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Edge Intelligence Empowered Vehicle Detection and Image Segmentation for Autonomous Vehicles

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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/s11760-020-01652-0openalex-snapshot
Intra-pulse modulation radar signal recognition based on Squeeze-and-Excitation networks
inferredcites →https://doi.org/10.1088/1742-6596/1911/1/012029openalex-snapshot
Heavy-Vehicle Detection Based on YOLOv4 featuring Data Augmentation and Transfer-Learning Techniques
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.2015.7298965openalex-snapshot
Fully convolutional networks for 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.2017.549openalex-snapshot
RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation
inferredcites →https://doi.org/10.1109/cvpr.2017.660openalex-snapshot
Pyramid Scene Parsing Network
inferredcites →https://doi.org/10.1109/cvpr.2018.00474openalex-snapshot
MobileNetV2: Inverted Residuals and Linear Bottlenecks
inferredcites →https://doi.org/10.1109/cvpr.2019.00584openalex-snapshot
Deep High-Resolution Representation Learning for Human Pose Estimation
inferredcites →https://doi.org/10.1109/icceai55464.2022.00103openalex-snapshot
Vehicle Detection in Traffic Monitoring Scenes Based on Improved YOLOV5s
inferredcites →https://doi.org/10.1109/iccv48922.2021.01019openalex-snapshot
Refining activation downsampling with SoftPool
inferredcites →https://doi.org/10.1109/jiot.2022.3151619openalex-snapshot
UAV-Enabled Mobile-Edge Computing for AI Applications: Joint Model Decision, Resource Allocation, and Trajectory Optimization
inferredcites →https://doi.org/10.1109/jproc.2019.2947490openalex-snapshot
Mobile Edge Intelligence and Computing for the Internet of Vehicles
inferredcites →https://doi.org/10.1109/jsac.2021.3126076openalex-snapshot
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
inferredcites →https://doi.org/10.1109/mwc.001.2000292openalex-snapshot
Edge Intelligence for Autonomous Driving in 6G Wireless System: Design Challenges and Solutions
inferredcites →https://doi.org/10.1109/smc42975.2020.9283365openalex-snapshot
An Auxiliary Screening System for Autism Spectrum Disorder Based on Emotion and Attention Analysis
inferredcites →https://doi.org/10.1109/tii.2021.3088407openalex-snapshot
Adaptive Digital Twin and Multiagent Deep Reinforcement Learning for Vehicular Edge Computing and Networks
inferredcites →https://doi.org/10.1109/tim.2022.3196954openalex-snapshot
YOLOv5-Fog: A Multiobjective Visual Detection Algorithm for Fog Driving Scenes Based on Improved YOLOv5
inferredcites →https://doi.org/10.1109/tits.2020.3025687openalex-snapshot
An Edge Traffic Flow Detection Scheme Based on Deep Learning in an Intelligent Transportation System
inferredcites →https://doi.org/10.1109/tits.2021.3091321openalex-snapshot
Multi-Objective Optimization for Resource Allocation in Vehicular Cloud Computing Networks
inferredcites →https://doi.org/10.1109/tits.2021.3099368openalex-snapshot
FedCPF: An Efficient-Communication Federated Learning Approach for Vehicular Edge Computing in 6G Communication Networks
inferredcites →https://doi.org/10.1109/tits.2021.3128012openalex-snapshot
An Intelligent Caching Strategy Considering Time-Space Characteristics in Vehicular Named Data Networks
inferredcites →https://doi.org/10.1109/tits.2022.3147845openalex-snapshot
Short-Term Traffic Flow Prediction of the Smart City Using 5G Internet of Vehicles Based on Edge Computing
inferredcites →https://doi.org/10.1109/tits.2022.3168358openalex-snapshot
Consortium Blockchain-Based Computation Offloading Using Mobile Edge Platoon Cloud in Internet of Vehicles
inferredcites →https://doi.org/10.1109/tits.2022.3171978openalex-snapshot
Group’n Route: An Edge Learning-Based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles
