Towards automatic threat detection: A survey of advances of deep learning within X-ray security imaging
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 …
significance poses a particular interest in automated screening systems. This paper aims to …
Going beyond xai: A systematic survey for explanation-guided learning
As the societal impact of Deep Neural Networks (DNNs) grows, the goals for advancing
DNNs become more complex and diverse, ranging from improving a conventional model …
DNNs become more complex and diverse, ranging from improving a conventional model …
Towards real-world X-ray security inspection: A high-quality benchmark and lateral inhibition module for prohibited items detection
Prohibited items detection in X-ray images often plays an important role in protecting public
safety, which often deals with color-monotonous and luster-insufficient objects, resulting in …
safety, which often deals with color-monotonous and luster-insufficient objects, resulting in …
Towards real-world prohibited item detection: A large-scale x-ray benchmark
Automatic security inspection using computer vision technology is a challenging task in real-
world scenarios due to various factors, including intra-class variance, class imbalance, and …
world scenarios due to various factors, including intra-class variance, class imbalance, and …
Detecting overlapped objects in X-ray security imagery by a label-aware mechanism
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 …
backpacks or suitcases in the X-ray images. Most existing methods improve the robustness …
Nondestructive defect detection in castings by using spatial attention bilinear convolutional neural network
X-ray images of castings are widely used in manufacturing for quality assurance. This article
investigates the X-ray-image-based defective detection. The main contributions in this article …
investigates the X-ray-image-based defective detection. The main contributions in this article …
Recent advances in baggage threat detection: A comprehensive and systematic survey
X-ray imagery systems have enabled security personnel to identify potential threats
contained within the baggage and cargo since the early 1970s. However, the manual …
contained within the baggage and cargo since the early 1970s. However, the manual …
Occluded prohibited object detection in X-ray images with global Context-aware Multi-Scale feature Aggregation
C Ma, L Zhuo, J Li, Y Zhang, J Zhang - Neurocomputing, 2023 - Elsevier
Abstract Prohibited Object Detection (POD) in X-ray images plays an important role in
protecting public safety. Automatic and accurate POD is required to relieve the working …
protecting public safety. Automatic and accurate POD is required to relieve the working …
X-ray baggage inspection with computer vision: A survey
In the last decades, baggage inspection based on X-ray imaging has been established to
protect environments in which access control is of vital significance. In several public …
protect environments in which access control is of vital significance. In several public …
Detecting prohibited items in X-ray images: A contour proposal learning approach
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 …
potentially anomalous items is challenging due to the clutter and occlusion within Xray …