Publication | Closed Access
Computer-Based Training Increases Efficiency in X-Ray Image Interpretation by Aviation Security Screeners
93
Citations
12
References
2007
Year
Unknown Venue
Artificial IntelligenceTraining SystemEngineeringMachine LearningSafety ScienceX-ray CatAviation Security ScreenersX-ray ImagingImage AnalysisPattern RecognitionX-ray ScreeningRadiologyHealth SciencesMachine VisionMedical ImagingX-ray Image InterpretationAutomatic Target RecognitionComputer EngineeringComputer ScienceDigital ImagingMedical Image ComputingRadiographic ImagingComputer VisionEye TrackingTechnologyBomb Damage Assessment
X-Ray screening of passenger bags is an essental component of airport security. Large investments into technology have been made in recent years. However, the most expensive equipment is of limited value, if the humans who operate it are not selected and trained appropriately. Scientific studies have shown that human performance in x-ray image interpretation depends critically on individual abilites and visual knowledge acquired through experience on the job and training. The aim of this study was to investigate the effect of adaptive computer-based training for increasing the detection of guns, knives, improvised explosive devices (IEDs), and other prohibited items. 97 airport security screeners of a European airport participated in this study. At the beginning of the project, all airport security screeners conducted the X-Ray Competency Assessment Test (X-Ray CAT). Thereupon they received adapfive computer-based training (CBT) for about 4 months. Then they conducted the X-Ray CAT the second time in the middle of the project This was followed by about 4 months of CBT and a third test with X-Ray CAT at the end of the project. The goal was that each screener conducts at least one 20 minute training session per week. Substantial increases of detection performance were found as a result of training, which depended on the threat category (guns, IEDs, knives and other prohibited items). The largest training effects were found for IEDs.
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