Papers Vehicle Speed Estimation
“Vehicle Speed Estimation” 태그가 달린 논문 20편 · 필터 해제
Calibration-Free Vehicle Speed Estimation: A Monocular Keypoint-Template Approach
This paper proposes a calibration-free framework for reliably and effectively estimating vehicle speeds from monocular videos, without relying on roadway features, camera calibration, or roadway-feature-based reference o…
Vehicle Speed EstimationKeypoint DetectionEfficient Vision-based Vehicle Speed Estimation
This paper presents a computationally efficient method for vehicle speed estimation from traffic camera footage. Building upon previous work that utilizes 3D bounding boxes derived from 2D detections and vanishing point …
Quantizationvehicle detectionVehicle Speed EstimationEstimating Vehicle Speed on Roadways Using RNNs and Transformers: A Video-based Approach
This project explores the application of advanced machine learning models, specifically Long Short-Term Memory (LSTM), Gated Recurrent Units (GRU), and Transformers, to the task of vehicle speed estimation using video da…
Vehicle Speed EstimationDetecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework
Road accidents are quite common in almost every part of the world, and, in majority, fatal accidents are attributed to over speeding of vehicles. The tendency to over speeding is usually tried to be controlled using chec…
Depth Estimationobject-detectionObject DetectionVehicle Speed EstimationVehicle Speed Detection System Utilizing YOLOv8: Enhancing Road Safety and Traffic Management for Metropolitan Areas
In order to ensure traffic safety through a reduction in fatalities and accidents, vehicle speed detection is essential. Relentless driving practices are discouraged by the enforcement of speed restrictions, which are ma…
ManagementVehicle Speed EstimationFARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras
Estimating the speed of vehicles using traffic cameras is a crucial task for traffic surveillance and management, enabling more optimal traffic flow, improved road safety, and lower environmental impact. Transportation-d…
ManagementVehicle Speed EstimationEgo Vehicle Speed Estimation using 3D Convolution with Masked Attention
Speed estimation of an ego vehicle is crucial to enable autonomous driving and advanced driver assistance technologies. Due to functional and legacy issues, conventional methods depend on in-car sensors to extract vehicl…
Autonomous DrivingVehicle Speed EstimationA dataset for audio-video based vehicle speed estimation
Accurate speed estimation of road vehicles is important for several reasons. One is speed limit enforcement, which represents a crucial tool in decreasing traffic accidents and fatalities. Compared with other research ar…
Vehicle Speed EstimationTowards view-invariant vehicle speed detection from driving simulator images
The use of cameras for vehicle speed measurement is much more cost effective compared to other technologies such as inductive loops, radar or laser. However, accurate speed measurement remains a challenge due to the inhe…
Vehicle Speed EstimationSeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAV
Visual perception from drones has been largely investigated for Intelligent Traffic Monitoring System (ITMS) recently. In this paper, we introduce SeeFar to achieve vehicle speed estimation and traffic flow analysis base…
Vehicle Speed EstimationMel-spectrogram features for acoustic vehicle detection and speed estimation
The paper addresses acoustic vehicle detection and speed estimation from single sensor measurements. We predict the vehicle's pass-by instant by minimizing clipped vehicle-to-microphone distance, which is predicted from …
vehicle detectionVehicle Speed EstimationAn approach to improving sound-based vehicle speed estimation
We consider improving the performance of a recently proposed sound-based vehicle speed estimation method. In the original method, an intermediate feature, referred to as the modified attenuation (MA), has been proposed f…
vehicle detectionVehicle Speed EstimationVehicle Speed Estimation Using Computer Vision And Evolutionary Camera Calibration
Currently, the standard for vehicle speed estimation is radar or lidar speed signs which can be costly to buy and maintain. However, most major cities already implement networks of traffic surveillance cameras that can b…
Camera CalibrationHomography EstimationVehicle Speed EstimationVision-based Vehicle Speed Estimation: A Survey
The need to accurately estimate the speed of road vehicles is becoming increasingly important for at least two main reasons. First, the number of speed cameras installed worldwide has been growing in recent years, as the…
SurveyVehicle Speed EstimationRobust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance
Even though CCTV cameras are widely deployed for traffic surveillance and have therefore the potential of becoming cheap automated sensors for traffic speed analysis, their large-scale usage toward this goal has not …
Camera CalibrationKeypoint DetectionVehicle Speed EstimationDetection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement
Detection and tracking of vehicles captured by traffic surveillance cameras is a key component of intelligent transportation systems. We present an improved version of our algorithm for detection of 3D bounding boxes of …
Vehicle Speed EstimationEngine and Aftertreatment Co-Optimization of Connected HEVs via Multi-Range Vehicle Speed Planning and Prediction
Connected vehicles (CVs) have situational awareness that can be exploited for control and optimization of the powertrain system. While extensive studies have been carried out for energy efficiency improvement of CVs via …
ManagementPredictionVehicle Speed EstimationSpeed estimation evaluation on the KITTI benchmark based on motion and monocular depth information
In this technical report we investigate speed estimation of the ego-vehicle on the KITTI benchmark using state-of-the-art deep neural network based optical flow and single-view depth prediction methods. Using a straightf…
Depth EstimationDepth PredictionOptical Flow EstimationVehicle Speed EstimationPerspective transformation for accurate detection of 3D bounding boxes of vehicles in traffic surveillance
Detection and tracking of vehicles captured by traffic surveillance cameras is a key component of intelligent traffic systems. In this paper a novel method of detecting 3D bounding boxes of vehicles is presented. Using t…
Vehicle Speed EstimationTraffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement
In this paper, we focus on fully automatic traffic surveillance camera calibration, which we use for speed measurement of passing vehicles. We improve over a recent state-of-the-art camera calibration method for traffic …
Camera CalibrationVehicle Speed Estimation