| 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 |
| Multi‑camera trajectory matching based on hierarchical clustering and constraints | Oct 19, 2023 | AttributeAutonomous Driving | CodeCode Available | 1 |
| 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 |
| Learned Scalable Video Coding For Humans and Machines | Jul 18, 2023 | Object Detectionvehicle detection | CodeCode Available | 0 |
| Knowledge Distillation for Object Detection: from generic to remote sensing datasets | Jul 18, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 |
| Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object Detection | Jul 4, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| 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 |
| TelecomTM: A Fine-Grained and Ubiquitous Traffic Monitoring System Using Pre-Existing Telecommunication Fiber-Optic Cables as Sensors | May 4, 2023 | vehicle detection | CodeCode Available | 1 |
| 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 |
| Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth Estimation | Apr 3, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Advances and Applications of Computer Vision Techniques in Vehicle Trajectory Generation and Surrogate Traffic Safety Indicators | Mar 27, 2023 | vehicle detection | —Unverified | 0 |
| Fisheye traffic data set of point center markers | Jan 31, 2023 | vehicle detection | —Unverified | 0 |
| A Fine-Grained Vehicle Detection (FGVD) Dataset for Unconstrained Roads | Dec 30, 2022 | vehicle detection | CodeCode Available | 1 |
| High-temporal-resolution event-based vehicle detection and tracking | Dec 29, 2022 | Event-based visionObject | —Unverified | 0 |
| Performance Analysis of YOLO-based Architectures for Vehicle Detection from Traffic Images in Bangladesh | Dec 18, 2022 | vehicle detection | —Unverified | 0 |
| Automatic vehicle trajectory data reconstruction at scale | Dec 15, 2022 | Benchmarkingvehicle detection | —Unverified | 0 |
| Domain Adaptive Scene Text Detection via Subcategorization | Dec 1, 2022 | Scene Text DetectionText Detection | —Unverified | 0 |
| PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds | Oct 24, 2022 | Data AugmentationPseudo Label | —Unverified | 0 |
| Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection | Oct 21, 2022 | object-detectionObject Detection | —Unverified | 0 |
| A Real-Time Wrong-Way Vehicle Detection Based on YOLO and Centroid Tracking | Oct 19, 2022 | Managementobject-detection | CodeCode Available | 1 |
| Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection | Sep 28, 2022 | 2D Object Detectioncross-modal alignment | —Unverified | 0 |
| Thermal infrared image based vehicle detection in low-level illumination conditions using multi-level GANs | Sep 20, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset and Consensus-Based Models | Sep 19, 2022 | Collision AvoidanceCommon Sense Reasoning | —Unverified | 0 |
| Traffic Congestion Prediction using Deep Convolutional Neural Networks: A Color-coding Approach | Sep 16, 2022 | Classificationvehicle detection | —Unverified | 0 |
| Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes | Aug 18, 2022 | 3D Object DetectionObject | —Unverified | 0 |
| Blind-Spot Collision Detection System for Commercial Vehicles Using Multi Deep CNN Architecture | Aug 17, 2022 | object-detectionObject Detection | —Unverified | 0 |
| SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning | Aug 4, 2022 | Meta-LearningSemantic Segmentation | —Unverified | 0 |
| Adaptive Feature Fusion for Cooperative Perception using LiDAR Point Clouds | Jul 30, 2022 | Domain Adaptationfeature selection | —Unverified | 0 |
| Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework | Jul 8, 2022 | vehicle detection | CodeCode Available | 0 |
| Fast Vehicle Detection and Tracking on Fisheye Traffic Monitoring Video using CNN and Bounding Box Propagation | Jul 4, 2022 | Fast Vehicle Detectionobject-detection | —Unverified | 0 |
| LiVeR: Lightweight Vehicle Detection and Classification in Real-Time | May 27, 2022 | Classificationvehicle detection | —Unverified | 0 |