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

5 January 2020

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

31 / 31 papers shown

Title
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 57 18 0 02 Oct 2020
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 79 40 0 28 Sep 2020
Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module Yanlu Wei Renshuai Tao Jay Zhangjie Wu Yuqing Ma Libo Zhang Xianglong Liu 39 189 0 18 Apr 2020
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 56 19 0 14 Apr 2020
Toward Automatic Threat Recognition for Airport X-ray Baggage Screening with Deep Convolutional Object Detection Kevin J. Liang J. Sigman Gregory P. Spell D. Strellis William Chang Felix Liu Tejas Mehta Lawrence Carin 52 37 0 13 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 337 5,834 0 03 Dec 2019
Evaluating the Transferability and Adversarial Discrimination of Convolutional Neural Networks for Threat Object Detection and Classification within X-Ray Security Imagery Yona Falinie A. Gaus Neelanjan Bhowmik S. Akçay T. Breckon 53 53 0 20 Nov 2019
On the Impact of Object and Sub-component Level Segmentation Strategies for Supervised Anomaly Detection within X-ray Security Imagery Neelanjan Bhowmik Yona Falinie A. Gaus S. Akçay Jack W. Barker T. Breckon 47 23 0 19 Nov 2019
The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery Neelanjan Bhowmik Qian Wang Yona Falinie A. Gaus Marcin Szarek T. Breckon 59 33 0 25 Sep 2019
Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery Yona Falinie A. Gaus Neelanjan Bhowmik S. Akçay Paolo M. Guillén-Garcia Jack W. Barker T. Breckon 51 54 0 10 Apr 2019
Skip-GANomaly: Skip Connected and Adversarially Trained Encoder-Decoder Anomaly Detection S. Akçay Amir Atapour-Abarghouei T. Breckon UQCV 108 381 0 25 Jan 2019
SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images Caijing Miao Lingxi Xie Fang Wan Chi Su Hongye Liu Jianbin Jiao QiXiang Ye 39 229 0 02 Jan 2019
Multi-view X-ray R-CNN Jan-Martin O. Steitz Faraz Saeedan Stefan Roth 53 25 0 04 Oct 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 97 1,399 0 17 May 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 139 21,528 0 08 Apr 2018
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 396 27,288 0 20 Mar 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 192 4,834 0 26 Jan 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 344 19,714 0 21 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.5K 14,637 0 07 Oct 2016
Automated detection of smuggled high-risk security threats using Deep Learning Nicolas Jaccard T. W. Rogers E. Morton Lewis D. Griffin 60 32 0 09 Sep 2016
Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise T. W. Rogers Nicolas Jaccard E. Morton Lewis D. Griffin 70 62 0 02 Aug 2016
Detection of concealed cars in complex cargo X-ray imagery using Deep Learning Nicolas Jaccard T. W. Rogers E. Morton Lewis D. Griffin 82 67 0 26 Jun 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 187 5,651 0 20 May 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,280 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,722 0 10 Dec 2015
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 266 29,922 0 08 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,445 0 02 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 547 62,491 0 04 Jun 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 238 8,364 0 06 Nov 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,606 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,641 0 01 Sep 2014