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Towards Automatic Threat Detection: A Survey of Advances of Deep
  Learning within X-ray Security Imaging
v1v2 (latest)

Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging

Pattern Recognition (Pattern Recognit.), 2020
5 January 2020
S. Akçay
T. Breckon
ArXiv (abs)PDFHTML

Papers citing "Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging"

26 / 26 papers shown
Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling
Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling
Yunhan Ren
Ruihuang Li
Lingbo Liu
Changwen Chen
218
0
0
13 Jun 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security InspectionComputer Vision and Pattern Recognition (CVPR), 2025
Divya Velayudhan
A. Ahmed
Mohamad Alansari
Neha Gour
Abderaouf Behouch
...
Muzammal Naseer
Juergen Gall
Mohammed Bennamoun
Ernesto Damiani
Naoufel Werghi
411
4
0
03 Apr 2025
BGM: Background Mixup for X-ray Prohibited Items Detection
BGM: Background Mixup for X-ray Prohibited Items Detection
Wen Liu
Haoyu Wang
Hongguang Zhu
Yunda Sun
Yao Zhao
Y. X. Wei
588
3
0
30 Nov 2024
Optimizing Multispectral Object Detection: A Bag of Tricks and
  Comprehensive Benchmarks
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks
Chen Zhou
Peng Cheng
Cunchun Li
Yujiao Shi
Yibo Yan
Xiaojun Jia
Yanyan Xu
Kaidi Wang
Xiaochun Cao
433
5
0
27 Nov 2024
Performance Evaluation of Segment Anything Model with Variational
  Prompting for Application to Non-Visible Spectrum Imagery
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery
Yona Falinie A. Gaus
Neelanjan Bhowmik
Brian K. S. Isaac-Medina
T. Breckon
VLM
223
7
0
18 Apr 2024
Illicit object detection in X-ray images using Vision Transformers
Illicit object detection in X-ray images using Vision Transformers
Jorgen Cani
Ioannis Mademlis
Adamantia Anna Rebolledo Chrysochoou
Georgios Th. Papadopoulos
ViT
318
4
0
27 Mar 2024
Visual inspection for illicit items in X-ray images using Deep Learning
Visual inspection for illicit items in X-ray images using Deep LearningBigData Congress [Services Society] (BSS), 2023
Ioannis Mademlis
Georgios Batsis
Adamantia Anna Rebolledo Chrysochoou
Georgios Th. Papadopoulos
236
6
0
05 Oct 2023
Illicit item detection in X-ray images for security applications
Illicit item detection in X-ray images for security applicationsInternational Conference on Big Data Computing Service and Applications (ICBDCSA), 2023
Georgios Batsis
Ioannis Mademlis
Georgios Th. Papadopoulos
174
12
0
03 May 2023
ISSTAD: Incremental Self-Supervised Learning Based on Transformer for
  Anomaly Detection and Localization
ISSTAD: Incremental Self-Supervised Learning Based on Transformer for Anomaly Detection and LocalizationEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
WenPing Jin
Fei-Yu Guo
Li Zhu
ViTMedIm
391
7
0
30 Mar 2023
Detecting Anomalies using Generative Adversarial Networks on Images
Detecting Anomalies using Generative Adversarial Networks on Images
Rushikesh Zawar
Krupa Bhayani
Neelanjan Bhowmik
K. Tiwari
Dhiraj Sangwan
GAN
173
2
0
24 Nov 2022
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item
  Detection
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionInternational Journal of Computer Vision (IJCV), 2022
Libo Zhang
Lutao Jiang
Ruyi Ji
Hengrui Fan
251
45
0
19 Nov 2022
Computer Vision on X-ray Data in Industrial Production and Security
  Applications: A Comprehensive Survey
Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive SurveyIEEE Access (IEEE Access), 2022
M. Rafiei
Jenni Raitoharju
Alexandros Iosifidis
193
36
0
10 Nov 2022
Transferability Ranking of Adversarial Examples
Transferability Ranking of Adversarial ExamplesACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Mosh Levy
Guy Amit
Yuval Elovici
Yisroel Mirsky
AAML
321
1
0
23 Aug 2022
Progressive GANomaly: Anomaly detection with progressively growing GANs
Progressive GANomaly: Anomaly detection with progressively growing GANs
Djennifer K. Madzia-Madzou
Hugo J. Kuijf
MedIm
204
3
0
08 Jun 2022
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell
  Electrodes
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell ElectrodesVISIGRAPP (VISIGRAPP), 2022
S. B. Jensen
T. Moeslund
S. J. Andreasen
MedIm
138
1
0
15 Feb 2022
A tomographic workflow to enable deep learning for X-ray based foreign
  object detection
A tomographic workflow to enable deep learning for X-ray based foreign object detectionExpert systems with applications (ESWA), 2022
Mathé T. Zeegers
Tristan van Leeuwen
D. Pelt
S. Coban
R. V. Liere
K. Batenburg
163
4
0
28 Jan 2022
A Novel Incremental Learning Driven Instance Segmentation Framework to
  Recognize Highly Cluttered Instances of the Contraband Items
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
270
28
0
07 Jan 2022
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat
  Recognition
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
189
47
0
22 Aug 2021
Unsupervised Anomaly Instance Segmentation for Baggage Threat
  Recognition
Unsupervised Anomaly Instance Segmentation for Baggage Threat RecognitionJournal of Ambient Intelligence and Humanized Computing (JAIHC), 2021
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
244
39
0
15 Jul 2021
One-class Steel Detector Using Patch GAN Discriminator for Visualising
  Anomalous Feature Map
One-class Steel Detector Using Patch GAN Discriminator for Visualising Anomalous Feature Map
Takato Yasuno
Junichiro Fujii
Sakura Fukami
143
3
0
30 Jun 2021
PANDA : Perceptually Aware Neural Detection of Anomalies
PANDA : Perceptually Aware Neural Detection of AnomaliesIEEE International Joint Conference on Neural Network (IJCNN), 2021
Jack W. Barker
T. Breckon
139
6
0
28 Apr 2021
Towards a category-extended object detector with limited data
Towards a category-extended object detector with limited dataPattern Recognition (Pattern Recognit.), 2020
Bowen Zhao
Chen Chen
Xi Xiao
Shutao Xia
ObjD
374
3
0
28 Dec 2020
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional
  Object Detection of Threats in X-Ray Images
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images
J. Sigman
Gregory P. Spell
Kevin J. Liang
Lawrence Carin
ObjD
198
22
0
02 Oct 2020
Trainable Structure Tensors for Autonomous Baggage Threat Detection
  Under Extreme Occlusion
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme OcclusionAsian Conference on Computer Vision (ACCV), 2020
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
222
46
0
28 Sep 2020
Cascaded Structure Tensor Framework for Robust Identification of Heavily
  Occluded Baggage Items from X-ray Scans
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans
Taimur Hassan
S. Akçay
Bennamoun
Salman Khan
Naoufel Werghi
149
22
0
14 Apr 2020
Knife and Threat Detectors
Knife and Threat Detectors
David Noever
S. M. Noever
259
4
0
04 Apr 2020
1
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