Browse State-of-the-Art › Vehicle Speed Estimation

Vehicle Speed Estimation

5 papers with code · 1 benchmark · 2 datasets archive 2025-07-28

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.

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

1 leaderboard table shown for this task, 1 with rows (a “benchmark” on this site is a table with at least one row, as on /sota), ordered by row count. “Best model” is the first row in the archive's own order at snapshot; nothing is re-ranked here and metric direction is not recorded in the archive. PwC's Trend sparklines are not in the archive, so that column is omitted.

Dataset	Best model (first row in archive order)	Paper	Code	Syntology	Compare
BrnoCompSpeed (4 rows)	Transform3D	Detection of 3D Bounding Boxes of Vehicles Using Perspective...	code	—	Compare

Syntology column: samples harvested from the paper's repositories and executed on synthesized fixtures; “ran” is not a correctness claim and does not order the table. A dash means no Syntology record for that paper, not a recorded non-run. Read from the graph 2026-09-24.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

BrnoCompSpeed VBR

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Video

Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (19 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

Detection of 3D Bounding Boxes of Vehicles Using Perspective Transformation for Accurate Speed Measurement

29 Mar 2020 3 repositories listed

We present an improved version of our algorithm for detection of 3D bounding boxes of vehicles, their tracking and subsequent speed estimation.
Vehicle Speed Detection System Utilizing YOLOv8: Enhancing Road Safety and Traffic Management for Metropolitan Areas

11 Jun 2024 1 repository listed

In order to ensure traffic safety through a reduction in fatalities and accidents, vehicle speed detection is essential.
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras

25 Sep 2023 1 repository listed

To address this, we provide a novel framework for automatic real-time vehicle speed calculation, which copes with more diverse data from publicly available traffic cameras to achieve greater robustness.
Vehicle Speed Estimation Using Computer Vision And Evolutionary Camera Calibration

16 Oct 2021 1 repository listed

Finally, the results show that the proposed homography method reduces the projection error from world to image point by 97\%, when compared to the other two methods, and the complete workflow can successfully estimate…
Perspective transformation for accurate detection of 3D bounding boxes of vehicles in traffic surveillance

8 Feb 2019 1 repository listed

Detection and tracking of vehicles captured by traffic surveillance cameras is a key component of intelligent traffic systems.

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