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KCFS-YOLOv5: A High-Precision Detection Method for Object Detection in Aerial Remote Sensing Images

https://doi.org/10.3390/app13010649
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-01234-2_1openalex-snapshot
CBAM: Convolutional Block Attention Module
inferredcites →https://doi.org/10.1007/978-3-319-46448-0_2openalex-snapshot
SSD: Single Shot MultiBox Detector
inferredcites →https://doi.org/10.1016/j.ecolind.2021.108499openalex-snapshot
Dynamic simulation of land use change and assessment of carbon storage based on climate change scenarios at the city level: A case study of Bortala, China
inferredcites →https://doi.org/10.1109/access.2022.3140876openalex-snapshot
Aircraft Target Detection in Remote Sensing Images Based on Improved YOLOv5
inferredcites →https://doi.org/10.1109/access.2022.3197146openalex-snapshot
AB-DLM: An Improved Deep Learning Model Based on Attention Mechanism and BiFPN for Driver Distraction Behavior Detection
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.2016.91openalex-snapshot
You Only Look Once: Unified, Real-Time Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.106openalex-snapshot
Feature Pyramid Networks for Object Detection
inferredcites →https://doi.org/10.1109/cvpr.2017.690openalex-snapshot
YOLO9000: Better, Faster, Stronger
inferredcites →https://doi.org/10.1109/cvpr.2018.00913openalex-snapshot
Path Aggregation Network for Instance Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2019.00075openalex-snapshot
Generalized Intersection Over Union: A Metric and a Loss for Bounding Box Regression
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01079openalex-snapshot
EfficientDet: Scalable and Efficient Object Detection
inferredcites →https://doi.org/10.1109/cvpr42600.2020.01155openalex-snapshot
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01350openalex-snapshot
Coordinate Attention for Efficient Mobile Network Design
inferredcites →https://doi.org/10.1109/iccv.2015.169openalex-snapshot
Fast R-CNN
inferredcites →https://doi.org/10.1109/iccv.2017.193openalex-snapshot
PanNet: A Deep Network Architecture for Pan-Sharpening
inferredcites →https://doi.org/10.1109/icip46576.2022.9897990openalex-snapshot
Slicing Aided Hyper Inference and Fine-Tuning for Small Object Detection
inferredcites →https://doi.org/10.1109/iciss55894.2022.9915256openalex-snapshot
Automatic Target Recognition and Identification for Military Ground-to-Air Observation Tasks using Support Vector Machine and Information Fusion
inferredcites →https://doi.org/10.1109/icosp.2014.7015250openalex-snapshot
SEU-tolerant Restricted Boltzmann Machine learning on DSP-based fault detection
inferredcites →https://doi.org/10.1109/icsp54964.2022.9778531openalex-snapshot
Remote Sensing Image Ship Detection Based on Improved YOLOv3
inferredcites →https://doi.org/10.1109/lgrs.2022.3207178openalex-snapshot
An Anchor-Free Network With Density Map and Attention Mechanism for Multiscale Object Detection in Aerial Images
inferredcites →https://doi.org/10.1109/tgrs.2018.2863259openalex-snapshot
Identification of Tropical Cyclone Centers in SAR Imagery Based on Template Matching and Particle Swarm Optimization Algorithms
inferredcites →https://doi.org/10.1109/tgrs.2019.2930982openalex-snapshot
CAD-Net: A Context-Aware Detection Network for Objects in Remote Sensing Imagery
inferredcites →https://doi.org/10.1109/tgrs.2021.3068970openalex-snapshot
CANet: Centerness-Aware Network for Object Detection in Remote Sensing Images
inferredcites →https://doi.org/10.1109/tpami.2015.2389824openalex-snapshot
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
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/tpami.2021.3115815openalex-snapshot
Segmenting Objects From Relational Visual Data
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
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/ccc50068.2020.9189186openalex-snapshot
Pitaya detection in orchards using the MobileNet-YOLO model
inferredcites →https://doi.org/10.3390/a14040114openalex-snapshot
Short Communication: Detecting Heavy Goods Vehicles in Rest Areas in Winter Conditions Using YOLOv5
inferredcites →https://doi.org/10.3390/agronomy12102483openalex-snapshot
Automatic Estimation of Apple Orchard Blooming Levels Using the Improved YOLOv5
inferredcites →https://doi.org/10.3390/app12125784openalex-snapshot
Human Action Recognition Based on Improved Two-Stream Convolution Network
inferredcites →https://doi.org/10.3390/app12167960openalex-snapshot
One-Stage Disease Detection Method for Maize Leaf Based on Multi-Scale Feature Fusion
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/app12178707openalex-snapshot
RS-YOLOX: A High-Precision Detector for Object Detection in Satellite Remote Sensing Images
inferredcites →https://doi.org/10.3390/rs13112052openalex-snapshot
An Improved Faster R-CNN Method to Detect Tailings Ponds from High-Resolution Remote Sensing Images
inferredcites →https://doi.org/10.3390/rs14102420openalex-snapshot
Estimation of Pb Content Using Reflectance Spectroscopy in Farmland Soil near Metal Mines, Central China
inferredcites →https://doi.org/10.3390/rs14143296openalex-snapshot
Bubble Plume Target Detection Method of Multibeam Water Column Images Based on Bags of Visual Word Features
inferredcites →https://doi.org/10.3390/rs14143362openalex-snapshot
Study of the Automatic Recognition of Landslides by Using InSAR Images and the Improved Mask R-CNN Model in the Eastern Tibet Plateau
inferredcites →https://doi.org/10.3390/s20174696openalex-snapshot
Research on Airplane and Ship Detection of Aerial Remote Sensing Images Based on Convolutional Neural Network