inferredcites →https://doi.org/10.1109/tits.2022.3219998openalex-snapshot
Bidirectional Data-Driven Trajectory Prediction for Intelligent Maritime Traffic
inferredcites →https://doi.org/10.1109/tmc.2021.3137219openalex-snapshot
An Information-Centric In-Network Caching Scheme for 5G-Enabled Internet of Connected Vehicles
inferredcites →https://doi.org/10.1109/tmc.2022.3157957openalex-snapshot
KeepEdge: A Knowledge Distillation Empowered Edge Intelligence Framework for Visual Assisted Positioning in UAV Delivery
inferredcites →https://doi.org/10.1109/tnse.2022.3207214openalex-snapshot
Aerial Edge Computing on Orbit: A Task Offloading and Allocation Scheme
inferredcites →https://doi.org/10.1109/tpami.2017.2699184openalex-snapshot
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
inferredcites →https://doi.org/10.1109/tpami.2020.2983686openalex-snapshot
Deep High-Resolution Representation Learning for Visual Recognition
inferredcites →https://doi.org/10.1109/tvt.2022.3165172openalex-snapshot
Intelligence Networking for Autonomous Driving in Beyond 5G Networks With Multi-Access Edge Computing
inferredcites →https://doi.org/10.48550/arxiv.2004.10934openalex-snapshot
YOLOv4: Optimal Speed and Accuracy of Object Detection

What points at this work

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

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DS-SwinUNet: Redesigning Skip Connection With Double Scale Attention for Land Cover Semantic Segmentation
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Mask-Guided Cross-Modality Fusion Network for Visible-Infrared Vehicle Detection
inferred← citeshttps://doi.org/10.1109/mits.2025.3551736openalex-snapshot
Personalizing Driver Agent Using Large Language Models for Driving Safety and Smarter Human–Machine Interactions
inferred← citeshttps://doi.org/10.1109/pacrim61180.2024.10690208openalex-snapshot
Improved Semi-Supervised Attention GAN for Semantic Segmentation
inferred← citeshttps://doi.org/10.1109/punecon67554.2025.11377976openalex-snapshot
Hybrid AI-Driven Detection Algorithm for Realtime Fire Monitoring and Intelligent Transportation Systems
inferred← citeshttps://doi.org/10.1109/robio66223.2025.11378092openalex-snapshot
Model Predictive Path-Following Control for an Articulated Robotic Roller on Granular Terrain with Kalman Filter
inferred← citeshttps://doi.org/10.1109/smartiot58732.2023.00029openalex-snapshot
Research on Recognition Method of Running Landing Action Based on Posture Sensor
inferred← citeshttps://doi.org/10.1109/ssiai59505.2024.10508700openalex-snapshot
Detection and tracking of multiple vehicles using semantic information
inferred← citeshttps://doi.org/10.1109/ssitcon62437.2024.10797083openalex-snapshot
Federated Learning-Based Network Slicing in 6G Systems for Enhanced Performance in Autonomous Vehicle Communication
inferred← citeshttps://doi.org/10.1109/tcbb.2023.3258455openalex-snapshot
CDT-CAD: Context-Aware Deformable Transformers for End-to-End Chest Abnormality Detection on X-Ray Images
inferred← citeshttps://doi.org/10.1109/tdsc.2026.3715804openalex-snapshot
NEO: Navigating Entropy in Optimized Closed-Box Video Adversarial Attacks
inferred← citeshttps://doi.org/10.1109/techdev64369.2024.00023openalex-snapshot
Real-time Resource Management Mechanism for Mobile IoT Devices in 5G-enabled Edge Computing
inferred← citeshttps://doi.org/10.1109/tgrs.2024.3452550openalex-snapshot
Mask-Guided Mamba Fusion for Drone-Based Visible-Infrared Vehicle Detection
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3655959openalex-snapshot
ESCVehicle: A Drone-Based Visible–Infrared Vehicle Benchmark With Extensive Scene Coverage
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3713370openalex-snapshot
