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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

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Showing 11–19 of 19 papers

TitleStatusHype
Towards view-invariant vehicle speed detection from driving simulator images—0
Traffic Surveillance Camera Calibration by 3D Model Bounding Box Alignment for Accurate Vehicle Speed Measurement—0
A dataset for audio-video based vehicle speed estimation—0
Vision-based Vehicle Speed Estimation: A Survey—0
An approach to improving sound-based vehicle speed estimation—0
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework—0
Efficient Vision-based Vehicle Speed Estimation—0
Ego Vehicle Speed Estimation using 3D Convolution with Masked Attention—0
Engine and Aftertreatment Co-Optimization of Connected HEVs via Multi-Range Vehicle Speed Planning and Prediction—0
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Benchmark Results

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