Title : Camera Arrays for Large Scale Surveillance
link : Camera Arrays for Large Scale Surveillance
Camera Arrays for Large Scale Surveillance
From the journal Light Science and Applications, in a paper titled "A modular hierarchical array camera" X. Yuan et al. write:
Abstract: Array cameras removed the optical limitations of a single camera and paved the way for high-performance imaging via the combination of micro-cameras and computation to fuse multiple aperture images. However, existing solutions use dense arrays of cameras that require laborious calibration and lack flexibility and practicality. Inspired by the cognition function principle of the human brain, we develop an unstructured array camera system that adopts a hierarchical modular design with multiscale hybrid cameras composing different modules. Intelligent computations are designed to collaboratively operate along both intra- and intermodule pathways. This system can adaptively allocate imagery resources to dramatically reduce the hardware cost and possesses unprecedented flexibility, robustness, and versatility. Large scenes of real-world data were acquired to perform human-centric studies for the assessment of human behaviours at the individual level and crowd behaviours at the population level requiring high-resolution long-term monitoring of dynamic wide-area scenes.
Given the potential applications shown (large scale surveillance), it is quite intriguing that the "Ethics Declaration" section of this paper is empty.
Open access link: https://www.nature.com/articles/s41377-021-00485-x
See also: https://image-sensors-world.blogspot.com/2022/06/surveillance-market-and-smartsens.html
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