A Preliminary Study on Optimal Placement of Cameras
Lin Xu
TL;DR
This paper investigates optimal camera placement strategies to maximize coverage and utilization, simplifying the problem to coverage maximization under camera constraints.
Contribution
It introduces a framework for analyzing camera poses and coverage to determine optimal placement for maximum sensor utilization.
Findings
Defined the coverage problem with camera capabilities and limits
Analyzed camera poses for optimal arrangement
Proposed a method to maximize coverage with minimal sensors
Abstract
This paper primarily focuses on figuring out the best array of cameras, or visual sensors, so that such a placement enables the maximum utilization of these visual sensors. Maximizing the utilization of these cameras can convert to another problem that is simpler for the formulation, that is, maximizing the total coverage with these cameras. To solve the problem, the coverage problem is first defined subject to the capabilities and limits of cameras. Then, poses of cameras are analyzed for the best arrangement.
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Taxonomy
TopicsComputational Geometry and Mesh Generation · Robotics and Sensor-Based Localization · Advanced Vision and Imaging