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Real-Time Object Detection Based on UAV Remote Sensing: A Systematic Literature Review

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/dac.5334openalex-snapshot

Lightweight unmanned aerial vehicle video object detection based on spatial‐temporal correlation

inferredcites →https://doi.org/10.1007/s00371-021-02308-xopenalex-snapshot

Online health status monitoring of high voltage insulators using deep learning model

inferredcites →https://doi.org/10.1007/s10846-017-0689-0openalex-snapshot

Hyperspectral Imaging for Real-Time Unmanned Aerial Vehicle Maritime Target Detection

inferredcites →https://doi.org/10.1007/s11042-019-08067-1openalex-snapshot

UAV based cost-effective real-time abnormal event detection using edge computing

inferredcites →https://doi.org/10.1007/s11042-021-11242-yopenalex-snapshot

Edge device based Military Vehicle Detection and Classification from UAV

inferredcites →https://doi.org/10.1007/s11042-022-14196-xopenalex-snapshot

Real-Time object detector based MobileNetV3 for UAV applications

inferredcites →https://doi.org/10.1007/s11265-017-1279-xopenalex-snapshot

Watch Out: Embedded Video Tracking with BST for Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.1007/s11554-021-01077-zopenalex-snapshot

$$\text{C}^{3}\text{Net}$$: end-to-end deep learning for efficient real-time visual active camera control

inferredcites →https://doi.org/10.1007/s11554-021-01111-0openalex-snapshot

Embedded real-time infrared and visible image fusion for UAV surveillance

inferredcites →https://doi.org/10.1007/s11554-021-01124-9openalex-snapshot

A real-time deep learning forest fire monitoring algorithm based on an improved Pruned + KD model

inferredcites →https://doi.org/10.1007/s11554-021-01190-zopenalex-snapshot

A real-time siamese tracker deployed on UAVs

inferredcites →https://doi.org/10.1007/s12596-021-00770-3openalex-snapshot

UAV detection in airborne optic videos using dilated convolutions

inferredcites →https://doi.org/10.1007/s12652-019-01212-6openalex-snapshot

An intelligent flying system for automatic detection of faults in photovoltaic plants

inferredcites →https://doi.org/10.1007/s42853-022-00166-6openalex-snapshot

Dynamic Beehive Detection and Tracking System Based on YOLO V5 and Unmanned Aerial Vehicle

inferredcites →https://doi.org/10.1016/j.biosystemseng.2021.12.010openalex-snapshot

Cooperation of unmanned systems for agricultural applications: A case study in a vineyard

inferredcites →https://doi.org/10.1016/j.cja.2021.04.025openalex-snapshot

Green UAV communications for 6G: A survey

inferredcites →https://doi.org/10.1016/j.comnet.2020.107148openalex-snapshot

A compilation of UAV applications for precision agriculture

inferredcites →https://doi.org/10.1016/j.compag.2020.105446openalex-snapshot

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

inferredcites →https://doi.org/10.1016/j.dcan.2022.12.014openalex-snapshot

Automatic collaborative water surface coverage and cleaning strategy of UAV and USVs

inferredcites →https://doi.org/10.1016/j.eswa.2021.114937openalex-snapshot

Search and rescue operation using UAVs: A case study

inferredcites →https://doi.org/10.1016/j.future.2019.02.050openalex-snapshot

Edge computing: A survey

inferredcites →https://doi.org/10.1016/j.future.2021.05.019openalex-snapshot

Artificial intelligence-enabled Internet of Things-based system for COVID-19 screening using aerial thermal imaging

inferredcites →https://doi.org/10.1016/j.ijcce.2021.11.005openalex-snapshot

A review on object detection in unmanned aerial vehicle surveillance

inferredcites →https://doi.org/10.1016/j.ijepes.2022.108054openalex-snapshot

Research on Edge Intelligent Recognition Method Oriented to Transmission Line Insulator Fault Detection

inferredcites →https://doi.org/10.1016/j.imavis.2020.104046openalex-snapshot

Deep learning-based object detection in low-altitude UAV datasets: A survey

inferredcites →https://doi.org/10.1016/j.infsof.2008.09.009openalex-snapshot

Systematic literature reviews in software engineering – A systematic literature review

inferredcites →https://doi.org/10.1016/j.isprsjprs.2015.08.002openalex-snapshot

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

inferredcites →https://doi.org/10.1016/j.isprsjprs.2021.12.006openalex-snapshot

UAV in the advent of the twenties: Where we stand and what is next

inferredcites →https://doi.org/10.1016/j.jag.2021.102456openalex-snapshot

A review on deep learning in UAV remote sensing

inferredcites →https://doi.org/10.1016/j.jnca.2022.103341openalex-snapshot

Survey on computation offloading in UAV-Enabled mobile edge computing

inferredcites →https://doi.org/10.1016/j.knosys.2021.107071openalex-snapshot

Light-weight UAV object tracking network based on strategy gradient and attention mechanism

inferredcites →https://doi.org/10.1016/j.measurement.2015.12.014openalex-snapshot

