Edge-based live video analytics for drones

J Wang, Z Feng, Z Chen, SA George… - IEEE Internet …, 2019 - ieeexplore.ieee.org
Real-time video analytics on small autonomous drones poses several difficult challenges at
the intersection of wireless bandwidth, processing capacity, energy consumption, result …

Bandwidth-efficient live video analytics for drones via edge computing

J Wang, Z Feng, Z Chen, S George… - 2018 ieee/acm …, 2018 - ieeexplore.ieee.org
Real-time video analytics on small autonomous drones poses several difficult challenges at
the intersection of wireless bandwidth, processing capacity, energy consumption, result …

Democratizing Drone Autonomy via Edge Computing

M Bala, T Eiszler, X Chen, J Harkes… - 2023 IEEE/ACM …, 2023 - ieeexplore.ieee.org
Fully autonomous flight by low-cost, lightweight commercial off-the-shelf (COTS) drones
could transform many use cases involving real-time computer vision. We show how such …

Visage: Enabling timely analytics for drone imagery

S Jha, Y Li, S Noghabi, V Ranganathan… - Proceedings of the 27th …, 2021 - dl.acm.org
Analytics with three-dimensional imagery from drones are driving the next generation of
remote monitoring applications. Today, there is an unmet need in providing such analytics in …

Dynamic computation off-loading and control based on occlusion detection in drone video analytics

RR Ramisetty, C Qu, R Aktar, S Wang… - Proceedings of the 21st …, 2020 - dl.acm.org
Unmanned Aerial Vehicles (UAVs) or drones equipped with cameras are extensively used
in different scenarios such as surveillance of hazardous locations, disaster response and …

[HTML][HTML] AERO: AI-enabled remote sensing observation with onboard edge computing in UAVs

A Koubaa, A Ammar, M Abdelkader, Y Alhabashi… - Remote Sensing, 2023 - mdpi.com
Unmanned aerial vehicles (UAVs) equipped with computer vision capabilities have been
widely utilized in several remote sensing applications, such as precision agriculture …

Resource efficient edge computing infrastructure for video surveillance

PP Kumar, A Pal, K Kant - IEEE Transactions on Sustainable …, 2021 - ieeexplore.ieee.org
The emerging edge computing applications often use high definition cameras as edge
devices to capture video streams that need to be analyzed in real-time for situational …

Real-time video analytics: The killer app for edge computing

G Ananthanarayanan, P Bahl, P Bodík… - …, 2017 - ieeexplore.ieee.org
Video analytics will drive a wide range of applications with great potential to impact society.
A geographically distributed architecture of public clouds and edges that extend down to the …

DroneCOCoNet: Learning-based edge computation offloading and control networking for drone video analytics

C Qu, P Calyam, J Yu, A Vandanapu… - Future Generation …, 2021 - Elsevier
Abstract Multi-Unmanned Aerial Vehicle (UAV) systems with high-resolution cameras have
been found useful for operations such as smart city and disaster management. These …

Better never than late: Timely edge video analytics over the air

V Nigade, R Winder, H Bal, L Wang - … of the 19th ACM Conference on …, 2021 - dl.acm.org
Edge video analytics based on deep learning has become an important building block for
many modern intelligent applications such as mobile augmented reality and autonomous …