| Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation | Dec 21, 2024 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Texture- and Shape-based Adversarial Attacks for Vehicle Detection in Synthetic Overhead Imagery | Dec 20, 2024 | vehicle detection | —Unverified | 0 |
| A New Adversarial Perspective for LiDAR-based 3D Object Detection | Dec 17, 2024 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset | Dec 16, 2024 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning | Dec 5, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Smart Parking with Pixel-Wise ROI Selection for Vehicle Detection Using YOLOv8, YOLOv9, YOLOv10, and YOLOv11 | Dec 2, 2024 | Cloud ComputingEdge-computing | —Unverified | 0 |
| YOLOv11 for Vehicle Detection: Advancements, Performance, and Applications in Intelligent Transportation Systems | Oct 30, 2024 | Autonomous Drivingvehicle detection | —Unverified | 0 |
| Joint Audio-Visual Idling Vehicle Detection with Streamlined Input Dependencies | Oct 28, 2024 | vehicle detection | —Unverified | 0 |
| Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring | Oct 17, 2024 | Objectobject-detection | —Unverified | 0 |
| Self-Supervised Learning for Real-World Object Detection: a Survey | Oct 9, 2024 | Objectobject-detection | —Unverified | 0 |
| Deep Learning Enhanced Road Traffic Analysis: Scalable Vehicle Detection and Velocity Estimation Using PlanetScope Imagery | Oct 4, 2024 | vehicle detection | —Unverified | 0 |
| Finetuning YOLOv9 for Vehicle Detection: Deep Learning for Intelligent Transportation Systems in Dhaka, Bangladesh | Sep 29, 2024 | vehicle detection | —Unverified | 0 |
| Comparing YOLOv5 Variants for Vehicle Detection: A Performance Analysis | Aug 22, 2024 | Managementvehicle detection | —Unverified | 0 |
| MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset | Jul 29, 2024 | Event-based visionObject | —Unverified | 0 |
| Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns | Jul 20, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Optimizing ROI Benefits Vehicle ReID in ITS | Jul 13, 2024 | Clusteringvehicle detection | —Unverified | 0 |
| Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection | Jun 21, 2024 | Autonomous Drivingvehicle detection | —Unverified | 0 |
| Real-time object detection and tracking using flash LiDAR imagery | Jun 7, 2024 | 3D Object ClassificationObject | —Unverified | 0 |
| Improving Object Detector Training on Synthetic Data by Starting With a Strong Baseline Methodology | May 30, 2024 | Data AugmentationObject | —Unverified | 0 |
| Traffic control using intelligent timing of traffic lights with reinforcement learning technique and real-time processing of surveillance camera images | May 22, 2024 | ManagementOpenAI Gym | —Unverified | 0 |
| Bangladeshi Native Vehicle Detection in Wild | May 20, 2024 | Autonomous Navigationobject-detection | CodeCode Available | 0 |
| Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events | May 14, 2024 | 4kobject-detection | CodeCode Available | 0 |
| Vehicle Detection Performance in Nordic Region | Mar 22, 2024 | Data AugmentationTransfer Learning | —Unverified | 0 |
| Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors | Mar 18, 2024 | CPUEvent-based vision | —Unverified | 0 |
| EVD4UAV: An Altitude-Sensitive Benchmark to Evade Vehicle Detection in UAV | Mar 8, 2024 | Image SegmentationObject Detection | CodeCode Available | 0 |
| Real-Time Vehicle Detection and Urban Traffic Behavior Analysis Based on UAV Traffic Videos on Mobile Devices | Feb 26, 2024 | Objectobject-detection | —Unverified | 0 |
| Machine Learning-Based Malicious Vehicle Detection for Security Threats and Attacks in Vehicle Ad-hoc Network (VANET) Communications | Jan 16, 2024 | vehicle detection | —Unverified | 0 |
| Attribute Annotation and Bias Evaluation in Visual Datasets for Autonomous Driving | Dec 11, 2023 | AttributeAutonomous Driving | CodeCode Available | 0 |
| Multi-strategy Collaborative Optimized YOLOv5s and its Application in Distance Estimation | Dec 7, 2023 | vehicle detection | —Unverified | 0 |
| Enhancing Vehicle Entrance and Parking Management: Deep Learning Solutions for Efficiency and Security | Dec 5, 2023 | Face DetectionLicense Plate Recognition | —Unverified | 0 |
| MSight: An Edge-Cloud Infrastructure-based Perception System for Connected Automated Vehicles | Oct 8, 2023 | Trajectory Predictionvehicle detection | —Unverified | 0 |
| A Deeply Supervised Semantic Segmentation Method Based on GAN | Oct 6, 2023 | Generative Adversarial NetworkSegmentation | —Unverified | 0 |
| An Efficient Wide-Range Pseudo-3D Vehicle Detection Using A Single Camera | Sep 15, 2023 | vehicle detection | —Unverified | 0 |
| Polygon Intersection-over-Union Loss for Viewpoint-Agnostic Monocular 3D Vehicle Detection | Sep 13, 2023 | 3D Object DetectionMonocular 3D Object Detection | —Unverified | 0 |
| SKoPe3D: A Synthetic Dataset for Vehicle Keypoint Perception in 3D from Traffic Monitoring Cameras | Sep 4, 2023 | Keypoint DetectionPose Estimation | —Unverified | 0 |
| Exploring the Physical World Adversarial Robustness of Vehicle Detection | Aug 7, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Robust Detection, Association, and Localization of Vehicle Lights: A Context-Based Cascaded CNN Approach and Evaluations | Jul 27, 2023 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Patterns of Vehicle Lights: Addressing Complexities in Curation and Annotation of Camera-Based Vehicle Light Datasets and Metrics | Jul 26, 2023 | Autonomous DrivingTrajectory Prediction | —Unverified | 0 |
| Knowledge Distillation for Object Detection: from generic to remote sensing datasets | Jul 18, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Learned Scalable Video Coding For Humans and Machines | Jul 18, 2023 | Object Detectionvehicle detection | CodeCode Available | 0 |
| DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions | Jun 30, 2023 | Binary Classificationvehicle detection | —Unverified | 0 |
| Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models | May 24, 2023 | Objectobject-detection | CodeCode Available | 0 |
| Vehicle Detection and Classification without Residual Calculation: Accelerating HEVC Image Decoding with Random Perturbation Injection | May 14, 2023 | Image Reconstructionvehicle detection | —Unverified | 0 |
| Robust and Fast Vehicle Detection using Augmented Confidence Map | Apr 27, 2023 | Fast Vehicle Detectionvehicle detection | —Unverified | 0 |
| Nordic Vehicle Dataset (NVD): Performance of vehicle detectors using newly captured NVD from UAV in different snowy weather conditions | Apr 27, 2023 | Data Augmentationobject-detection | CodeCode Available | 0 |
| Suspicious Vehicle Detection Using Licence Plate Detection And Facial Feature Recognition | Apr 18, 2023 | Face Recognitionvehicle detection | —Unverified | 0 |
| Fast vehicle detection algorithm based on lightweight YOLO7-tiny | Apr 12, 2023 | Fast Vehicle Detectionvehicle detection | —Unverified | 0 |
| CrowdSim2: an Open Synthetic Benchmark for Object Detectors | Apr 11, 2023 | ObjectObject Detection | —Unverified | 0 |
| Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection | Apr 11, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Advances and Applications of Computer Vision Techniques in Vehicle Trajectory Generation and Surrogate Traffic Safety Indicators | Mar 27, 2023 | vehicle detection | —Unverified | 0 |