Automatic Detection of Visual Changes between X-Ray Images to Support Antifraud Customs Control at Ports - A Preliminary Study

Andrea Chezzi, Mattia Colucci, Radmila Gagić, Danilo Martino, Claudio Pascarelli, Adriana Pettinicchio
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Abstract

One of the goals of customs authorities is to identify, at borders, cargos that do not match their declaration, contain illegal items, or pose a hazard to society. Customs X-ray inspection procedures enable the detection of suspicious cargos and are an excellent support tool for customs officials. The ISACC project, funded under the Interreg IPA Cross-border Cooperation Italy-Albania-Montenegro Programme aims at developing a web platform that integrates data, coming from heterogeneous technologies and systems, in order to provide a rich information base supporting customs authorities during antifraud controls. In this paper, we propose a preliminary study, based on the SIFT algorithm, for the automatic detection of visual changes between scanner X-Ray images, that are part of this information base.
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自动侦测x光图像之间的视觉变化,以支援港口反欺诈海关管制-初步研究
海关当局的目标之一是在边境识别与申报不符的货物、含有非法物品或对社会构成危害的货物。海关x光检查程序可侦测可疑货物,是海关人员的极佳支援工具。ISACC项目由Interreg IPA跨界合作意大利-阿尔巴尼亚-黑山方案资助,目的是开发一个网络平台,整合来自不同技术和系统的数据,以便在反欺诈控制期间为海关当局提供丰富的信息库。在本文中,我们提出了一个基于SIFT算法的初步研究,用于自动检测扫描仪x射线图像之间的视觉变化,这是该信息库的一部分。
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