Embedded, real-time UAV control for improved, image-based 3D scene reconstruction

inferredcites →https://doi.org/10.1016/j.neucom.2018.02.094openalex-snapshot

Image compression techniques: A survey in lossless and lossy algorithms

inferredcites →https://doi.org/10.1016/j.neucom.2021.07.045openalex-snapshot

Pruning and quantization for deep neural network acceleration: A survey

inferredcites →https://doi.org/10.1016/j.procs.2018.05.144openalex-snapshot

Application of Deep Learning for Object Detection

inferredcites →https://doi.org/10.1016/j.rse.2020.112012openalex-snapshot

WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF

inferredcites →https://doi.org/10.1016/j.treng.2021.100068openalex-snapshot

Real-time traffic quantization using a mini edge artificial intelligence platform

inferredcites →https://doi.org/10.1016/j.vehcom.2020.100249openalex-snapshot

Applications of blockchain in unmanned aerial vehicles: A review

inferredcites →https://doi.org/10.1080/01431161.2020.1862435openalex-snapshot

Efficient Real-Time Human Detection Using Unmanned Aerial Vehicles Optical Imagery

inferredcites →https://doi.org/10.1080/01431161.2021.1973686openalex-snapshot

Mapping flowering leafy spurge infestations in a heterogeneous landscape using unmanned aerial vehicle Red-Green-Blue images and a hybrid classification method

inferredcites →https://doi.org/10.1080/01431161.2023.2197129openalex-snapshot

Lightweight detection network for arbitrary-oriented vehicles in UAV imagery via precise positional information encoding and bidirectional feature fusion

inferredcites →https://doi.org/10.1088/1742-6596/1754/1/012180openalex-snapshot

Construction and Application Research of Knowledge Graph in Spacecraft Launch

inferredcites →https://doi.org/10.1108/00022661111173289openalex-snapshot

Hardware‐in‐the‐loop simulation for visual target tracking of octorotor UAV

inferredcites →https://doi.org/10.1109/41.993283openalex-snapshot

A biprocessor-oriented vision-based target tracking system

inferredcites →https://doi.org/10.1109/access.2020.2977120openalex-snapshot

Heterogeneous Parallelization for Object Detection and Tracking in UAVs

inferredcites →https://doi.org/10.1109/access.2020.2984768openalex-snapshot

Crowd Detection in Aerial Images Using Spatial Graphs and Fully-Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/access.2021.3056082openalex-snapshot

Identification of Fruit Tree Pests With Deep Learning on Embedded Drone to Achieve Accurate Pesticide Spraying

inferredcites →https://doi.org/10.1109/access.2021.3073929openalex-snapshot

A Remote Sensing and Airborne Edge-Computing Based Detection System for Pine Wilt Disease

inferredcites →https://doi.org/10.1109/access.2021.3080136openalex-snapshot

YOLBO: You Only Look Back Once–A Low Latency Object Tracker Based on YOLO and Optical Flow

inferredcites →https://doi.org/10.1109/access.2021.3102647openalex-snapshot

Real-Time Concrete Damage Detection Using Deep Learning for High Rise Structures

inferredcites →https://doi.org/10.1109/access.2022.3177196openalex-snapshot

Real-Time Power Line Detection for Safe Flight of Agricultural Spraying Drones Using Embedded Systems and Deep Learning

inferredcites →https://doi.org/10.1109/aero.2018.8396603openalex-snapshot

Development of a surveillance tool using UAV's

inferredcites →https://doi.org/10.1109/asonam49781.2020.9381377openalex-snapshot

Object Detection Methods for Improving UAV Autonomy and Remote Sensing Applications

inferredcites →https://doi.org/10.1109/ccnc46108.2020.9045498openalex-snapshot

Real-time Crop Classification Using Edge Computing and Deep Learning

inferredcites →https://doi.org/10.1109/cgncc.2016.7829074openalex-snapshot

Unmanned aerial vehicle based forest fire monitoring and detection using image processing technique

inferredcites →https://doi.org/10.1109/cspa.2019.8695995openalex-snapshot

UAV Based Multi-spectral Imaging System for Mapping Landslide Risk Area Along Jeli-Gerik Highway, Jeli, Kelantan

inferredcites →https://doi.org/10.1109/cvprw.2019.00077openalex-snapshot

Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.1109/dasa54658.2022.9765223openalex-snapshot

A Low-Cost Embedded Security System for UAV-Based Face Mask Detector Using IoT and Deep Learning to Reduce COVID-19

inferredcites →https://doi.org/10.1109/elnano.2018.8477527openalex-snapshot

Forest Fire-Fighting Monitoring System Based on UAV Team and Remote Sensing

inferredcites →https://doi.org/10.1109/icbase53849.2021.00100openalex-snapshot

Energy-Efficient UAV Communication With Trajectory Optimization

inferredcites →https://doi.org/10.1109/iccvw.2017.247openalex-snapshot

Embedded Real-Time Object Detection for a UAV Warning System

inferredcites →https://doi.org/10.1109/icip40778.2020.9190890openalex-snapshot

Drone-Based Vehicle Flow Estimation and its Application to Traffic Conflict Hotspot Detection at Intersections

inferredcites →https://doi.org/10.1109/icsp54964.2022.9778666openalex-snapshot

Object Detection Algorithm Based on Lightweight YOLOv4 for UAV

inferredcites →https://doi.org/10.1109/iiai-aai50415.2020.00088openalex-snapshot

A Edge Master Computing for Pineapple Monitoring System with Drone and Data-management

inferredcites →https://doi.org/10.1109/indin45582.2020.9442183openalex-snapshot

Efficient automated U - Net based tree crown delineation using UAV multi-spectral imagery on embedded devices

inferredcites →https://doi.org/10.1109/ingarss48198.2020.9358967openalex-snapshot

Power Lines Detection and Segmentation In Multi-Spectral Uav Images Using Convolutional Neural Network

inferredcites →https://doi.org/10.1109/ingarss51564.2021.9792000openalex-snapshot

