Online Library
X‐ray security checks aim to detect contraband in luggage; however, the detection accuracy
is hindered by the overlapping and significant size differences of objects in X‐ray images. To …

AMOD-net: Attention-based multi-scale object detection network for X-ray baggage security inspection

X Zhu, J Zhang, X Chen, D Li, Y Wang… - Proceedings of the 2021 …, 2021 - dl.acm.org
X-ray baggage security checking is an extremely important task, which can detect various
dangerous objects in airports, stations and other public places to prevent crimes and protect …

[HTML][HTML] Atomic number prior guided network for prohibited items detection from heavily cluttered X-ray imagery

J Chen, J Leng, X Gao, M Mo, S Guan - Frontiers in Physics, 2023 - frontiersin.org
Prohibited item detection in X-ray images is an effective measure to maintain public safety.
Recent prohibited item detection methods based on deep learning has achieved impressive …

MEOW-Multi-Objective Evolutionary Weapon Detection

D Dimanov, C Singleton, S Rostami… - International …, 2023 - proceedings.mlr.press
X-ray screening is crucial for ensuring safety and security in crowded public areas. However,
X-ray operators are often overwhelmed by the sheer amount of potential threats to assess; …

An automated detection model of threat objects for X-Ray baggage inspection based on modified encoder-decoder model

D Sara, AK Mandava - Nondestructive Testing and Evaluation, 2024 - Taylor & Francis
Modern security faces challenges in detecting unauthorized and potentially harmful items in
luggage, despite X-ray baggage scanning frameworks and research on efficiently screening …