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A Lightweight Uav Swarm Detection Method Integrated Attention Mechanism
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-4899-7687-1_79openalex-snapshot
Empirical Risk Minimization
inferredcites →https://doi.org/10.1007/978-3-030-01234-2_1openalex-snapshot
CBAM: Convolutional Block Attention Module
inferredcites →https://doi.org/10.1007/978-3-030-01264-9_8openalex-snapshot
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_2openalex-snapshot
SSD: Single Shot MultiBox Detector
inferredcites →https://doi.org/10.1007/s10462-022-10281-7openalex-snapshot
Swarm intelligence algorithms for multiple unmanned aerial vehicles collaboration: a comprehensive review
inferredcites →https://doi.org/10.1007/s11276-022-03031-8openalex-snapshot
COCOMA: a resource-optimized cooperative UAVs communication protocol for surveillance and monitoring applications
inferredcites →https://doi.org/10.1007/s11721-022-00218-9openalex-snapshot
Wildfire detection in large-scale environments using force-based control for swarms of UAVs
inferredcites →https://doi.org/10.1109/access.2020.3009518openalex-snapshot
TIB-Net: Drone Detection Network With Tiny Iterative Backbone
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot
MobileNetV2: Inverted Residuals and Linear Bottlenecks
inferredcites →https://doi.org/10.1109/cvpr.2018.00716openalex-snapshot
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
inferredcites →https://doi.org/10.1109/cvpr.2018.00913openalex-snapshot
Path Aggregation Network for Instance Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2019.00293openalex-snapshot
MnasNet: Platform-Aware Neural Architecture Search for Mobile
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00165openalex-snapshot
GhostNet: More Features From Cheap Operations
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00382openalex-snapshot
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
inferredcites →https://doi.org/10.1109/iccv.2017.324openalex-snapshot
Focal Loss for Dense Object Detection
inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
inferredcites →https://doi.org/10.1109/tpami.2019.2913372openalex-snapshot
Squeeze-and-Excitation Networks
inferredcites →https://doi.org/10.1109/wowmom54355.2022.00074openalex-snapshot
Collision-free swarm take-off based on trajectory analysis and UAV grouping
inferredcites →https://doi.org/10.1609/aaai.v34i07.6999openalex-snapshot
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
inferredcites →https://doi.org/10.23919/chicc.2019.8865525openalex-snapshot
Object Detection of UAV for Anti-UAV Based on Improved YOLO v3
inferredcites →https://doi.org/10.3390/drones6060149openalex-snapshot
Anti-Occlusion UAV Tracking Algorithm with a Low-Altitude Complex Background by Integrating Attention Mechanism
inferredcites →https://doi.org/10.3390/electronics10060724openalex-snapshot
FastUAV-NET: A Multi-UAV Detection Algorithm for Embedded Platforms
inferredcites →https://doi.org/10.3390/electronics11071128openalex-snapshot
Safe and Efficient Take-Off of VTOL UAV Swarms
inferredcites →https://doi.org/10.3390/electronics11152330openalex-snapshot
An Improved Yolov5 for Multi-Rotor UAV Detection
inferredcites →https://doi.org/10.3390/rs14112601openalex-snapshot
UAVSwarm Dataset: An Unmanned Aerial Vehicle Swarm Dataset for Multiple Object Tracking
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-981-96-2236-8_42openalex-snapshot
Intelligent Visual Monitoring Terminal for Low-Altitude UAV Detection
inferred← citeshttps://doi.org/10.1007/s42401-026-00525-7openalex-snapshot
