Quality control of geological voxel models using experts' gaze

نویسندگان

  • Peter-Paul van Maanen
  • Freek S. Busschers
  • Anne-Marie Brouwer
  • Michiel J. van der Meulen
  • Jan B. F. van Erp
چکیده

Due to an expected increase in geological voxel model data-flow and user demands, the development of improved quality control for such models is crucial. This study explores the potential of a new type of quality control that improves the detection of errors by just using gaze behavior of 12 geological experts. Gaze is used as input for an attention model that results in attended areas on sliced representations of part of a geological voxel model. We compared attended areas to errors as manually marked by the experts. We found a clear match between manually marked errors and attended areas as determined using gaze. We also found that a large proportion of this match is reached within a small amount of total viewing time.

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عنوان ژورنال:
  • Computers & Geosciences

دوره 76  شماره 

صفحات  -

تاریخ انتشار 2015