A Lightweight Multiscale Fusion Framework for Traffic Vehicle Detection From Satellite Remote Sensing, UAV, and CCTV Imagery
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3734146openalex-snapshot
SeRoNet: Semantic-Aware Channel Routing for UAV Visible-Infrared Object Detection
inferred← citeshttps://doi.org/10.1109/tii.2023.3313641openalex-snapshot
Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet
inferred← citeshttps://doi.org/10.1109/tits.2023.3274307openalex-snapshot
Microservice-Oriented Service Placement for Mobile Edge Computing in Sustainable Internet of Vehicles
inferred← citeshttps://doi.org/10.1109/tits.2023.3333749openalex-snapshot
Audiovisual Affect Recognition for Autonomous Vehicles: Applications and Future Agendas
inferred← citeshttps://doi.org/10.1109/tits.2024.3359242openalex-snapshot
Exploiting Low-Level Representations for Ultra-Fast Road Segmentation
inferred← citeshttps://doi.org/10.1109/tits.2024.3390576openalex-snapshot
A Coarse-to-Fine Deep Learning Based Framework for Traffic Light Recognition
inferred← citeshttps://doi.org/10.1109/tits.2024.3440474openalex-snapshot
A Review on Emergency Vehicle Management for Intelligent Transportation Systems
inferred← citeshttps://doi.org/10.1109/tits.2025.3528064openalex-snapshot
AGFNet: Adaptive Gated Fusion Network for RGB-T Semantic Segmentation
inferred← citeshttps://doi.org/10.1109/tits.2025.3550120openalex-snapshot
DualFocus GAN for Robust Watermarking in Transportation Cyber-Physical Systems
inferred← citeshttps://doi.org/10.1109/tits.2025.3621001openalex-snapshot
A Lightweight Similar Vehicle Detection Method With Multi-Scale Attention and Feature Fusion
inferred← citeshttps://doi.org/10.1109/tits.2026.3678244openalex-snapshot
Attribute-Guided Semantic Alignment With Pre-Trained Foundation Models for Vehicle Detection
inferred← citeshttps://doi.org/10.1109/tiv.2024.3419689openalex-snapshot
Domain Adaptation Based Object Detection for Autonomous Driving in Foggy and Rainy Weather
inferred← citeshttps://doi.org/10.1109/tmc.2023.3337246openalex-snapshot
SFO: An Adaptive Task S cheduling Based on Incentive Fleet F ormation and Metrizable Resource O rchestration for Autonomous Vehicle Platooning
inferred← citeshttps://doi.org/10.1109/tmc.2024.3437745openalex-snapshot
Adaptive Incentive and Resource Allocation for Blockchain-Supported Edge Video Streaming Systems: A Cooperative Learning Approach
inferred← citeshttps://doi.org/10.1109/tmc.2026.3683661openalex-snapshot
FedOTO: Toward Low-Latency Drowsiness Detection Service in IoV via Structured Federated Pruning
inferred← citeshttps://doi.org/10.1109/tnnls.2025.3631509openalex-snapshot
Leader-Based Multiexpert Neural Network for High-Level Visual Tasks
inferred← citeshttps://doi.org/10.1109/tnse.2023.3347413openalex-snapshot
Blind Recognition Method for Non-Cooperative Communication Signals Based on Aerial Computing
inferred← citeshttps://doi.org/10.1109/tnse.2024.3350640openalex-snapshot
UAV T-YOLO-Rice: An Enhanced Tiny Yolo Networks for Rice Leaves Diseases Detection in Paddy Agronomy
inferred← citeshttps://doi.org/10.1109/tsmc.2025.3614905openalex-snapshot
Adaptive Second-Order Sliding Mode Controller Design Subject to Mismatched Uncertainties
inferred← citeshttps://doi.org/10.1109/tvt.2024.3469281openalex-snapshot
CoMS: Collaborative DNN Model Selection for Heterogeneous Edge Computing Systems
inferred← citeshttps://doi.org/10.1109/tvt.2025.3564471openalex-snapshot
Joint Service Placement and Model Partitioning for Accelerating DNN Inference in Edge Intelligence Empowered Vehicle Networks
inferred← citeshttps://doi.org/10.1109/wacvw68408.2026.00089openalex-snapshot
K-Vehicles: A Remote Sensing Dataset for Vehicle Detection in Aerial Imagery
inferred← citeshttps://doi.org/10.1109/yef-ece66503.2025.11117536openalex-snapshot
Quantizing Deep Learning Vision Models - A Systematic Approach