GQ-DETR: grouped query transformer for multi-UAV object detection
inferred← citeshttps://doi.org/10.1016/j.asoc.2026.114812openalex-snapshot
Lightweight detection of small-target swarm using multiple scale feature fusion and dynamic task alignment
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131912openalex-snapshot
RoeNet: Physics-inspired deep learning network for UAV detection and tracking
inferred← citeshttps://doi.org/10.1038/s41598-025-95580-zopenalex-snapshot
Improved YOLO for long range detection of small drones
inferred← citeshttps://doi.org/10.1080/13682199.2023.2195121openalex-snapshot
Super pixels transmission map-based object detection using deep neural network in UAV video
inferred← citeshttps://doi.org/10.1080/24751839.2026.2616897openalex-snapshot
Advanced drone detection via ground-based RGB surveillance using efficient deep learning architectures
inferred← citeshttps://doi.org/10.1088/1361-6501/ae6dd9openalex-snapshot
An adaptive weighted fusion network based on multi-dimensional multi-head attention mechanism for urban aerial targets detection
inferred← citeshttps://doi.org/10.1109/access.2024.3492058openalex-snapshot
NFE-YOLO: A Lightweight and Efficient Detection Network for Low, Slow, and Small Drones
inferred← citeshttps://doi.org/10.1109/iccece61317.2024.10504226openalex-snapshot
An Efficient CNN Model for Outdoor Hazard Sound Classification with Hearing-Impaired Accessibility
inferred← citeshttps://doi.org/10.1109/jsen.2024.3435856openalex-snapshot
A Target Sensing and Visual Tracking Method for Countering Unmanned Aerial Vehicle Swarm
inferred← citeshttps://doi.org/10.1109/tgrs.2025.3567751openalex-snapshot
QHNet: A Novel Quad-Head Network for Real-Time Detection of Intruding Drones
inferred← citeshttps://doi.org/10.1142/s2301385025500384openalex-snapshot
LENet: Lightweight and Effective Detector for Aerial Object
inferred← citeshttps://doi.org/10.1145/3711875.3729156openalex-snapshot
Detection and Tracking of Drone Swarms using LiDAR
inferred← citeshttps://doi.org/10.1155/2024/7259029openalex-snapshot
LDHD‐Net: A Lightweight Network With Double Branch Head for Feature Enhancement of UAV Targets in Complex Scenes
inferred← citeshttps://doi.org/10.1371/journal.pone.0330074openalex-snapshot
Detecting infrared UAVs on edge devices through lightweight instance segmentation
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3995816/v1openalex-snapshot
Research on YOLOv8 Object Detection Algorithm in UAV Scenarios
inferred← citeshttps://doi.org/10.3390/drones7070424openalex-snapshot
PFFNET: A Fast Progressive Feature Fusion Network for Detecting Drones in Infrared Images
inferred← citeshttps://doi.org/10.3390/drones8070337openalex-snapshot
EDGS-YOLOv8: An Improved YOLOv8 Lightweight UAV Detection Model
inferred← citeshttps://doi.org/10.3390/drones8090518openalex-snapshot
A Survey on Vision-Based Anti Unmanned Aerial Vehicles Methods
inferred← citeshttps://doi.org/10.3390/drones8110643openalex-snapshot
Vision-Based Drone Detection in Complex Environments: A Survey
inferred← citeshttps://doi.org/10.3390/drones9010058openalex-snapshot
Recent Research Progress on Ground-to-Air Vision-Based Anti-UAV Detection and Tracking Methodologies: A Review
inferred← citeshttps://doi.org/10.3390/drones9030159openalex-snapshot
BRA-YOLOv10: UAV Small Target Detection Based on YOLOv10
inferred← citeshttps://doi.org/10.3390/math13111825openalex-snapshot
Fast Identification and Detection Algorithm for Maneuverable Unmanned Aircraft Based on Multimodal Data Fusion
