Detecting prohibited items in X-ray images: A contour proposal learning approach

T Hassan, M Bettayeb, S Akçay, S Khan… - … on Image Processing …, 2020 - ieeexplore.ieee.org
X-ray baggage screening plays a vital role in aviation security. Manual inspection of
potentially anomalous items is challenging due to the clutter and occlusion within Xray …

Tensor pooling-driven instance segmentation framework for baggage threat recognition

T Hassan, S Akcay, M Bennamoun, S Khan… - Neural Computing and …, 2022 - Springer
Automated systems designed for screening contraband items from the X-ray imagery are still
facing difficulties with high clutter, concealment, and extreme occlusion. In this paper, we …

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 …

Trainable structure tensors for autonomous baggage threat detection under extreme occlusion

T Hassan, N Werghi - … of the Asian conference on computer …, 2020 - openaccess.thecvf.com
Detecting baggage threats is one of the most difficult tasks, even for expert officers. Many
researchers have developed computer-aided screening systems to recognize these threats …

Detecting prohibited objects with physical size constraint from cluttered X-ray baggage images

A Chang, Y Zhang, S Zhang, L Zhong… - Knowledge-Based Systems, 2022 - Elsevier
X-ray baggage image inspection aims to detect prohibited objects. Existing inspection
systems often rely on humans to scrutinize X-ray images. Although several deep-learning …

Deep convolutional neural network based object detector for X-ray baggage security imagery

J Liu, X Leng, Y Liu - … on Tools with Artificial Intelligence (ICTAI), 2019 - ieeexplore.ieee.org
Detection and classification of X-ray baggage security imagery are of great significance not
only in daily life. However, up to now, it is still difficult for the traditional image processing …

[HTML][HTML] SC-YOLOv8: A Security Check Model for the Inspection of Prohibited Items in X-ray Images

L Han, C Ma, Y Liu, J Jia, J Sun - Electronics, 2023 - mdpi.com
X-ray package security check systems are widely used in public places, but they face
difficulties in accurately detecting prohibited items due to the stacking and diversity of …

Evaluation of a dual convolutional neural network architecture for object-wise anomaly detection in cluttered X-ray security imagery

YFA Gaus, N Bhowmik, S Akçay… - … joint conference on …, 2019 - ieeexplore.ieee.org
X-ray baggage security screening is widely used to maintain aviation and transport secure.
Of particular interest is the focus on automated security X-ray analysis for particular classes …

Exploiting foreground and background separation for prohibited item detection in overlapping X-Ray images

F Shao, J Liu, P Wu, Z Yang, Z Wu - Pattern Recognition, 2022 - Elsevier
X-ray imagery security screening is an essential component of transportation and logistics.
In recent years, some researchers have used computer vision algorithms to replace …

Toward automatic threat recognition for airport X-ray baggage screening with deep convolutional object detection

KJ Liang, JB Sigman, GP Spell, D Strellis… - arXiv preprint arXiv …, 2019 - arxiv.org
For the safety of the traveling public, the Transportation Security Administration (TSA)
operates security checkpoints at airports in the United States, seeking to keep dangerous …