A binary sparrow search algorithm for feature selection on classification of X-ray security images

A Babalik, A Babadag - Applied Soft Computing, 2024 - Elsevier
In today's world, especially in public places, strict security measures are being implemented.
Among these measures, the most common is the inspection of the contents of people's …

Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets

J Li, S Fong, L Liu, N Dey, AS Ashour… - Multimedia Tools and …, 2019 - Springer
The imbalance and multi-dimension are two common problems in the medical image
datasets, which affect the performances of the image processing procedures. The traditional …

Detection of threat objects in baggage inspection with X-ray images using deep learning

D Saavedra, S Banerjee, D Mery - Neural Computing and Applications, 2021 - Springer
In the field of security, baggage-screening with X-rays is used as nondestructive testing for
threat object detection. This is a common protocol when inspecting passenger baggage …

Research on the application of high-efficiency detectors into the detection of prohibited item in X-ray images

Y Wei, X Liu, Y Liu - Applied Intelligence, 2022 - Springer
X-ray imaging can be used to inspect the internal structure of the objects without destruction,
so visual inspection based on X-ray images is widely used in the security check such as …

Automated Threat Detection In X-Ray Imagery For Advanced Security Applications

A Upreti, B Rajat - 2021 - hal.science
In areas of high security, like airports, etc, X-Ray machines are used to scan baggage to look
for hazardous objects such as guns, knives, razor blades. But, in a manual scan, it is easy to …

Handling occlusion in prohibited item detection from X-ray images

D Liu, Y Tian, Z Xu, G Jian - Neural Computing and Applications, 2022 - Springer
Prohibited item detection from X-ray images determines whether any prohibited items are
present in baggage, and great progress has recently been made in this field with the …

O-Net: Dangerous Goods Detection in Aviation Security Based on U-Net

W Kim, S Jun, S Kang, C Lee - IEEE Access, 2020 - ieeexplore.ieee.org
Aviation security X-ray equipment currently searches objects through primary screening, in
which the screener has to re-search a baggage/person to detect the target object from …

Threat detection in x-ray baggage security imagery using convolutional neural networks

EE Altindağ, SE Yuksel - … Detection and Imaging with X-Rays …, 2022 - spiedigitallibrary.org
X-ray security screening has become crucial to maintaining safety in public spaces. Hence,
X-ray screening equipment is widely used in airports, shopping centers, etc. to prevent the …

Combination of deep learning with representation learning in X-ray prohibited item detection

J Rao, P Qin, G Zhou, M Li, J Zhang, Q Bao… - Frontiers in …, 2023 - frontiersin.org
During X-ray inspection detection, a detector converts the collected X-rays from objects into
electrical signals, which are then transmitted to a computer for image processing and …

[PDF][PDF] Fuzzy Based Classification of X-Ray Images with Convolution Neural Network

SC Gopi, KK Kumar, M Veerabrahmam… - International Journal of …, 2020 - researchgate.net
Nowadays technology is changing from day to day in almost all fields, that too much in the
medical field. There are some techniques that are still continuing for a long time due to their …