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217 Results Found

  • Article
  • Open Access
751 Views
19 Pages

TMRGBT-D2D: A Temporal Misaligned RGB-Thermal Dataset for Drone-to-Drone Target Detection

  • Hexiang Hao,
  • Yueping Peng,
  • Zecong Ye,
  • Baixuan Han,
  • Wei Tang,
  • Wenchao Kang,
  • Xuekai Zhang,
  • Qilong Li and
  • Wenchao Liu

10 October 2025

In the field of drone-to-drone detection tasks, the issue of fusing temporal information with infrared and visible light data for detection has been rarely studied. This paper presents the first temporal misaligned rgb-thermal dataset for drone-to-dr...

  • Article
  • Open Access
125 Citations
15,025 Views
16 Pages

Automatic Detection System of Deteriorated PV Modules Using Drone with Thermal Camera

  • Chris Henry,
  • Sahadev Poudel,
  • Sang-Woong Lee and
  • Heon Jeong

29 May 2020

In the last few decades, photovoltaic (PV) power station installations have surged across the globe. The output efficiency of these stations deteriorates with the passage of time due to multiple factors such as hotspots, shaded cell or module, short-...

  • Feature Paper
  • Article
  • Open Access
10 Citations
7,428 Views
25 Pages

Orthomosaicking Thermal Drone Images of Forests via Simultaneously Acquired RGB Images

  • Rudraksh Kapil,
  • Guillermo Castilla,
  • Seyed Mojtaba Marvasti-Zadeh,
  • Devin Goodsman,
  • Nadir Erbilgin and
  • Nilanjan Ray

19 May 2023

Operational forest monitoring often requires fine-detail information in the form of an orthomosaic, created by stitching overlapping nadir images captured by aerial platforms such as drones. RGB drone sensors are commonly used for low-cost, high-reso...

  • Article
  • Open Access
1,374 Views
20 Pages

18 June 2025

Urban thermal environment is directly linked to the health and comfort of local residents, as well as energy consumption. Drone-based thermal infrared image acquirement provides an efficient and flexible way of assessing urban heat distribution, ther...

  • Article
  • Open Access
5 Citations
4,891 Views
15 Pages

5 July 2020

Recently, there have been many types of research applying drones with a thermal camera to detect deteriorations in photovoltaic (PV) modules. A thermal camera can measure temperatures on the surface of PV modules and find the deteriorated area. Howev...

  • Feature Paper
  • Article
  • Open Access
770 Views
17 Pages

23 September 2025

This study investigates the influence of frame material on the thermal behavior of motors and mechanical performance in First Person View (FPV) drones operating under extreme payloads. Two identical 7-inch quadcopters were constructed, differing only...

  • Article
  • Open Access
3 Citations
4,282 Views
18 Pages

Drone-Based Visible–Thermal Object Detection with Transformers and Prompt Tuning

  • Rui Chen,
  • Dongdong Li,
  • Zhinan Gao,
  • Yangliu Kuai and
  • Chengyuan Wang

1 September 2024

The use of unmanned aerial vehicles (UAVs) for visible–thermal object detection has emerged as a powerful technique to improve accuracy and resilience in challenging contexts, including dim lighting and severe weather conditions. However, most...

  • Article
  • Open Access
9 Citations
4,175 Views
17 Pages

Camera Trap Methods and Drone Thermal Surveillance Provide Reliable, Comparable Density Estimates of Large, Free-Ranging Ungulates

  • Robert W. Baldwin,
  • Jared T. Beaver,
  • Max Messinger,
  • Jeffrey Muday,
  • Matt Windsor,
  • Gregory D. Larsen,
  • Miles R. Silman and
  • T. Michael Anderson

5 June 2023

Camera traps and drone surveys both leverage advancing technologies to study dynamic wildlife populations with little disturbance. Both techniques entail strengths and weaknesses, and common camera trap methods can be confounded by unrealistic assump...

