A literature review on deep learning algorithms for analysis of X-ray images

G Seyfi, E Esme, M Yilmaz, MS Kiran - International Journal of Machine …, 2024 - Springer
Since the invention of the X-ray beam, it has been used for useful applications in various
fields, such as medical diagnosis, fluoroscopy, radiation therapy, and computed …

Detecting overlapped objects in X-ray security imagery by a label-aware mechanism

C Zhao, L Zhu, S Dou, W Deng… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
One of the key challenges to the X-ray security check is to detect the overlapped items in
backpacks or suitcases in the X-ray images. Most existing methods improve the robustness …

X-ray image analysis for explosive circuit detection using deep learning algorithms

G Seyfi, M Yilmaz, E Esme, MS Kiran - Applied Soft Computing, 2024 - Elsevier
X-ray imaging technologies find applications across various domains, including medical
imaging in health institutions or security in military facilities and public institutions. X-ray …

Prohibited items detection in baggage security based on improved YOLOv5

Z Wang, H Zhang, Z Lin, X Tan… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
To resolve the problems of high item overlap and complex background in the security
detection of X-ray luggage images, this paper proposes a network model based on …

Benefits of decision support systems in relation to task difficulty in airport security X-ray screening

D Huegli, S Merks, A Schwaninger - International Journal of …, 2023 - Taylor & Francis
Automated explosive detection systems for cabin baggage screening (EDSCB) highlight
areas in X-ray images of passenger bags that could contain explosive material. Several …

Material classification in X-ray images based on multi-scale CNN

E Benedykciuk, M Denkowski, K Dmitruk - Signal, Image and Video …, 2021 - Springer
Security X-ray baggage scanners provide images based on the different levels of radiation
absorption by different materials. Images captured by such scanners are inspected by a …

Towards federated learning based contraband detection within airport baggage x-rays

S Puppala, I Hossain, S Talukder - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
To maintain border and transportation security against a variety of threat profiles, it is
essential to find contraband in airport baggage X-rays. Security inspectors have a tougher …

Where are you hiding the pangolins? screening tools to detect illicit contraband at international borders and their adaptability for illegal wildlife trafficking

GK Moloney, AL Chaber - Plos one, 2024 - journals.plos.org
The illegal movement of wildlife poses a public health, conservation and biosecurity threat,
however there are currently minimal screening tools available at international ports of entry …

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; …

Airport security: the impact of AI on safety, efficiency, and the passenger experience

E Pik - Journal of Transportation Security, 2024 - Springer
This literature review article explores how artificial intelligence (AI) is revolutionizing airport
security by automating threat analysis and identification processes. These advancements …