DocumentCode :
2771732
Title :
Measuring visual abilities and visual knowledge of aviation security screeners
Author :
Schwaninger, Adrian ; Hardmeier, Diana ; Hofer, Franziska
Author_Institution :
Dept. of Psychol., Zurich Univ., Switzerland
fYear :
2004
fDate :
11-14 Oct. 2004
Firstpage :
258
Lastpage :
264
Abstract :
A central aspect of airport security is reliable detection of forbidden objects in passenger bags using X-ray screening equipment. Human recognition involves visual processing of the X-ray image and matching items with object representations stored in visual memory. Thus, without knowing which objects are forbidden and what they look like, prohibited items are difficult to recognize (aspect of visual knowledge). In order to measure whether a screener has acquired the necessary visual knowledge, we have applied the prohibited items test (PIT). This test contains different forbidden items according to international prohibited items lists. The items are placed in X-ray images of passenger bags so that the object shapes can be seen relatively well. Since all images can be inspected for 10 seconds, failing to recognize a threat item can be mainly attributed to a lack of visual knowledge. The object recognition test (ORT) is more related to visual processing and encoding. Three image-based factors can be distinguished that challenge different visual processing abilities. First, depending on the rotation within a bag, an object can be more or less difficult to recognize (effect of viewpoint). Second, prohibited items can be more or less superimposed by other objects, which can impair detection performance (effect of superposition). Third, the number and type of other objects in a bag can challenge visual search and processing capacity (effect of bag complexity). The ORT has been developed to measure how well screeners can cope with these image-based factors. This test contains only guns and knives, placed into bags in different views with different superposition and complexity levels. Detection performance is determined by the ability of a screener to detect threat items despite rotation, superposition and bag complexity. Since the shapes of guns and knives are usually known well even by novices, the aspect of visual threat object knowledge is of minor importance in this test.
Keywords :
X-ray imaging; airports; object recognition; performance evaluation; security; X-ray imaging; X-ray screening equipment; airport security; aviation security screeners; bag complexity effect; human recognition; international prohibited items lists; items matching; object knowledge; object recognition test; prohibited items test; visual ability measurement; visual knowledge measurement; visual memory; visual processing; visual search; visual threat; Airports; Guns; Image recognition; Object detection; Security; Shape; Testing; X-ray detection; X-ray detectors; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Security Technology, 2004. 38th Annual 2004 International Carnahan Conference on
Print_ISBN :
0-7803-8506-3
Type :
conf
DOI :
10.1109/CCST.2004.1405402
Filename :
1405402
Link To Document :
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