  • Article
  • Open Access
6 Citations
2,100 Views
16 Pages

Application of MSVPC- 5G Multicast SDN Network Eminence Video Transmission in Drone Thermal Imaging for Solar Farm Monitoring

  • Thenmozhi Rajagopal,
  • Amutha Balakrishnan,
  • Sreeram Valsalakumar,
  • Thundil Karuppa Raj Rajagopal and
  • Senthilarasu Sundaram

8 December 2021

The impact of multimedia in day-to-day life and its applications will be increased greatly with the proposed model (MSVPC)–5G Multicast SDN network eminence video transmission obtained using PSO and cross layer progress in wireless nodes. The drone i...

  • Feature Paper
  • Article
  • Open Access
33 Citations
17,046 Views
15 Pages

5 February 2024

Infrared thermal imaging is useful for human body recognition for search and rescue (SAR) missions. This paper discusses thermal object tracking for SAR missions with a drone. The entire process consists of object detection and multiple-target tracki...

  • Article
  • Open Access
70 Citations
9,288 Views
23 Pages

The Potential of Drones and Sensors to Enhance Detection of Archaeological Cropmarks: A Comparative Study Between Multi-Spectral and Thermal Imagery

  • Paula Uribe Agudo,
  • Jorge Angás Pajas,
  • Fernando Pérez-Cabello,
  • Jaime Vicente Redón and
  • Beatriz Ezquerra Lebrón

29 August 2018

This paper presents experimentation carried out at the Roman Republican city of La Caridad (Teruel, Spain), where different tools have been applied to obtain multispectral and thermal aerial images to enhance detection of archaeological cropmarks. Tw...

  • Feature Paper
  • Article
  • Open Access
17 Citations
8,668 Views
13 Pages

Drone with Mounted Thermal Infrared Cameras for Monitoring Terrestrial Mammals

  • Hanne Lyngholm Larsen,
  • Katrine Møller-Lassesen,
  • Esther Magdalene Ellersgaard Enevoldsen,
  • Sarah Bøgh Madsen,
  • Maria Trier Obsen,
  • Peter Povlsen,
  • Dan Bruhn,
  • Cino Pertoldi and
  • Sussie Pagh

18 November 2023

This study investigates the use of a drone equipped with a thermal camera for recognizing wild mammal species in open areas and to determine the sex and age of red deer (Cervus elaphus) and roe deer (Capreolus capreoulus) in a 13 km2 moor in Denmark....

  • Article
  • Open Access
9 Citations
4,271 Views
18 Pages

7 July 2022

Thermal infrared imagery is very much gaining in importance in the diagnosis of energy losses in cultural heritage through non-destructive measurement methods. Hence, owing to the fact that it is a very innovative and, above all, safe solution, it is...

  • Article
  • Open Access
16 Citations
6,286 Views
23 Pages

Mapping Surface Features of an Alpine Glacier through Multispectral and Thermal Drone Surveys

  • Micol Rossini,
  • Roberto Garzonio,
  • Cinzia Panigada,
  • Giulia Tagliabue,
  • Gabriele Bramati,
  • Giovanni Vezzoli,
  • Sergio Cogliati,
  • Roberto Colombo and
  • Biagio Di Mauro

6 July 2023

Glacier surfaces are highly heterogeneous mixtures of ice, snow, light-absorbing impurities and debris material. The spatial and temporal variability of these components affects ice surface characteristics and strongly influences glacier energy and m...

  • Article
  • Open Access
7 Citations
2,572 Views
19 Pages

Evaluating Thermal Infrared Drone Flight Parameters on Spider Monkey Detection in Tropical Forests

  • Eduardo José Pinel-Ramos,
  • Filippo Aureli,
  • Serge Wich,
  • Steven Longmore and
  • Denise Spaan

30 August 2024

Geoffroy’s spider monkeys, an endangered, fast-moving arboreal primate species with a large home range and a high degree of fission–fusion dynamics, are challenging to survey in their natural habitats. Our objective was to evaluate how di...

