Journal
7TH INTERNATIONAL WORKSHOP LOWCOST 3D - SENSORS, ALGORITHMS, APPLICATIONS
Volume 48-2, Issue W1, Pages 137-143Publisher
COPERNICUS GESELLSCHAFT MBH
DOI: 10.5194/isprs-archives-XLVIII-2-W1-2022-137-2022
Keywords
Low cost; Sensors; Point Clouds; Data analysis; lidar; camera; IMU; GNSS
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The question of using high-cost sensors in low-cost sensor research is paradoxical. This article explores the reason behind the usefulness and criticality of high-cost sensors in such research, offering examples and discussing limitations.
The question is highly topical in the world that is aiming to acclaim more efficiency through an omnipresence of sensors. The implication of the omnipresence of sensors clearly is that most of these sensors will be of the low-cost type. Hence, there is a call for research utilizing low-cost sensors. However, paradoxically, it often makes sense to use high-cost sensors to do this research. Here, we open up this apparent paradox and argue why high-cost sensors are not only greatly useful but also critically required in low-cost sensor research. We offer different examples that support this argument but discuss also limitations and cases where the argument does not hold.
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