Optimisation of change detection method Sample Clauses

Optimisation of change detection method. In the preceding experiment the ‘feature’ is always a in the form of a defect from a standard cork tile. However, when considering change detection within iMars imagery, each pair of co-registered images presented to a citizen scientist are likely to depict fairly widely differing terrain. Thus, we require an additional stage of processing, not just feature identification but a prior stage of change detection. Within the experimental platform we have developed using the Zooniverse Panoptes system, two options (and one variant) were generated. In our earlier literature review (D7.1) we identified that flicker was a promising option as a change detection technique as a change creates motion in the visual field orienting the observer to the source. However, it might also be the case that this mode of presentation would be perceived as irritating and citizen scientists might instead do better to compare images simply side-by-side. An additional potential option to this, identified through feedback from a pilot experiment, was that participants might prefer to manually control the flicker rate themselves. More critically, it might simply be the case that the task is impossible, however presented, to complete. Hitherto our analysis of the viability of change detection was based on small pilot and we extended this to compare the three options with actual Mars imagery.
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