  • Article
  • Open Access
7 Citations
2,968 Views
22 Pages

27 December 2024

The widespread growth of drone technology is generating new security paradigms, especially with regard to the unauthorized activities of UAVs in restricted or sensitive areas, as well as illegal and illicit activities or attacks. Among the various UA...

  • Technical Note
  • Open Access
2,025 Views
11 Pages

Using Night-Time Drone-Acquired Thermal Imagery to Monitor Flying-Fox Productivity—A Proof of Concept

  • Jessica Meade,
  • Eliane D. McCarthy,
  • Samantha H. Yabsley,
  • Sienna C. Grady,
  • John M. Martin and
  • Justin A. Welbergen

3 February 2025

Accurate and precise monitoring of species abundance is essential for determining population trends and responses to environmental change. Species, such as bats, that have slow life histories, characterized by extended lifespans and low reproductive...

  • Article
  • Open Access
1 Citations
2,451 Views
18 Pages

19 November 2024

Multi-rotor drones have expanded their range of applications, one of which being search and rescue (SAR) missions using infrared thermal imaging. This paper addresses thermal target tracking with track segment association (TSA) for SAR missions. Thre...

  • Feature Paper
  • Article
  • Open Access
19 Citations
7,691 Views
22 Pages

Drone-Based Hyperspectral and Thermal Imagery for Quantifying Upland Rice Productivity and Water Use Efficiency after Biochar Application

  • Hongxiao Jin,
  • Christian Josef Köppl,
  • Benjamin M. C. Fischer,
  • Johanna Rojas-Conejo,
  • Mark S. Johnson,
  • Laura Morillas,
  • Steve W. Lyon,
  • Ana M. Durán-Quesada,
  • Andrea Suárez-Serrano and
  • Stefano Manzoni
  • + 1 author

11 May 2021

Miniature hyperspectral and thermal cameras onboard lightweight unmanned aerial vehicles (UAV) bring new opportunities for monitoring land surface variables at unprecedented fine spatial resolution with acceptable accuracy. This research applies hype...

  • Feature Paper
  • Article
  • Open Access
4 Citations
4,191 Views
13 Pages

Evaluating the Use of a Thermal Sensor to Detect Small Ground-Nesting Birds in Semi-Arid Environments during Winter

  • J. Silverio Avila-Sanchez,
  • Humberto L. Perotto-Baldivieso,
  • Lori D. Massey,
  • J. Alfonso Ortega-S.,
  • Leonard A. Brennan and
  • Fidel Hernández

15 February 2024

Aerial wildlife surveys with fixed-wing airplanes and helicopters are used more often than on-the-ground field surveys to cover areas that are both extensive and often inaccessible. Drones with high-resolution thermal sensors are being widely accepte...

  • Technical Note
  • Open Access
17 Citations
5,705 Views
7 Pages

Thermal Airborne Optical Sectioning

  • Indrajit Kurmi,
  • David C. Schedl and
  • Oliver Bimber

13 July 2019

We apply a multi-spectral (RGB and thermal) camera drone for synthetic aperture imaging to computationally remove occluding vegetation for revealing hidden objects, as required in archeology, search-and-rescue, animal inspection, and border control a...

  • Article
  • Open Access
18 Citations
3,931 Views
22 Pages

24 February 2022

The coupling of drones and IoT is a major topics in academia and industry since it significantly contributes towards making human life safer and smarter. Using drones is seen as a robust approach for mobile remote sensing operations, such as search-a...

  • Feature Paper
  • Article
  • Open Access
2 Citations
4,274 Views
22 Pages

16 August 2020

Thermal effects of wing color for Albatross-inspired drones performing in the Martian atmosphere are investigated during the summer and winter seasons. This study focuses on two useful consequences of the thermal effects of wing color: the drag reduc...

  • Feature Paper
  • Article
  • Open Access
11 Citations
3,983 Views
19 Pages

6 November 2023

Wildlife abundance surveys are important tools for making decisions regarding nature conservation and management. Cryptic and nocturnal mammals can be difficult to monitor, and methods to obtain more accurate data on density and population trends of...

