Cost Factors in Scaling in SfM Collections and Processing Solutions

Abstract:

In this talk I will discuss the economics of scaling Structure from Motion (SfM)-style collections from 1 km² and below to 100’s and 1000’s of square kilometers. Considerations include the costs of the technical equipment: comparisons of small, medium, and large-format camera systems, as well as various GPS-INS systems and their impact on processing accuracy for various Ground Sampling Distances. Tradeoffs between camera formats and flight time are central. Weather conditions and planning high altitude versus low altitude flights are another economic factor, particularly in areas of persistently bad weather and in areas where ground logistics (i.e. hotel rooms and pilot incidentals) are expensive. Unique costs associated with UAS collections and experimental payloads will be discussed. Finally, the costs of equipment and labor differs in SfM processing than in conventional orthomosaic and LiDAR processing. There are opportunities for ‘economies of scale’ in SfM collections under certain circumstances but whether the accuracy specifications are firm/fixed or ‘best effort’ makes a difference.