UAV-Based Target Localization in Dense Areas with Computer Vision and GPS Hybrid Navigation Model

inferredcites →https://doi.org/10.1109/jiot.2016.2579198openalex-snapshot

Edge Computing: Vision and Challenges

inferredcites →https://doi.org/10.1109/jproc.2019.2921977openalex-snapshot

Deep Learning With Edge Computing: A Review

inferredcites →https://doi.org/10.1109/jproc.2023.3238524openalex-snapshot

Object Detection in 20 Years: A Survey

inferredcites →https://doi.org/10.1109/jstars.2020.2969809openalex-snapshot

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

inferredcites →https://doi.org/10.1109/lars-sbr.2015.64openalex-snapshot

Ground Vehicle Detection and Classification by an Unmanned Aerial Vehicle

inferredcites →https://doi.org/10.1109/lgrs.2019.2932385openalex-snapshot

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks

inferredcites →https://doi.org/10.1109/lgrs.2022.3181226openalex-snapshot

A Novel Data Reutilization Strategy for Real-Time Hyperspectral Image Compression

inferredcites →https://doi.org/10.1109/mcom.2017.1600587cmopenalex-snapshot

UAV-Based IoT Platform: A Crowd Surveillance Use Case

inferredcites →https://doi.org/10.1109/mitp.2019.2963491openalex-snapshot

Toward the 6G Network Era: Opportunities and Challenges

inferredcites →https://doi.org/10.1109/tc.2021.3059819openalex-snapshot

Real-Time Detection of Hogweed: UAV Platform Empowered by Deep Learning

inferredcites →https://doi.org/10.1109/tcad.2019.2957724openalex-snapshot

Energy-Efficient Real-Time UAV Object Detection on Embedded Platforms

inferredcites →https://doi.org/10.1109/tgcn.2021.3091812openalex-snapshot

Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks

inferredcites →https://doi.org/10.1109/tgrs.2020.3034414openalex-snapshot

DCSN: Deep Compressed Sensing Network for Efficient Hyperspectral Data Transmission of Miniaturized Satellite

inferredcites →https://doi.org/10.1109/tim.2022.3169555openalex-snapshot

Power Line-Guided Automatic Electric Transmission Line Inspection System

inferredcites →https://doi.org/10.1109/tits.2022.3161960openalex-snapshot

Automatic Detection and Counting System for Pavement Cracks Based on PCGAN and YOLO-MF

inferredcites →https://doi.org/10.1109/wf-iot54382.2022.10152245openalex-snapshot

Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence

inferredcites →https://doi.org/10.1117/1.oe.59.9.090902openalex-snapshot

Comprehensive review of hyperspectral image compression algorithms

inferredcites →https://doi.org/10.1139/juvs-2018-0005openalex-snapshot

Trends in drone research and applications as theJournal of Unmanned Vehicle Systemsturns five

inferredcites →https://doi.org/10.1145/248621.248622openalex-snapshot

Second-generation image coding

inferredcites →https://doi.org/10.1155/2022/8524817openalex-snapshot

Research on Multi Machine Cooperative Autonomous Inspection Strategy for UHV Dense Transmission Channel Based on 5G Technology

inferredcites →https://doi.org/10.1177/0361198120965170openalex-snapshot

Low-Power Drone-Mountable Real-Time Artificial Intelligence Framework for Road Asset Classification

inferredcites →https://doi.org/10.1177/14759217221084878openalex-snapshot

Vision-guided unmanned aerial system for rapid multiple-type damage detection and localization

inferredcites →https://doi.org/10.1177/1729881418820227openalex-snapshot

A monocular vision–based perception approach for unmanned aerial vehicle close proximity transmission tower inspection

inferredcites →https://doi.org/10.1364/josaa.32.000790openalex-snapshot

Shape-invariant difference between two Gaussian Schell-model beams

inferredcites →https://doi.org/10.23919/date.2018.8342149openalex-snapshot

DroNet: Efficient convolutional neural network detector for real-time UAV applications

inferredcites →https://doi.org/10.2478/s13537-013-0109-xopenalex-snapshot

Pruning algorithms of neural networks — a comparative study

inferredcites →https://doi.org/10.3233/jifs-189132openalex-snapshot

Deep learning based intelligence cognitive vision drone for automatic plant diseases identification and spraying

inferredcites →https://doi.org/10.3389/fpls.2021.753603openalex-snapshot

Ag-YOLO: A Real-Time Low-Cost Detector for Precise Spraying With Case Study of Palms

inferredcites →https://doi.org/10.3390/agronomy9100618openalex-snapshot

Unmanned Aircraft System (UAS) Technology and Applications in Agriculture

inferredcites →https://doi.org/10.3390/app10103661openalex-snapshot

Review of Unmanned Aerial Vehicle Swarm Communication Architectures and Routing Protocols

inferredcites →https://doi.org/10.3390/app10207132openalex-snapshot

Lightweight Semantic Segmentation Network for Real-Time Weed Mapping Using Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.3390/app12168314openalex-snapshot

Application of Low-Altitude UAV Remote Sensing Image Object Detection Based on Improved YOLOv5

inferredcites →https://doi.org/10.3390/biology11121732openalex-snapshot

Artificial Intelligence-Based Robust Hybrid Algorithm Design and Implementation for Real-Time Detection of Plant Diseases in Agricultural Environments

inferredcites →https://doi.org/10.3390/drones5020041openalex-snapshot

Visual SLAM for Indoor Livestock and Farming Using a Small Drone with a Monocular Camera: A Feasibility Study

inferredcites →https://doi.org/10.3390/drones6060147openalex-snapshot

Towards the Unmanned Aerial Vehicles (UAVs): A Comprehensive Review

inferredcites →https://doi.org/10.3390/drones6070154openalex-snapshot

UAV Computing-Assisted Search and Rescue Mission Framework for Disaster and Harsh Environment Mitigation

inferredcites →https://doi.org/10.3390/drones7020114openalex-snapshot

Semantic Scene Understanding with Large Language Models on Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.3390/electronics10060724openalex-snapshot