  • Article
  • Open Access
20 Citations
4,795 Views
19 Pages

5 October 2021

This paper presents improved methods to detect cracks and thermal leakage in building envelopes using unmanned aerial vehicles (UAV) (i.e., drones) with video camcorders and/or infrared cameras. Three widely used contour detectors of Sobel, Laplacian...

  • Abstract
  • Open Access
1 Citations
1,241 Views
3 Pages

Miniature drones for indoor use and stationary sensor nodes have been equipped with thermal imaging and sensors for temperature, humidity, and relevant gas components to enable preventive analysis of indoor environments in order to identify pre-fire...

  • Article
  • Open Access
4 Citations
2,439 Views
12 Pages

Towards an Innovative Sensor in Smart Capsule for Aerial Drones for Blood and Blood Component Delivery

  • Rongrong Liu,
  • Giorgio Pitruzzello,
  • Mafalda Rosa,
  • Antonella Battisti,
  • Chiara Cerri and
  • Giuseppe Tortora

3 October 2022

Aerial drone technology is currently being investigated worldwide for the delivery of blood components. Although it has been demonstrated to be safe, the delivered medical substances still need to be analyzed at the end of the flight mission to asses...

  • Article
  • Open Access
14 Citations
4,161 Views
32 Pages

16 July 2021

A new method and workflow to assess outdoor thermal comfort and thermal stress in urban areas is developed. The new methodology is applied to a case of an urban quarter in the city of Graz. The method recognises the significance of detailed and accur...

  • Data Descriptor
  • Open Access
1,599 Views
12 Pages

An Open Database of the Internal and Surface Temperatures of a Reinforced-Concrete Slab-on-I-Beam Section

  • Pedro Cavadia,
  • José M. Benjumea,
  • Oscar Begambre,
  • Edison Osorio and
  • María A. Mantilla

4 February 2025

Due to climate change, the temperature monitoring of reinforced-concrete (RC) structures is becoming critical for preventive maintenance and extending their lifespan. Significant temperature variations in RC elements can affect their natural frequenc...

  • Article
  • Open Access
1 Citations
1,887 Views
22 Pages

Vegetation Type Preferences in Red Deer (Cervus elaphus) Determined by Object Detection Models

  • Annika Fugl,
  • Lasse Lange Jensen,
  • Andreas Hein Korsgaard,
  • Cino Pertoldi and
  • Sussie Pagh

26 September 2024

This study investigates the possibility of utilising a drone equipped with a thermal camera to monitor the spatial distribution of red deer (Cervus elaphus) and to determine their behavioural patterns, as well as preferences for vegetation types in a...

  • Article
  • Open Access
35 Citations
7,218 Views
18 Pages

IR Thermography from UAVs to Monitor Thermal Anomalies in the Envelopes of Traditional Wine Cellars: Field Test

  • Juan Ortiz-Sanz,
  • Mariluz Gil-Docampo,
  • Marcos Arza-García and
  • Ignacio Cañas-Guerrero

14 June 2019

Infrared thermography (IRT) techniques for building inspection are currently becoming increasingly popular as non-destructive methods that provide valuable information about surface temperature (ST) and ST contrast (delta-T). With the advent of unman...

  • Article
  • Open Access
17 Citations
5,505 Views
17 Pages

20 July 2021

Infrared (IR) thermal imaging can detect the warm temperature of the human body regardless of the light conditions, thus small drones equipped with the IR thermal camera can be utilized to recognize human activity for smart surveillance, road safety,...

  • Article
  • Open Access
64 Citations
8,334 Views
18 Pages

20 July 2019

Urbanization and climate change are driving increases in urban land surface temperatures that pose a threat to human and environmental health. To address this challenge, we must be able to observe land surface temperatures within spatially complex ur...

