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Increasing X-ray image interpretation competency of cargo security screeners
Authors:Stefan Michel  Marcia Mendes  Jaap C de Ruiter  Ger CM Koomen  Adrian Schwaninger
Affiliation:1. School of Applied Psychology, University of Applied Sciences and Arts Northwestern Switzerland (FHNW), Riggenbachstrasse 16, 4600 Olten, Switzerland;2. Center for Adaptive Security Research and Applications (CASRA), Thurgauerstrasse 39, 8050 Zürich, Switzerland;3. Netherlands Organization for Applied Scientific Research (TNO), Lange Kleiweg 137, Rijswijk, The Netherlands;4. Dutch Customs, Kingsfordweg 1, 1043 GN, Amsterdam, The Netherlands
Abstract:X-ray screening of containers and unit load devices in the area of cargo shipping is becoming an essential and common feature at ports and airports all over the world. The detection of prohibited items in X-ray images is a challenging task for screening officers as they need to know which items are prohibited and what they look like in X-ray images. The main aim of this study was to investigate whether X-ray image interpretation competency of cargo security screeners can be increased by computer-based training. More specifically, effects of training were investigated by conducting tests before training started and after approximately three months of training. Moreover, it was examined whether viewing X-ray images in pseudo color would lead to a better detection performance compared to when X-ray images are shown in greyscale. Recurrent computer-based training resulted in large performance increases after three months. No significant difference in detection performance could be found for tests when using X-ray images in greyscale vs. pseudo color.
Keywords:Airport security  Cargo security screening  X-ray screening  Human factors  Object recognition  Detection performance
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