FastUAV-NET: A Multi-UAV Detection Algorithm for Embedded Platforms

inferredcites →https://doi.org/10.3390/electronics10091091openalex-snapshot

Real-Time On-Board Deep Learning Fault Detection for Autonomous UAV Inspections

inferredcites →https://doi.org/10.3390/en13133348openalex-snapshot

A Drone Based Transmission Line Components Inspection System with Deep Learning Technique

inferredcites →https://doi.org/10.3390/fi14020054openalex-snapshot

Anomalous Vehicle Recognition in Smart Urban Traffic Monitoring as an Edge Service

inferredcites →https://doi.org/10.3390/info13010002openalex-snapshot

Low-Altitude Aerial Video Surveillance via One-Class SVM Anomaly Detection from Textural Features in UAV Images

inferredcites →https://doi.org/10.3390/jimaging6080078openalex-snapshot

A Survey of Computer Vision Methods for 2D Object Detection from Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.3390/jlpea11040039openalex-snapshot

Low-Power FPGA Architecture Based Monitoring Applications in Precision Agriculture

inferredcites →https://doi.org/10.3390/pr10010131openalex-snapshot

A Water Surface Contaminants Monitoring Method Based on Airborne Depth Reasoning

inferredcites →https://doi.org/10.3390/rs10030428openalex-snapshot

A New Algorithm for the On-Board Compression of Hyperspectral Images

inferredcites →https://doi.org/10.3390/rs11030316openalex-snapshot

On-the-Fly Olive Tree Counting Using a UAS and Cloud Services

inferredcites →https://doi.org/10.3390/rs11131554openalex-snapshot

A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images

inferredcites →https://doi.org/10.3390/rs12010182openalex-snapshot

Real-Time Detection of Ground Objects Based on Unmanned Aerial Vehicle Remote Sensing with Deep Learning: Application in Excavator Detection for Pipeline Safety

inferredcites →https://doi.org/10.3390/rs13020230openalex-snapshot

Real-Time Detection and Spatial Localization of Insulators for UAV Inspection Based on Binocular Stereo Vision

inferredcites →https://doi.org/10.3390/rs13040573openalex-snapshot

MultEYE: Monitoring System for Real-Time Vehicle Detection, Tracking and Speed Estimation from UAV Imagery on Edge-Computing Platforms

inferredcites →https://doi.org/10.3390/rs13050850openalex-snapshot

Real-Time Hyperspectral Data Transmission for UAV-Based Acquisition Platforms

inferredcites →https://doi.org/10.3390/rs13081557openalex-snapshot

High-Resolution Aerial Detection of Marine Plastic Litter by Hyperspectral Sensing

inferredcites →https://doi.org/10.3390/rs13091704openalex-snapshot

Optimized Deep Learning Model as a Basis for Fast UAV Mapping of Weed Species in Winter Wheat Crops

inferredcites →https://doi.org/10.3390/rs13152965openalex-snapshot

Effect of Attention Mechanism in Deep Learning-Based Remote Sensing Image Processing: A Systematic Literature Review

inferredcites →https://doi.org/10.3390/rs13204027openalex-snapshot

Road Traffic Monitoring from UAV Images Using Deep Learning Networks

inferredcites →https://doi.org/10.3390/rs13214370openalex-snapshot

Real-Time Identification of Rice Weeds by UAV Low-Altitude Remote Sensing Based on Improved Semantic Segmentation Model

inferredcites →https://doi.org/10.3390/rs13214387openalex-snapshot

Boost Precision Agriculture with Unmanned Aerial Vehicle Remote Sensing and Edge Intelligence: A Survey

inferredcites →https://doi.org/10.3390/rs14010223openalex-snapshot

Flood Detection Using Real-Time Image Segmentation from Unmanned Aerial Vehicles on Edge-Computing Platform

inferredcites →https://doi.org/10.3390/rs14153755openalex-snapshot

Adopting Hyperspectral Anomaly Detection for Near Real-Time Camouflage Detection in Multispectral Imagery

inferredcites →https://doi.org/10.3390/rs14164008openalex-snapshot

Towards Improved Unmanned Aerial Vehicle Edge Intelligence: A Road Infrastructure Monitoring Case Study

inferredcites →https://doi.org/10.3390/rs14164095openalex-snapshot

Dual-View Stereovision-Guided Automatic Inspection System for Overhead Transmission Line Corridor

inferredcites →https://doi.org/10.3390/rs14164113openalex-snapshot

Fast Tree Detection and Counting on UAVs for Sequential Aerial Images with Generating Orthophoto Mosaicing

inferredcites →https://doi.org/10.3390/rs14225806openalex-snapshot

Real-Time UAV Patrol Technology in Orchard Based on the Swin-T YOLOX Lightweight Model

inferredcites →https://doi.org/10.3390/rs70101074openalex-snapshot

UAV Remote Sensing for Urban Vegetation Mapping Using Random Forest and Texture Analysis

inferredcites →https://doi.org/10.3390/rs9030185openalex-snapshot

Individual Tree Detection and Classification with UAV-Based Photogrammetric Point Clouds and Hyperspectral Imaging