  • Article
  • Open Access
2 Citations
1,509 Views
28 Pages

The Use of BIM Models and Drone Flyover Data in Building Energy Efficiency Analysis

  • Agata Muchla,
  • Małgorzata Kurcjusz,
  • Maja Sutkowska,
  • Raquel Burgos-Bayo,
  • Eugeniusz Koda and
  • Anna Stefańska

20 June 2025

Building information modeling (BIM) and thermal imaging from drone flyovers present innovative opportunities for enhancing building energy efficiency. This study examines the integration of BIM models with thermal data collected using unmanned aerial...

  • Article
  • Open Access
913 Views
21 Pages

Elevation Models, Shadows, and Infrared: Integrating Datasets for Thermographic Leak Detection

  • Loran Call,
  • Remington Dasher,
  • Ying Xu,
  • Andy W. Johnson,
  • Zhongwang Dou and
  • Michael Shafer

11 July 2025

Underground cast-in-place pipes (CIPP, Diameter of 2’–5’) are used to transport water for the Phoenix, AZ area. These pipes have developed leaks due to their age and changes in the environment, resulting in a significant waste of wa...

  • Article
  • Open Access
63 Citations
11,108 Views
21 Pages

20 February 2020

While archaeologists have long understood that thermal and multi-spectral imagery can potentially reveal a wide range of ancient cultural landscape features, only recently have advances in drone and sensor technology enabled us to collect these data...

  • Article
  • Open Access
1,513 Views
17 Pages

Addressing Increased Temperatures in Cities: Determination of Pedestrian Routes with Thermal Comfort in Barranquilla, Colombia

  • Hernando José Bolívar-Anillo,
  • Shersy Vega Benites,
  • Giovanna Reyes Almeida,
  • Samuel de Jesús Ortega Llanos,
  • Valentina Taba-Charris,
  • Keyla Andrea Acuña-Ruiz,
  • Byron Standly Reales Vargas,
  • Paula Fernanda Chapuel Aguillón,
  • Hernando Sánchez Moreno and
  • María Auxiliadora Iglesias-Navas
  • + 1 author

5 June 2025

Thermal stress due to high temperatures has different negative effects on citizens as it generates a decrease in physical capacity and causes cardiovascular and respiratory alterations, which is especially true for pedestrians. In this paper, using a...

  • Technical Note
  • Open Access
49 Citations
15,551 Views
14 Pages

Requirements and Limitations of Thermal Drones for Effective Search and Rescue in Marine and Coastal Areas

  • Claire Burke,
  • Paul R. McWhirter,
  • Josh Veitch-Michaelis,
  • Owen McAree,
  • Harry A.G. Pointon,
  • Serge Wich and
  • Steve Longmore

14 October 2019

Search and rescue (SAR) is a vital line of defense against unnecessary loss of life. However, in a potentially hazardous environment, it is important to balance the risks associated with SAR action. Drones have the potential to help with the efficien...

  • Article
  • Open Access
1,032 Views
16 Pages

29 October 2024

Longwave radiation is a crucial factor affecting human thermal comfort and thermal stress, especially in outdoor spaces in summer, owing to the vast effect of longwave radiation emitted from high-heated asphalt roads, building walls, and automobiles....

  • Feature Paper
  • Article
  • Open Access
6 Citations
3,659 Views
29 Pages

20 July 2021

Assessing the optimal placement and design of a large-scale high temperature energy storage system in crystalline bedrock is a challenging task. This study applies and evaluates various methods and strategies for pre-site investigation for a potentia...

  • Review
  • Open Access
32 Citations
6,121 Views
17 Pages

14 December 2020

In wildlife biology, it is important to conduct efficient observations and quantitative monitoring of wild animals. Conventional wildlife monitoring mainly relies on direct field observations by the naked eyes or through binoculars, on-site image acq...

  • Article
  • Open Access
25 Citations
11,244 Views
16 Pages

Thermal-Drones as a Safe and Reliable Method for Detecting Subterranean Peat Fires

  • Claire Burke,
  • Serge Wich,
  • Kitso Kusin,
  • Owen McAree,
  • Mark E. Harrison,
  • Bernat Ripoll,
  • Yunsiska Ermiasi,
  • Margarita Mulero-Pázmány and
  • Steve Longmore

27 February 2019

Underground peat fires are a major hazard to health and livelihoods in Indonesia, and are a major contributor to carbon emissions globally. Being subterranean, these fires can be difficult to detect and track, especially during periods of thick haze...

