Conclusions and Outlook

Lewis, Peter R.; Platzner, Marco; Rinner, Bernhard; Tørresen, Jim; Yao, Xin

doi:10.1007/978-3-319-39675-0_15

Cited by 2 publications

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“…However, when networked, they can cooperate in order to carry out more complex tasks and achieve collective goals [13,14,27,36,46]. As with other types of cyber-physical system, more recently, self-awareness [24,29] has been introduced in smart cameras, enabling them to reason about their own behaviour, and adapt accordingly in changing environments [15,42].…”

Section: Current Practicementioning

confidence: 99%

The Future of Camera Networks

Esterle

Lewis

McBride³

et al. 2017

Proceedings of the 11th International Conference on Distributed Smart Cameras

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Camera networks become smart when they can interpret video data on board, in order to carry out tasks as a collective, such as target tracking and (re-)identification of objects of interest. Unlike today's deployments, which are mainly restricted to lab settings and highly controlled high-value applications, future smart camera networks will be messy and unpredictable. They will operate on a vast scale, drawing on mobile resources connected in networks structured in complex and changing ways. They will comprise heterogeneous and decentralised aggregations of visual sensors, which will come together in temporary alliances, in unforeseen and rapidly unfolding scenarios. The potential to include and harness citizen-contributed mobile streaming, body-worn video, and robotmounted cameras, alongside more traditional fixed or PTZ cameras, and supported by other non-visual sensors, leads to a number of difficult and important challenges. In this position paper, we discuss a variety of potential uses for such complex smart camera networks, and some of the challenges that arise when staying smart in the presence of such complexity. We present a general discussion on the challenges of heterogeneity, coordination, self-reconfigurability, mobility, and collaboration in camera networks. KEYWORDSfuture camera networks, surveillance, mobile smart cameras, body worn cameras, humans in the loop, distributed control ACM Reference format:

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Section: Current Practicementioning

confidence: 99%

The Future of Camera Networks

Esterle

Lewis

McBride³

et al. 2017

Proceedings of the 11th International Conference on Distributed Smart Cameras

Self Cite

View full text Add to dashboard Cite

show abstract

“…Having such large number of devices in the near future requires us to develop approaches which allow the individual devices operate autonomously without the interaction of an operator. This includes self-localization, self-organization, selfidentification, self-configuration, self-healing, self-optimization, and self-aware capabilities [18][19][20][21]. While the individual device may only have very limited capabilities, in combination with other devices the system is expected to exhibit a more rational behavior.…”

Section: Smartnessmentioning

confidence: 99%

Cyber-physical systems: challenge of the 21st century

Esterle

Grosu

2016

Elektrotech. Inftech.

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Conclusions and Outlook

Cited by 2 publications

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The Future of Camera Networks

The Future of Camera Networks

Cyber-physical systems: challenge of the 21st century

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