inferred← citeshttps://doi.org/10.1117/1.jei.33.6.063007openalex-snapshot
L-DeeplabV3+: a lightweight semantic segmentation algorithm for complex scene perception
inferred← citeshttps://doi.org/10.1117/12.3007197openalex-snapshot
Artificial intelligence in multibeam satellite communication systems: architecture and prospects
inferred← citeshttps://doi.org/10.1126/sciadv.adt6527openalex-snapshot
In-sensor multilevel image adjustment for high-clarity contour extraction using adjustable synaptic phototransistors
inferred← citeshttps://doi.org/10.1142/s0218126626300047openalex-snapshot
Advancements in Deep Learning for Automatic Moving Vehicle Detection in Intelligent Traffic Surveillance: A Comprehensive Review and Statistical Analysis
inferred← citeshttps://doi.org/10.1145/3627673.3679948openalex-snapshot
Intricate Object Detection in Self Driving Environments with Edge-Adaptive Depth Estimation(EADE)
inferred← citeshttps://doi.org/10.1145/3672758.3672812openalex-snapshot
Multi-Edge Computing Collaboration Based On QoS-QoE Model
inferred← citeshttps://doi.org/10.1145/3690931.3690933openalex-snapshot
An Absolute Distance Estimation Method for Obstacle Detection Based on YOLOv5s
inferred← citeshttps://doi.org/10.1145/3700792openalex-snapshot
A Survey on Securing Image-Centric Edge Intelligence
inferred← citeshttps://doi.org/10.1145/3729420openalex-snapshot
A Survey of Autonomous Driving from a Deep Learning Perspective
inferred← citeshttps://doi.org/10.1145/3774904.3792281openalex-snapshot
Prototype Augmentation-based Edge-end Heterogeneous Collaborative Learning
inferred← citeshttps://doi.org/10.1155/2023/6683900openalex-snapshot
Intelligent Deployment of Delay-Sensitive Service Function Chain Based on Parallelization and Improved Cuckoo Search Algorithm
inferred← citeshttps://doi.org/10.1177/14727978251385202openalex-snapshot
Folk dance dynamic segmentation algorithm in intelligent dance teaching based on HN-DeepLabv3+
inferred← citeshttps://doi.org/10.1186/s13635-024-00158-3openalex-snapshot
Machine learning security and privacy: a review of threats and countermeasures
inferred← citeshttps://doi.org/10.1371/journal.pone.0300767openalex-snapshot
Semantic segmentation of urban environments: Leveraging U-Net deep learning model for cityscape image analysis
inferred← citeshttps://doi.org/10.1371/journal.pone.0306283openalex-snapshot
An improved particle swarm optimization for multilevel thresholding medical image segmentation
inferred← citeshttps://doi.org/10.1371/journal.pone.0342084openalex-snapshot
FRCP-YOLO: Road object detection algorithm based on improved YOLOv8n
inferred← citeshttps://doi.org/10.1371/journal.pone.0342261openalex-snapshot
Multi-strategy remora optimization algorithm for color multi-threshold image segmentation
inferred← citeshttps://doi.org/10.14569/ijacsa.2023.0141136openalex-snapshot
Investigation of Deep Learning Based Semantic Segmentation Models for Autonomous Vehicles
inferred← citeshttps://doi.org/10.17683/ijomam/issue16.13openalex-snapshot
VEHICLE AND PEDESTRIAN TARGET DETECTION MODEL UNDER COMPLEX TRAFFIC CONDITIONS
inferred← citeshttps://doi.org/10.20965/jaciii.2026.p0123openalex-snapshot
A Multi-Scale Feature Fusion-Based Model for High-Accuracy and Efficient Vehicle Detection in Complex Scenarios
inferred← citeshttps://doi.org/10.2139/ssrn.5325607openalex-snapshot
Enhancing Image Segmentation Accuracy with Adaptive Fractional Differential Active Contours and Additive Bias Field Modeling
inferred← citeshttps://doi.org/10.22541/au.171156458.88547235/v1openalex-snapshot
Semantic Segmentation of Foggy Scenes Based on Progressive Domain Gap Decoupling
inferred← citeshttps://doi.org/10.23919/cje.2022.00.337openalex-snapshot
A V2V Emergent Message Dissemination Scheme for 6G-Oriented Vehicular Networks