  • Article
  • Open Access
3 Citations
7,657 Views
14 Pages

Enhancing Wildlife Detection Using Thermal Imaging Drones: Designing the Flight Path

  • Byungwoo Chang,
  • Byungmook Hwang,
  • Wontaek Lim,
  • Hankyu Kim,
  • Wanmo Kang,
  • Yong-Su Park and
  • Dongwook W. Ko

13 January 2025

Thermal imaging drones have transformed wildlife monitoring by facilitating the efficient and noninvasive monitoring of animal populations across large areas. In this study, an optimized flight path design was developed for monitoring wildlife on Gul...

  • Article
  • Open Access
13 Citations
7,046 Views
13 Pages

Using Drones with Thermal Imaging to Estimate Population Counts of European Hare (Lepus europaeus) in Denmark

  • Peter Povlsen,
  • Anne Cathrine Linder,
  • Hanne Lyngholm Larsen,
  • Petar Durdevic,
  • Daniel Ortiz Arroyo,
  • Dan Bruhn,
  • Cino Pertoldi and
  • Sussie Pagh

21 December 2022

Drones equipped with thermal cameras have recently become readily available, broadening the possibilities for monitoring wildlife. The European hare (Lepus europaeus) is a nocturnal mammal that is closely monitored in Denmark due to populations decli...

  • Article
  • Open Access
72 Citations
16,779 Views
19 Pages

Thermal Infrared Imaging from Drones Offers a Major Advance for Spider Monkey Surveys

  • Denise Spaan,
  • Claire Burke,
  • Owen McAree,
  • Filippo Aureli,
  • Coral E. Rangel-Rivera,
  • Anja Hutschenreiter,
  • Steve N. Longmore,
  • Paul R. McWhirter and
  • Serge A. Wich

11 April 2019

Accurate and precise population estimates form the basis of conservation action but are lacking for many arboreal species due to the high costs and difficulty in surveying these species. Recently, researchers have started to use drones to obtain data...

  • Feature Paper
  • Article
  • Open Access
34 Citations
7,470 Views
13 Pages

27 May 2020

Advances in drone technology have given rise to much interest in the use of drone-mounted thermal imagery in wildlife monitoring. This research tested the feasibility of monitoring large mammals in an urban environment and investigated the influence...

  • Article
  • Open Access
29 Citations
10,430 Views
20 Pages

Solar Photovoltaic Hotspot Inspection Using Unmanned Aerial Vehicle Thermal Images at a Solar Field in South India

  • Umesh Pruthviraj,
  • Yashwant Kashyap,
  • Effrosyni Baxevanaki and
  • Panagiotis Kosmopoulos

2 April 2023

The sun is an abundant source of energy, and solar energy has been at the forefront of the renewable energy sector for years. A way to convert it into electricity is by the use of solar cells. Multiple solar cells, connected to each other, create sol...

  • Article
  • Open Access
8 Citations
3,349 Views
21 Pages

26 September 2023

Many birds in the natural world are capable of engaging in sustained soaring within thermal updrafts for extended periods without flapping their wings. Autonomous soaring has the potential to greatly improve both the range and endurance of small dron...

  • Article
  • Open Access
3 Citations
3,381 Views
19 Pages

23 February 2024

This paper analyses the efficiency of thermal infrared (TIR) systems during night search operations under specific weather conditions, with a focus on determining the maximum operating altitude of the drone. The drone used in the research (DJI Matric...

  • Article
  • Open Access
27 Citations
5,428 Views
18 Pages

In this research, drones were used to capture thermal images and detect different types of failure of solar modules, and MATLAB® image analysis was also conducted to evaluate the health of the solar modules. The processes included image acquisiti...

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