inferredcites →https://doi.org/10.3390/rs9111110openalex-snapshot

Hyperspectral Imaging: A Review on UAV-Based Sensors, Data Processing and Applications for Agriculture and Forestry

inferredcites →https://doi.org/10.3390/s16111844openalex-snapshot

Towards Autonomous Modular UAV Missions: The Detection, Geo-Location and Landing Paradigm

inferredcites →https://doi.org/10.3390/s19153371openalex-snapshot

Deep Learning-Based Real-Time Multiple-Object Detection and Tracking from Aerial Imagery via a Flying Robot with GPU-Based Embedded Devices

inferredcites →https://doi.org/10.3390/s19163542openalex-snapshot

Unsupervised Human Detection with an Embedded Vision System on a Fully Autonomous UAV for Search and Rescue Operations

inferredcites →https://doi.org/10.3390/s20185240openalex-snapshot

DeepBrain: Experimental Evaluation of Cloud-Based Computation Offloading and Edge Computing in the Internet-of-Drones for Deep Learning Applications

inferredcites →https://doi.org/10.3390/su14052521openalex-snapshot

Improving Sustainable Vegetation Indices Processing on Low-Cost Architectures

inferredcites →https://doi.org/10.36227/techrxiv.17031665openalex-snapshot

Edge Computing in IoT: A 6G Perspective

inferredcites →https://doi.org/10.4031/mtsj.55.1.4openalex-snapshot

An Unmanned Aircraft System for Maritime Operations: The Automatic Detection Subsystem

inferredcites →https://doi.org/10.54097/x7562804openalex-snapshot

Retraction

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-98356-6_3openalex-snapshot

SAVER: A Cost-Effective Drone-Based Object Detection and Thermal Mapping System for Enhanced Emergency Response

inferred← citeshttps://doi.org/10.1007/978-981-95-2196-8_3openalex-snapshot

Artificial Intelligence and Drone Application in Crime Scene Investigation: A Scoping Review

inferred← citeshttps://doi.org/10.1007/978-981-95-3221-6_19openalex-snapshot

Advancement in Drone Data Processing Analytics and Applications

inferred← citeshttps://doi.org/10.1007/s00138-026-01847-4openalex-snapshot

GDAN: global–dual attention with multi-scale fusion for robust SAR object detection

inferred← citeshttps://doi.org/10.1007/s00371-026-04483-1openalex-snapshot

GSR-Net: enhancing real-time UAV remote sensing object detection via a lightweight transformer model

inferred← citeshttps://doi.org/10.1007/s11042-026-21440-1openalex-snapshot

Litter detection from aerial imagery: a review of UAV-based approaches and deep learning techniques

inferred← citeshttps://doi.org/10.1007/s11135-026-02583-7openalex-snapshot

A review of human-UAV interaction for safety: an ISM-MICMAC approach

inferred← citeshttps://doi.org/10.1007/s11220-025-00668-5openalex-snapshot

Unmanned Aerial Remote Sensing for Unexploded Ordnance Detection: Concepts, Methods, Current Status and Trends

inferred← citeshttps://doi.org/10.1007/s11227-025-07524-zopenalex-snapshot

Emsd-detr:efficient small object detection for UAV aerial images based on enhanced RT-DETR model

inferred← citeshttps://doi.org/10.1007/s11760-025-05012-8openalex-snapshot

PerceptPath: travel path planning and display algorithm optimized by Dijkstra’s algorithm and a perceptual visual attention model

inferred← citeshttps://doi.org/10.1007/s13042-026-03218-xopenalex-snapshot

Application of artificial intelligence in unmanned aerial vehicles: a survey

inferred← citeshttps://doi.org/10.1007/s40747-025-01956-zopenalex-snapshot

RL-Net: a rapid and lightweight network for detecting tiny vehicle targets in remote sensing images

inferred← citeshttps://doi.org/10.1007/s40747-026-02369-2openalex-snapshot

AMFNet: adaptive multi-scale fusion network for small object detection

inferred← citeshttps://doi.org/10.1016/j.atech.2026.102589openalex-snapshot

Development of an adaptive sprayer control system for UAV-based spot spraying in soybean

inferred← citeshttps://doi.org/10.1016/j.engappai.2025.111775openalex-snapshot

Performance evaluation of low-power and lightweight object detectors for real-time monitoring in resource-constrained drone systems

inferred← citeshttps://doi.org/10.1016/j.engappai.2026.114217openalex-snapshot

A semantic segmentation model for early-stage fire detection from aerial remote sensing

inferred← citeshttps://doi.org/10.1016/j.ijcip.2025.100744openalex-snapshot

Advances in UAV detection: integrating multi-sensor systems and AI for enhanced accuracy and efficiency

inferred← citeshttps://doi.org/10.1016/j.ijdrr.2024.104876openalex-snapshot

Safety hazard inspection system during typhoon warning period to improve the disaster resistance ability of road and bridge construction site

inferred← citeshttps://doi.org/10.1016/j.isci.2026.115366openalex-snapshot

HPRT-YOLO: Enhanced lightweight UAV maritime search and rescue model based on YOLOv11n

inferred← citeshttps://doi.org/10.1016/j.rineng.2025.105545openalex-snapshot

YOLO-EFM: Efficient traffic flow monitoring algorithm with enhanced multi-level information fusion

inferred← citeshttps://doi.org/10.1038/s41597-024-03574-9openalex-snapshot

A fine-grained dataset for sewage outfalls objective detection in natural environments