inferred← citeshttps://doi.org/10.3390/rs15112827openalex-snapshot
Gradient Structure Information-Guided Attention Generative Adversarial Networks for Remote Sensing Image Generation
inferred← citeshttps://doi.org/10.3390/rs17040705openalex-snapshot
A Lightweight Drone Detection Method Integrated into a Linear Attention Mechanism Based on Improved YOLOv11
inferred← citeshttps://doi.org/10.3390/rs17050834openalex-snapshot
KT-Deblur: Kolmogorov–Arnold and Transformer Networks for Remote Sensing Image Deblurring
inferred← citeshttps://doi.org/10.36962/pahtei39042024-325openalex-snapshot
SOCAR-ın DAVAMLI İNKİŞAFINDA DÜNYA TƏCRÜBƏSİNƏ ƏSASLANAN MÜASİR TEXNOLOJİ TRANSFORMASİYANIN TƏTBİQİ MODELİNİN İŞLƏNMƏSİ
inferred← citeshttps://doi.org/10.36962/pahtei39042024-336openalex-snapshot
LÖKBATAN-PUTA-QUŞXANA SAHƏSİNDƏ QUYU VƏ SEYSMİK MƏLUMATLARIN TƏHLİLİNİN NƏTİCƏLƏRİ
inferred← citeshttps://doi.org/10.36962/pahtei39042024-345openalex-snapshot
AUDITIN BEYNƏLXALQ STANDARTLARI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-355openalex-snapshot
ƏHALININ HƏYAT SƏVIYYƏSINƏ NEFT STRATEGIYASININ TƏSIRININ QIYMƏTLƏNDIRILMƏSI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-366openalex-snapshot
AERASİYA STANSİYASI ÜÇÜN HİBRİD ELEKTRİK STANSİYASININ MODELLƏŞDİRİLMƏSİ
inferred← citeshttps://doi.org/10.36962/pahtei39042024-385openalex-snapshot
AZƏRBAYCAN RESPUBLIKASINDA IQTISADI TƏHLÜKƏSIZLIYIN TƏMIN EDILMƏSINDƏ GÖMRÜK XIDMƏTLƏRININ MÖVCUD VƏZIYYƏTININ TƏHLIL EDILMƏSI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-396openalex-snapshot
Sığorta bazarlarında məlumat assimmetriyası: Çin nümunəsində
inferred← citeshttps://doi.org/10.36962/pahtei39042024-408openalex-snapshot
NOISE REDUCTION IN EXTERNAL GEAR PUMP
inferred← citeshttps://doi.org/10.36962/pahtei39042024-416openalex-snapshot
ИСПОЛЬЗОВАНИЕ ЦИФРОВЫХ ТЕХНОЛОГИЙ В ФАРМАЦЕВТИЧЕСКОМ МАРКЕТИНГЕ
inferred← citeshttps://doi.org/10.36962/pahtei39042024-425openalex-snapshot
VAKUUM QAZOYLUNUN VƏ BITKI YAĞI ILƏ QARIŞIĞININ TERMIKI VƏ TERMOKATALITIK ÇEVRILMƏ PROSESININ TƏDQIQI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-433openalex-snapshot
AZƏRBAYCAN RESPUBLIKASINDA XARICI TICARƏT ƏLAQƏLƏRI ÜZRƏ GÖMRÜK ƏMƏLIYYATLARININ TƏNZIMLƏNMƏSININ MÖVCUD VƏZIYYƏTININ TƏHLILI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-442openalex-snapshot
EFFECT OF VIBRATION ON CENTRIFUGAL COMPRESSOR
inferred← citeshttps://doi.org/10.36962/pahtei39042024-458openalex-snapshot
VERGILƏRIN IQTISADIYYATA TƏSIRLƏRIN TƏHLILI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-477openalex-snapshot
KOSMIK ŞƏKILLƏRIN ƏSASINDA MAGISTRAL NEFT-QAZ KƏMƏRLƏRININ EKOLOJI MONITORINQ SISTEMININ VƏZIYYƏTININ QIYMƏTLƏNDIRILMƏSI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-487openalex-snapshot
NEFT EMАLI SƏNАYESINDƏ HАVАNIN KEYFIYYƏTI VƏ IDАRƏ EDILMƏSI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-495openalex-snapshot
ATMOSFERIN AŞAĞI QATINDA ƏSAS HAVA ELEMENTLƏRINI ÖLÇƏN METEOROLOJI MÜŞAHIDƏ CIHAZLARI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-505openalex-snapshot
BÖYÜK QAFQAZIN CƏNUB YAMACININ DURUCA STRUKTUR - FORMASIYA ZONASININ GIL ŞISTLƏRININ FILIZƏ PERSPEKTIVLIYI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-514openalex-snapshot
AZƏRBAYCANDA INNOVASIYA FƏALIYYƏTININ STIMULLAŞDIRILMASININ VERGI MEXANIZMI VƏ ONUN TƏKMILLƏŞDIRILMƏSI
inferred← citeshttps://doi.org/10.36962/pahtei39042024-525openalex-snapshot
AZƏRBAYCAN RESPUBLIKASINDA VƏ INKIŞAF ETMƏKDƏ OLAN ÖLKƏLƏRIN VERGI SISTEMININ MÖVCUD VƏZIYYƏTININ TƏHLILI VƏ TƏKMILLƏŞDIRILMƏSI ISTIQAMƏTLƏRI
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