Original ResearchPublished 2 October 2026Adaptive calibration and spatio-temporal filtering for robust highway wrong-way driving detectionDian Liu · Xiaomei Yuan · Zening Zhang · Lambert Zhang · Haoxiang Wang · Yang LiuFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1935771