inferred← citeshttps://doi.org/10.1038/s41598-024-75807-1openalex-snapshot

Modular YOLOv8 optimization for real-time UAV maritime rescue object detection

inferred← citeshttps://doi.org/10.1038/s41598-026-50451-zopenalex-snapshot

SolarIR-DETR: a lightweight transformer for UAV-assisted thermal hotspot detection in solar photovoltaic panels

inferred← citeshttps://doi.org/10.1038/s41598-026-58335-yopenalex-snapshot

Dynamic convolutional neural networks for altitude aware UAV object detection

inferred← citeshttps://doi.org/10.1049/ipr2.70343openalex-snapshot

Towards Unified Transformer for UAV‐Based Multi‐Task Oriented Object Detection

inferred← citeshttps://doi.org/10.1080/01431161.2026.2680715openalex-snapshot

Advances and challenges in plastic detection: a critical review of studies employing hyperspectral data

inferred← citeshttps://doi.org/10.1088/1361-6501/ae667copenalex-snapshot

DFS-DETR: a UAV object detection framework based on frequency-domain enhancement and state space modeling

inferred← citeshttps://doi.org/10.1088/1402-4896/ae7edbopenalex-snapshot

SDR-YOLOv8: a recursive spatial-decoupled network for aerial tiny object detection

inferred← citeshttps://doi.org/10.1088/2631-8695/ae0f3bopenalex-snapshot

Tri-FRNet: a three-path feature fusion network for high-precision small object detection

inferred← citeshttps://doi.org/10.1109/access.2025.3530242openalex-snapshot

Research on Image Recognition and Classification Algorithms in Cloud Computing Environment Based on Deep Neural Networks

inferred← citeshttps://doi.org/10.1109/access.2025.3573364openalex-snapshot

Fruit Detection Methods Based on Deep Learning in Agricultural Planting: A Systematic Literature Review

inferred← citeshttps://doi.org/10.1109/access.2025.3593201openalex-snapshot

YOLOv8-eRFD-AP: A Novel Domain Generalization Model for UAV-Based Insulator Inspection Under Adverse Weather Conditions

inferred← citeshttps://doi.org/10.1109/access.2026.3731988openalex-snapshot

Deep Learning-Based Object Detection for Power Line Components: Recent Progress, Current Challenges, and Future Perspectives

inferred← citeshttps://doi.org/10.1109/agers65212.2024.10932929openalex-snapshot

Development of a Remote Sensing System for Real-Time Detection of Military Threats

inferred← citeshttps://doi.org/10.1109/aiotc71250.2026.11689104openalex-snapshot

CRP-YOLO26: A Lightweight Improved YOLO26 Algorithm for Small Object Detection in UAV Images

inferred← citeshttps://doi.org/10.1109/avss65446.2025.11149914openalex-snapshot

Detection of Small Targets in UAV Images by Using Improved YOLOv8s

inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386393openalex-snapshot

Impact of Mixed Multimodalities and Size Dependence on Performance of Object Detection on Multimodal Satellite Imagery*

inferred← citeshttps://doi.org/10.1109/cacml68972.2026.11507117openalex-snapshot

CWS-YOLO : An Optical Remote Sensing Ship Detection Model with Cauchy-Based Attention and Sparse Shared Head

inferred← citeshttps://doi.org/10.1109/cvprw67362.2025.00336openalex-snapshot

Trustworthy Multi-UAV Collaboration: A Self-Supervised Framework for Explainable and Adversarially Robust Decision-Making

inferred← citeshttps://doi.org/10.1109/cw68232.2025.00032openalex-snapshot

P2AW-YOLO11n: Improving Drone-Based Small Object Detection via AFPN and Enhanced Loss Functions

inferred← citeshttps://doi.org/10.1109/eei70303.2026.11640675openalex-snapshot

High-Precision Semantic Segmentation System with Feature Fusion Enhancement for UAV Inspection Scenarios

inferred← citeshttps://doi.org/10.1109/elma65795.2025.11083520openalex-snapshot

Hybrid Architecture for Real-Time Object Detection from UAV Video Streams Using External ROI Processing and Embedded Optimization

inferred← citeshttps://doi.org/10.1109/etai68332.2026.11485478openalex-snapshot

DSE-YOLO: A Dual-Spectral Enhanced YOLO for Real-Time Vehicle Detection in Drone Imagery

inferred← citeshttps://doi.org/10.1109/icbir61386.2024.10875914openalex-snapshot

Implementation of Single Shot Multibox Detector (SSD) Algorithm for Object Detection

inferred← citeshttps://doi.org/10.1109/iccar64901.2025.11072991openalex-snapshot

Dynamic CNN Parameter Exploration for Multi-Altitude UAV Object Detection

inferred← citeshttps://doi.org/10.1109/icce-asia67487.2025.11263732openalex-snapshot

Development of a Low-Cost Real-Time Crop Detection System Using SSD-Based Deep Learning on a Compact UAV

inferred← citeshttps://doi.org/10.1109/icceic67916.2025.11308250openalex-snapshot

Feature Enhancement and Selective Attention Detection Transformer for UAV Small Object Detection

inferred← citeshttps://doi.org/10.1109/iceei68459.2025.11330319openalex-snapshot

Edge Computing–Enabled Deep CNN for Real-Time Video Analytics in Drone-Based Surveillance

inferred← citeshttps://doi.org/10.1109/icicis66182.2025.11313151openalex-snapshot

A New Framework for Enhancing Anti-Drone Detection Performance

inferred← citeshttps://doi.org/10.1109/ickecs65700.2025.11035812openalex-snapshot

