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Data collected at Hurricane Ian (2022) quantifies the demands that small uncrewed aerial systems (UAS), or drones, place on the network communication infrastructure and identifies gaps in the field. Drones have been increasingly used since…

Robotics · Computer Science 2023-09-06 Thomas Manzini , Robin Murphy , David Merrick , Justin Adams

The domain of public safety in the form of search \& rescue, wildland firefighting, structure firefighting, and law enforcement operations have drawn great interest in the field of aerospace engineering, human-robot teaming, autonomous…

Human-Computer Interaction · Computer Science 2022-07-19 Hunter Ray , Ryan Singer , Nisar Ahmed

This document presents the Center for Robot Assisted Search And Rescue - Uncrewed Aerial Systems - Disaster Response Overhead Inspection Dataset (CRASAR-U-DROIDs) for building damage assessment and spatial alignment collected from small…

Computer Vision and Pattern Recognition · Computer Science 2024-07-31 Thomas Manzini , Priyankari Perali , Raisa Karnik , Robin Murphy

This paper details four principal challenges encountered with machine learning (ML) damage assessment using small uncrewed aerial systems (sUAS) at Hurricanes Debby and Helene that prevented, degraded, or delayed the delivery of data…

Robotics · Computer Science 2025-06-23 Thomas Manzini , Priyankari Perali , Robin R. Murphy , David Merrick

This paper presents the largest known benchmark dataset for road damage assessment and road alignment, and provides 18 baseline models trained on the CRASAR-U-DRIODs dataset's post-disaster small uncrewed aerial systems (sUAS) imagery from…

Computer Vision and Pattern Recognition · Computer Science 2025-12-16 Thomas Manzini , Priyankari Perali , Raisa Karnik , Robin R. Murphy

Drowning is an omnipresent risk associated with any activity on or in the water, and rescuing a drowning person is particularly challenging because of the time pressure, making a short response time important. Further complicating water…

Computer Vision and Pattern Recognition · Computer Science 2026-04-21 Sascha Emanuel Zell , Toni Schneidereit , Armin Fügenschuh , Michael Breuß

Recent applications of unmanned aerial systems (UAS) to precision agriculture have shown increased ease and efficiency in data collection at precise remote locations. However, further enhancement of the field requires operation over long…

This paper presents the first AI/ML system for automating building damage assessment in uncrewed aerial systems (sUAS) imagery to be deployed operationally during federally declared disasters (Hurricanes Debby and Helene). In response to…

Computer Vision and Pattern Recognition · Computer Science 2025-12-16 Thomas Manzini , Priyankari Perali , Robin R. Murphy

Small unmanned aircraft systems (sUAS) are becoming prominent components of many humanitarian assistance and disaster response (HADR) operations. Pairing sUAS with onboard artificial intelligence (AI) substantially extends their utility in…

Computer Vision and Pattern Recognition · Computer Science 2022-01-26 Daniel Davila , Joseph VanPelt , Alexander Lynch , Adam Romlein , Peter Webley , Matthew S. Brown

Hurricane Ian is the deadliest and costliest hurricane in Florida's history, with 2.5 million people ordered to evacuate. As we witness increasingly severe hurricanes in the context of climate change, mobile device location data offers an…

Computational Engineering, Finance, and Science · Computer Science 2024-07-23 Luyu Liu , Xiaojian Zhang , Shangkun Jiang , Xilei Zhao

Wildfires represent an important natural risk causing economic losses, human death and important environmental damage. In recent years, we witness an increase in fire intensity and frequency. Research has been conducted towards the…

Robotics · Computer Science 2021-03-08 Moulay A. Akhloufi , Nicolas A. Castro , Andy Couturier

The number of daily small Unmanned Aircraft Systems (sUAS) operations in uncontrolled low altitude airspace is expected to reach into the millions. UAS Traffic Management (UTM) is an emerging concept aiming at the safe and efficient…

Systems and Control · Computer Science 2019-02-18 Ziyi Zhao , Chen Luo , Jin Zhao , Qinru Qiu , M. Cenk Gursoy , Carlos Caicedo , Franco Basti

Small teams in the field can benefit from the capabilities provided by small Uncrewed Aerial Systems (sUAS) for missions such as reconnaissance, hostile attribution, remote emplacement, and search and rescue. The mobility, communications,…

Robotics · Computer Science 2023-01-30 Keegan Quigley , Virginia Goodwin , Luis Alvarez , Justin Yao , Yousef Salaman Maclara

This work presents the first quantitative study of alignment errors between small uncrewed aerial systems (sUAS) georectified imagery and a priori building polygons and finds that alignment errors are non-uniform and irregular, which…

Computer Vision and Pattern Recognition · Computer Science 2025-06-23 Thomas Manzini , Priyankari Perali , Raisa Karnik , Mihir Godbole , Hasnat Abdullah , Robin Murphy

Many unmanned aerial vehicle surveillance and monitoring applications require observations at precise locations over long periods of time, ideally days or weeks at a time (e.g. ecosystem monitoring), which has been impractical due to…

Robotics · Computer Science 2018-10-16 Christian Brommer , Danylo Malyuta , Daniel Hentzen , Roland Brockers

In this paper, we explore the application of Unmanned Aerial Vehicles (UAVs) in maritime search and rescue (mSAR) missions, focusing on medium-sized fixed-wing drones and quadcopters. We address the challenges and limitations inherent in…

Robotics · Computer Science 2024-03-22 Martin Messmer , Benjamin Kiefer , Leon Amadeus Varga , Andreas Zell

As unmanned aircraft systems (UASs) continue to integrate into the U.S. National Airspace System (NAS), there is a need to quantify the risk of airborne collisions between unmanned and manned aircraft to support regulation and standards…

Distributed, Parallel, and Cluster Computing · Computer Science 2021-03-10 Andrew Weinert , Ngaire Underhill , Bilal Gill , Ashley Wicks

Small Unmanned Aircraft Systems (sUAS) will be an important component of the smart city and intelligent transportation environments of the near future. The demand for sUAS related applications, such as commercial delivery and land…

Multiagent Systems · Computer Science 2020-02-28 Zhao Jin , Ziyi Zhao , Chen Luo , Franco Basti , Adrian Solomon , M. Cenk Gursoy , Carlos Caicedo , Qinru Qiu

With the number of small Unmanned Aircraft Systems (sUAS) in the national airspace projected to increase in the next few years, there is growing interest in a traffic management system capable of handling the demands of this aviation…

Robotics · Computer Science 2019-11-07 Andrew W. Berning , Anouck Girard , Ilya Kolmanovsky , Sarah N. D'Souza

The purpose of this paper is to develop an unmanned aerial vehicle (UAV) using a quadcopter with the capability of video surveillance, map coordinates, a deployable parachute with a medicine kit or a food pack as a payload, a collision…

Computers and Society · Computer Science 2023-08-30 Manuel Luis C. Delos Santos , Jerum B. Dasalla , Jomar C. Feliciano , Dustin Red B. Cabatay
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