What points at this work

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

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inferred← citeshttps://doi.org/10.1002/ett.70425openalex-snapshot
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YOLOv7-SPD3: A Small Target Detection Algorithm for Multi-Rotor UAV Based on Improved YOLOv7
inferred← citeshttps://doi.org/10.1007/s00371-025-04042-0openalex-snapshot
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A cold-standby multilevel redundancy strategy for the protection of digital signal processor code by employing a modified bacterial evolutionary algorithm
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Intelligent identification and quantification method of rockburst behavior characteristics based on vision and 3D laser point cloud technology
inferred← citeshttps://doi.org/10.1016/j.mvr.2023.104593openalex-snapshot
Automated nailfold capillary density measurement method based on improved YOLOv5
inferred← citeshttps://doi.org/10.1016/j.rsase.2025.101582openalex-snapshot
RS-TOD: Tiny object detection model in Remote Sensing Imagery
inferred← citeshttps://doi.org/10.1038/s41598-025-02888-xopenalex-snapshot
Optimizing RetinaNet anchors using differential evolution for improved object detection
inferred← citeshttps://doi.org/10.1038/s41598-025-89124-8openalex-snapshot
Enhanced object detection in remote sensing images by applying metaheuristic and hybrid metaheuristic optimizers to YOLOv7 and YOLOv8
inferred← citeshttps://doi.org/10.1049/ipr2.13231openalex-snapshot
Underwater organisms detection algorithm based on multi‐scale perception and representation enhancement
inferred← citeshttps://doi.org/10.1061/jcemd4.coeng-14985openalex-snapshot
Enhancing Worker Safety: Real-Time Automated Detection of Personal Protective Equipment to Prevent Falls from Heights at Construction Sites Using Improved YOLOv8 and Edge Devices
inferred← citeshttps://doi.org/10.1088/1361-6501/ace929openalex-snapshot
An efficient method of pavement distress detection based on improved YOLOv7
inferred← citeshttps://doi.org/10.1109/auteee62881.2024.10869729openalex-snapshot
DS-YOLOv8 for Detecting Small Objects in Remote Sensing Imagery
inferred← citeshttps://doi.org/10.1109/cbase64041.2024.10824445openalex-snapshot
Dual-Path Downsampling Algorithm Based on HWD-MP
inferred← citeshttps://doi.org/10.1109/icadeis65852.2025.10933352openalex-snapshot
Harnessing YOLO for Loose Fruits Detection: Boosting Productivity in Palm Oil Plantations
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Research on Pedestrian Detection Algorithm Based on Improved YOLOv5s
inferred← citeshttps://doi.org/10.1109/icmacc62921.2024.10894002openalex-snapshot
Real Time Object Detection of Vehicles and Labeling Using the YOLOv5 Method
inferred← citeshttps://doi.org/10.1109/ieai59107.2023.00008openalex-snapshot
Traffic Video Analytic Based on Convolutional Neural Network (CNN)
inferred← citeshttps://doi.org/10.1109/lgrs.2023.3344937openalex-snapshot
SCNet: A Lightweight and Efficient Object Detection Network for Remote Sensing
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YGNet: A Lightweight Object Detection Model for Remote Sensing
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3387572openalex-snapshot
SFSANet: Multiscale Object Detection in Remote Sensing Image Based on Semantic Fusion and Scale Adaptability
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3684824openalex-snapshot
Few-Shot Target Recognition of Remote Sensing Images Based on Causal Consistency and Domain-Sensitive Channel Regularization
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FalconEye: Efficient Centroid-Based Object Detection for Maritime High Altitude UAV Images on Embedded Devices
inferred← citeshttps://doi.org/10.1117/1.jrs.18.016502openalex-snapshot
LRSNet: a high-efficiency lightweight model for object detection in remote sensing
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Lightweight remote sensing object detection algorithm for spaceborne edge computation
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Vehicle Target Detection Algorithm Based on Improved Faster R-CNN for Remote Sensing Images
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A Real-Time Small Target Vehicle Detection Algorithm with an Improved YOLOv5m Network Model
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A Lightweight YOLOv5 Optimization of Coordinate Attention
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SAR Image Aircraft Target Recognition Based on Improved YOLOv5
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Image Recognition Method for Micropores Inside Small Gas Pipelines
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ASHM-YOLOv9: A Detection Model for Strawberry in Greenhouses at Multiple Stages
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AI-Driven Recognition and Sustainable Preservation of Ancient Murals: The DKR-YOLO Framework
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Exploiting Remote Sensing Imagery for Vehicle Detection and Classification Using an Artificial Intelligence Technique
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A Small Object Detection Method for Drone-Captured Images Based on Improved YOLOv7
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Bayes R-CNN: An Uncertainty-Aware Bayesian Approach to Object Detection in Remote Sensing Imagery for Enhanced Scene Interpretation
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HFEF2-YOLO: Hierarchical Dynamic Attention for High-Precision Multi-Scale Small Target Detection in Complex Remote Sensing
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An Improved YOLOv5-Based Underwater Object-Detection Framework
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A New Approach for Super Resolution Object Detection Using an Image Slicing Algorithm and the Segment Anything Model
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Image Recognition for Floating Waste Monitoring in a Traditional Surface Irrigation System
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