Optimizing Object Detection With YOLOv5 fOR Real-Time Applications

inferred← citeshttps://doi.org/10.1109/icm62621.2025.10934900openalex-snapshot

YOLO-Shuffle Unified Cross Attentive Feature Fusion for Multispectral Drone Based Object Detection

inferred← citeshttps://doi.org/10.1109/icstsdg61998.2024.11026623openalex-snapshot

Wireless Surveillance Robotic Car for Crop Disease Detection

inferred← citeshttps://doi.org/10.1109/icuas69441.2026.11598740openalex-snapshot

CPU-Optimized Real-Time Object Detection and Pose Estimation for UAVs

inferred← citeshttps://doi.org/10.1109/incacct61598.2024.10551226openalex-snapshot

Recurrent Neural Network-Based Classification of Potato Leaves using RGB Images

inferred← citeshttps://doi.org/10.1109/iwis70716.2026.11667746openalex-snapshot

Adaptive Enhancement Scheduler for Real-Time UAV Object Detection Under Variable Illumination

inferred← citeshttps://doi.org/10.1109/jiot.2025.3596434openalex-snapshot

SA-YOLO: Spike-Driven Attention for Energy-Efficient UAV-Based Small Object Detection

inferred← citeshttps://doi.org/10.1109/jsen.2024.3505939openalex-snapshot

SMART-TRACK: A Novel Kalman Filter-Guided Sensor Fusion for Robust UAV Object Tracking in Dynamic Environments

inferred← citeshttps://doi.org/10.1109/jsen.2025.3590354openalex-snapshot

Research on YOLO-DBO Object Detection Method Based on 1064-nm Laser Irradiation Locking

inferred← citeshttps://doi.org/10.1109/taes.2026.3680376openalex-snapshot

EdgeEnhance-YOLO: A Lightweight Small Object Detection Model With Multidimensional Edge Enhancement

inferred← citeshttps://doi.org/10.1109/yac66630.2025.11150156openalex-snapshot

YOLO-Slim:A Lightweight Small Object Detection Algorithm for Drone Images

inferred← citeshttps://doi.org/10.1134/s1054661825700828openalex-snapshot

Robust Perception in Degraded Visual Environments: а Multimodal Enhancement Framework

inferred← citeshttps://doi.org/10.1142/s0218001425500259openalex-snapshot

Lightweight Object Detection for Real-Time Aerial Video Analysis on Edge-Deployed UAVs

inferred← citeshttps://doi.org/10.1371/journal.pone.0321920openalex-snapshot

Enhanced YOLO11 for lightweight and accurate drone-based maritime search and rescue object detection

inferred← citeshttps://doi.org/10.1371/journal.pone.0332408openalex-snapshot

Enhancing UAV object detection with an efficient multi-scale feature fusion framework

inferred← citeshttps://doi.org/10.1371/journal.pone.0345815openalex-snapshot

DEF-Net: A dual-modal feature enhancement and fusion network for infrared and visible object detection

inferred← citeshttps://doi.org/10.1371/journal.pone.0353309openalex-snapshot

DAAF: Dual-stream adaptive attention fusion with distribution alignment for remote sensing object detection

inferred← citeshttps://doi.org/10.17721/1812-5409.2026/1.33openalex-snapshot

Meta-analysis of Pareto-optimal object detection models for unmanned aerial vehicles on the VisDrone2019-DET dataset

inferred← citeshttps://doi.org/10.18494/sam4996openalex-snapshot

Multiscale Object Detection Using Adaptive Context Redetecting in Remote Sensing Systems

inferred← citeshttps://doi.org/10.29121/shodhkosh.v7.i4s.2026.7489openalex-snapshot

USING DRONE-BASED CINEMATOGRAPHY TO EXPAND AESTHETIC POSSIBILITIES IN LANDSCAPE VISUAL ARTS

inferred← citeshttps://doi.org/10.32620/aktt.2024.2.09openalex-snapshot

Investigation of the effect of object size on accuracy of human localisation in images acquired from unmanned aerial vehicles

inferred← citeshttps://doi.org/10.32620/reks.2024.1.08openalex-snapshot

Study of methods for searching and localizing objects in images from aircraft using convolutional neural networks

inferred← citeshttps://doi.org/10.3390/app15158304openalex-snapshot

From Application-Driven Growth to Paradigm Shift: Scientific Evolution and Core Bottleneck Analysis in the Field of UAV Remote Sensing

inferred← citeshttps://doi.org/10.3390/buildings16163248openalex-snapshot

Inspection System for Bridge Surface Defects in Cold Regions Based on Parameter Sharing and Feature Enhancement

inferred← citeshttps://doi.org/10.3390/computers14100448openalex-snapshot

SAHI-Tuned YOLOv5 for UAV Detection of TM-62 Anti-Tank Landmines: Small-Object, Occlusion-Robust, Real-Time Pipeline

inferred← citeshttps://doi.org/10.3390/drones8060261openalex-snapshot

EUAVDet: An Efficient and Lightweight Object Detector for UAV Aerial Images with an Edge-Based Computing Platform

inferred← citeshttps://doi.org/10.3390/drones8070310openalex-snapshot

DLSW-YOLOv8n: A Novel Small Maritime Search and Rescue Object Detection Framework for UAV Images with Deformable Large Kernel Net

inferred← citeshttps://doi.org/10.3390/drones8120750openalex-snapshot

Drone-Enabled AI Edge Computing and 5G Communication Network for Real-Time Coastal Litter Detection

inferred← citeshttps://doi.org/10.3390/drones9090603openalex-snapshot

Integration of Drones in Landscape Research: Technological Approaches and Applications

