Evaluation of a Dual Convolutional Neural Network Architecture for Object-wise Anomaly Detection in Cluttered X-ray Security Imagery

10 Apr 2019 • Yona Falinie A. Gaus • Neelanjan Bhowmik • Samet Akçay • Paolo M. Guillen-Garcia • Jack W. Barker • Toby P. Breckon

X-ray baggage security screening is widely used to maintain aviation and transport security. Of particular interest is the focus on automated security X-ray analysis for particular classes of object such as electronics, electrical items, and liquids... (read more)

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Evaluation results from the paper

 SOTA for Object Detection on SIXray (using extra training data)

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Task Dataset Model Metric name Metric value Global rank Uses extra
training data
Object Detection SIXray YOLO 1 in 10 [email protected] x # 1