SOTAVerified

Vehicle Speed Estimation

Vehicle speed estimation is the task of detecting and tracking vehicles whose real-world speeds are then estimated. The task is usually evaluated with recall and precision of the detected vehicle tracks as well as the mean or median errors of the estimated vehicle speeds.

Papers

Showing 1119 of 19 papers

TitleStatusHype
Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information0
Towards view-invariant vehicle speed detection from driving simulator images0
Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement0
A dataset for audio-video based vehicle speed estimation0
Robust Automatic Monocular Vehicle Speed Estimation for Traffic Surveillance0
Perspective transformation for accurate detection of 3D bounding boxes of vehicles in traffic surveillanceCode0
Vehicle Speed Detection System Utilizing YOLOv8: Enhancing Road Safety and Traffic Management for Metropolitan AreasCode0
SeeFar: Vehicle Speed Estimation and Flow Analysis from a Moving UAVCode0
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic CamerasCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Edgelets + BBScale + regMean Speed Measurement Error (km/h)1.1Unverified
2Transform3DMean Speed Measurement Error (km/h)0.86Unverified
3Transform2DMean Speed Measurement Error (km/h)0.83Unverified
4Transform3DMean Speed Measurement Error (km/h)0.75Unverified