inferred← citeshttps://doi.org/10.3390/electronics13244872openalex-snapshot

Research on UAV Autonomous Recognition and Approach Method for Linear Target Splicing Sleeves Based on Deep Learning and Active Stereo Vision

inferred← citeshttps://doi.org/10.3390/electronics15102102openalex-snapshot

A Cooperative Network Management Architecture for Manned–Unmanned Aircraft Teaming Using Network Drones

inferred← citeshttps://doi.org/10.3390/machines13111060openalex-snapshot

Towards Robust Physical Adversarial Attacks on UAV Object Detection: A Multi-Dimensional Feature Optimization Approach

inferred← citeshttps://doi.org/10.3390/ndt3020010openalex-snapshot

Precision Weed Control Using Unmanned Aerial Vehicles and Robots: Assessing Feasibility, Bottlenecks, and Recommendations for Scaling

inferred← citeshttps://doi.org/10.3390/rs16193560openalex-snapshot

UAV Quantitative Remote Sensing of Riparian Zone Vegetation for River and Lake Health Assessment: A Review

inferred← citeshttps://doi.org/10.3390/rs16193712openalex-snapshot

A Low-Cost and Lightweight Real-Time Object-Detection Method Based on UAV Remote Sensing in Transportation Systems

inferred← citeshttps://doi.org/10.3390/rs17050834openalex-snapshot

KT-Deblur: Kolmogorov–Arnold and Transformer Networks for Remote Sensing Image Deblurring

inferred← citeshttps://doi.org/10.3390/rs17111920openalex-snapshot

AUHF-DETR: A Lightweight Transformer with Spatial Attention and Wavelet Convolution for Embedded UAV Small Object Detection

inferred← citeshttps://doi.org/10.3390/rs17122021openalex-snapshot

Study on Exposure Time Difference Compensation Method for DMD-Based Dual-Path Multi-Target Imaging Spectrometer

inferred← citeshttps://doi.org/10.3390/rs17122099openalex-snapshot

SRM-YOLO for Small Object Detection in Remote Sensing Images

inferred← citeshttps://doi.org/10.3390/rs18183129openalex-snapshot

Fly High or Fly Low? Selecting Time-Efficient UAV Search Strategies for High-Recall Aerial Detection

inferred← citeshttps://doi.org/10.3390/s24103064openalex-snapshot

Comprehensive Investigation of Unmanned Aerial Vehicles (UAVs): An In-Depth Analysis of Avionics Systems

inferred← citeshttps://doi.org/10.3390/s24175496openalex-snapshot

Drone-DETR: Efficient Small Object Detection for Remote Sensing Image Using Enhanced RT-DETR Model

inferred← citeshttps://doi.org/10.3390/s25072193openalex-snapshot

RFAG-YOLO: A Receptive Field Attention-Guided YOLO Network for Small-Object Detection in UAV Images

inferred← citeshttps://doi.org/10.3390/s25134072openalex-snapshot

Rice Canopy Disease and Pest Identification Based on Improved YOLOv5 and UAV Images

inferred← citeshttps://doi.org/10.3390/s26113443openalex-snapshot

QA2FDet: Quality-Aware Adaptive Alignment Fusion Network for UAV RGBT Tiny Pedestrian Detection

inferred← citeshttps://doi.org/10.3390/s26185985openalex-snapshot

PIR-SBFR: A Calibration-Free Sensor-to-Inference Routing Interface for Aerial Optical Object Detection

inferred← citeshttps://doi.org/10.3390/su18094292openalex-snapshot

Operational Anomaly Screening in Permanent Basic Farmland Using Optimized Remote Sensing Semantic Segmentation: Implications for Sustainable Land Stewardship

inferred← citeshttps://doi.org/10.3390/sym17071002openalex-snapshot

Symmetrical Learning and Transferring: Efficient Knowledge Distillation for Remote Sensing Image Classification

inferred← citeshttps://doi.org/10.3390/w16223285openalex-snapshot

Smart Monitoring Method for Land-Based Sources of Marine Outfalls Based on an Improved YOLOv8 Model

inferred← citeshttps://doi.org/10.35595/2414-9179-2025-2-31-425-441openalex-snapshot

Integration of RS data and UAV data for agricultural productivity assessment and differential fertilization in Kazakhstan

inferred← citeshttps://doi.org/10.4018/979-8-3693-0578-2.ch004openalex-snapshot

Applications ML in UAVs-Based Detecting and Tracking Objects and People

inferred← citeshttps://doi.org/10.48084/etasr.14396openalex-snapshot

A Hybrid AI Pipeline for Real-Time Aerial Video Analytics on Resource-Limited Edge Devices with Performance Profiling

inferred← citeshttps://doi.org/10.51583/ijltemas.2025.1411000065openalex-snapshot

Edge AI Drone: Lightweight MobileNetV3-SSD for Real-Time Detection of Abandoned Weapons in Outdoor Terrains

inferred← citeshttps://doi.org/10.53364/24138614_2025_37_2_3openalex-snapshot

Интеграция систем машинного обучения в информационные си-стемы для распознавания объек-тов с помощью БПЛА

inferred← citeshttps://doi.org/10.66914/kr91zt57openalex-snapshot

Teknologi Drone dan Transformasi Estetika Visual dalam Produksi Film dan Desain

inferred← citeshttps://doi.org/10.7717/peerj-cs.3322openalex-snapshot

You Only Look Once 11 (YOLO11) optimization for lightweight and accurate plant detection in uncrewed aerial vehicle imagery

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