SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images

2 January 2019

Papers citing "SIXray : A Large-scale Security Inspection X-ray Benchmark for Prohibited Item Discovery in Overlapping Images"

46 / 46 papers shown

Title
FOAM: A General Frequency-Optimized Anti-Overlapping Framework for Overlapping Object Perception Mingyuan Li Tong Jia Han Gu Hui Lu Hao Wang Bowen Ma Shuyang Lin Shiyi Guo Shizhuo Deng Dongyue Chen 17 0 0 16 Jun 2025
Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling Yunhan Ren Ruihuang Li Lingbo Liu Changwen Chen 18 0 0 13 Jun 2025
STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection Divya Velayudhan A. Ahmed Mohamad Alansari Neha Gour Abderaouf Behouch ... Muzammal Naseer Juergen Gall Mohammed Bennamoun Ernesto Damiani Naoufel Werghi 113 0 0 03 Apr 2025
Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 123 0 0 23 Feb 2025
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Dongyue Chen 135 0 0 28 Jan 2025
Open-Vocabulary Panoptic Segmentation Using BERT Pre-Training of Vision-Language Multiway Transformer Model Yi-Chia Chen Wei-Hua Li Chu-Song Chen VLM 77 1 0 25 Dec 2024
BGM: Background Mixup for X-ray Prohibited Items Detection Wen Liu R. Tao Hongguang Zhu Yunda Sun Yao Zhao Y. X. Wei 153 0 0 30 Nov 2024
Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans? R. Tao Haoyu Wang Yuzhe Guo Hechang Chen Li Zhang Xianglong Liu Y. X. Wei Yao-Min Zhao 88 1 0 27 Nov 2024
Towards Open-World Object-based Anomaly Detection via Self-Supervised Outlier Synthesis Brian K. S. Isaac-Medina Yona Falinie A. Gaus Neelanjan Bhowmik T. Breckon 78 2 0 22 Jul 2024
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP Shuyang Lin Tong Jia Hao Wang Bowen Ma Mingyuan Li Dongyue Chen VLM ObjD 77 0 0 16 Jun 2024
MMCL: Boosting Deformable DETR-Based Detectors with Multi-Class Min-Margin Contrastive Learning for Superior Prohibited Item Detection Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Dongyue Chen 81 2 0 05 Jun 2024
Self-supervised visual learning in the low-data regime: a comparative evaluation Sotirios Konstantakos Despina Ioanna Chalkiadaki Ioannis Mademlis Yuki M. Asano E. Gavves Georgios Th. Papadopoulos 117 6 0 26 Apr 2024
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 67 2 0 18 Apr 2024
Illicit object detection in X-ray images using Vision Transformers Jorgen Cani Ioannis Mademlis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos ViT 61 2 0 27 Mar 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 149 1 0 24 Mar 2024
AO-DETR: Anti-Overlapping DETR for X-Ray Prohibited Items Detection Mingyuan Li Tong Jia Hao Wang Bowen Ma Shuyang Lin Da Cai Dongyue Chen ViT 109 21 0 07 Mar 2024
Neural Network Methods for Radiation Detectors and Imaging S. Lin S. Ning H. Zhu T. Zhou C. L. Morris S. Clayton M. Cherukara R. T. Chen Z. Wang AI4CE 64 5 0 09 Nov 2023
SegLoc: Visual Self-supervised Learning Scheme for Dense Prediction Tasks of Security Inspection X-ray Images Shervin Halat Mohammad Rahmati Ehsan Nazerfard 126 0 0 12 Oct 2023
Visual inspection for illicit items in X-ray images using Deep Learning Ioannis Mademlis Georgios Batsis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos 43 4 0 05 Oct 2023
Improved YOLOv8 Detection Algorithm in Security Inspection Image Li Lu 24 6 0 12 Aug 2023
Illicit item detection in X-ray images for security applications Georgios Batsis Ioannis Mademlis Georgios Th. Papadopoulos 66 6 0 03 May 2023
A Meta-Learning Approach to Predicting Performance and Data Requirements Achin Jain Gurumurthy Swaminathan Paolo Favaro Hao Yang Avinash Ravichandran ... Alessandro Achille Onkar Dabeer Bernt Schiele A. Swaminathan Stefano Soatto 76 8 0 02 Mar 2023
X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection Aishan Liu Jun Guo Jiakai Wang Siyuan Liang Renshuai Tao Wenbo Zhou Cong Liu Xianglong Liu Dacheng Tao AAML 96 65 0 19 Feb 2023
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao Siyi Gu Junji Jiang S. Hong Dazhou Yu Liang Zhao 76 42 0 07 Dec 2022
Detecting Anomalies using Generative Adversarial Networks on Images Rushikesh Zawar Krupa Bhayani Neelanjan Bhowmik K. Tiwari Dhiraj Sangwan GAN 48 2 0 24 Nov 2022
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection Libo Zhang Lutao Jiang Ruyi Ji Hengrui Fan 66 27 0 19 Nov 2022
Computer Vision on X-ray Data in Industrial Production and Security Applications: A Comprehensive Survey M. Rafiei Jenni Raitoharju Alexandros Iosifidis 57 23 0 10 Nov 2022
Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark Kibok Lee Hao Yang Satyaki Chakraborty Zhaowei Cai Gurumurthy Swaminathan Avinash Ravichandran Onkar Dabeer 111 22 0 22 Jul 2022
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment Yuyang Gao Tong Sun Liang Zhao Sungsoo Ray Hong HAI 84 38 0 06 Feb 2022
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 61 26 0 07 Jan 2022
Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats Muhammad Shafay Taimur Hassan Ernesto Damiani Naoufel Werghi 66 9 0 04 Nov 2021
Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery Thomas W. Webb Neelanjan Bhowmik Yona Falinie A. Gaus T. Breckon ObjD 70 11 0 10 Oct 2021
On the impact of using X-ray energy response imagery for object detection via Convolutional Neural Networks Neelanjan Bhowmik Yona Falinie A. Gaus T. Breckon 27 9 0 27 Aug 2021
Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection Renshuai Tao Yanlu Wei Xiangjian Jiang Hainan Li Haotong Qin Jiakai Wang Yuqing Ma Libo Zhang Xianglong Liu 70 76 0 23 Aug 2021
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 53 43 0 22 Aug 2021
Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark Boying Wang Libo Zhang Longyin Wen Xianglong Liu Yanjun Wu 84 84 0 16 Aug 2021
Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition Taimur Hassan S. Akçay Bennamoun Salman Khan Naoufel Werghi 74 34 0 15 Jul 2021
Over-sampling De-occlusion Attention Network for Prohibited Items Detection in Noisy X-ray Images Renshuai Tao Yanlu Wei Hainan Li Aishan Liu Yifu Ding Haotong Qin Xianglong Liu 135 18 0 01 Mar 2021
An Enhanced Prohibited Items Recognition Model Tianze Rong Hongxiang Cai Yichao Xiong 19 1 0 24 Feb 2021
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
Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging S. Akçay T. Breckon 90 160 0 05 Jan 2020
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
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
An Approach for Adaptive Automatic Threat Recognition Within 3D Computed Tomography Images for Baggage Security Screening Qian Wang K. Ismail T. Breckon 37 17 0 25 Mar 2019