inferred← citeshttps://doi.org/10.23919/eusipco63237.2025.11226416openalex-snapshot
Neural Architecture Search and Knowledge Distillation for Semantic Image Segmentation on Big Wildfire Datasets
inferred← citeshttps://doi.org/10.26599/tst.2023.9010008openalex-snapshot
Heating-Cooling Monitoring and Power Consumption Forecasting Using LSTM for Energy-Efficient Smart Management of Buildings: A Computational Intelligence Solution for Smart Homes
inferred← citeshttps://doi.org/10.32604/cmc.2024.046094openalex-snapshot
Unsupervised Color Segmentation with Reconstructed Spatial Weighted Gaussian Mixture Model and Random Color Histogram
inferred← citeshttps://doi.org/10.32985/ijeces.16.6.4openalex-snapshot
Bibliometric Analysis of Scientific Production of Intelligent Video Surveillance
inferred← citeshttps://doi.org/10.3389/fenvs.2024.1412870openalex-snapshot
Remote sensing data fusion approach for estimating forest degradation: a case study of boreal forests damaged by Polygraphus proximus
inferred← citeshttps://doi.org/10.3390/app13126913openalex-snapshot
Faster RCNN Target Detection Algorithm Integrating CBAM and FPN
inferred← citeshttps://doi.org/10.3390/app15137533openalex-snapshot
Key Considerations for Real-Time Object Recognition on Edge Computing Devices
inferred← citeshttps://doi.org/10.3390/drones10040264openalex-snapshot
MVFF: Multi-View Feature Fusion Network for Small UAV Detection
inferred← citeshttps://doi.org/10.3390/drones9030166openalex-snapshot
UAV Target Segmentation Based on Depse Unet++ Modeling
inferred← citeshttps://doi.org/10.3390/engproc2026126035openalex-snapshot
Feasibility of AI Feature Recognition-Aided PNT in GNSS-Challenged Environments
inferred← citeshttps://doi.org/10.3390/jsan12010017openalex-snapshot
Editorial: Edge Computing for the Internet of Things
inferred← citeshttps://doi.org/10.3390/math13152464openalex-snapshot
A Mathematical Survey of Image Deep Edge Detection Algorithms: From Convolution to Attention
inferred← citeshttps://doi.org/10.3390/mca31020038openalex-snapshot
GDFSIC: A Few-Shot Image Classification Framework Integrating Global–Local Attention with Distance–Direction Similarity
inferred← citeshttps://doi.org/10.3390/rs15112741openalex-snapshot
A Hierarchical Fusion SAR Image Change-Detection Method Based on HF-CRF Model
inferred← citeshttps://doi.org/10.3390/rs15112801openalex-snapshot
DRL-Based Load-Balancing Routing Scheme for 6G Space–Air–Ground Integrated Networks
inferred← citeshttps://doi.org/10.3390/rs15143535openalex-snapshot
Infrared and Visible Image Homography Estimation Based on Feature Correlation Transformers for Enhanced 6G Space–Air–Ground Integrated Network Perception
inferred← citeshttps://doi.org/10.3390/rs15194731openalex-snapshot
Residual Attention Mechanism for Remote Sensing Target Hiding
inferred← citeshttps://doi.org/10.3390/rs15205051openalex-snapshot
Edge Consistency Feature Extraction Method for Multi-Source Image Registration
inferred← citeshttps://doi.org/10.3390/rs16071239openalex-snapshot
Exploring Uncertainty-Based Self-Prompt for Test-Time Adaptation Semantic Segmentation in Remote Sensing Images
inferred← citeshttps://doi.org/10.3390/rs16173136openalex-snapshot
BCMFIFuse: A Bilateral Cross-Modal Feature Interaction-Based Network for Infrared and Visible Image Fusion
inferred← citeshttps://doi.org/10.3390/rs18030413openalex-snapshot
Hierarchical Multiscale Fusion with Coordinate Attention for Lithologic Mapping from Remote Sensing
inferred← citeshttps://doi.org/10.3390/s23041815openalex-snapshot
Generated Image Editing Method Based on Global-Local Jacobi Disentanglement for Machine Learning
inferred← citeshttps://doi.org/10.3390/s23094399openalex-snapshot
Intrusion Detection Method for Internet of Vehicles Based on Parallel Analysis of Spatio-Temporal Features
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