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Mind the Hitch: Dynamic Calibration and Articulated Perception for Autonomous Trucks

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Overview

Autonomous trucking introduces dynamic inter-rig geometry due to tractor–trailer articulation, breaking the static calibration assumption used in most multi-view perception systems.

dCAP is a vision-based framework for online 6-DoF tractor–trailer pose estimation and articulated perception.

The official code, pretrained models, and the STT4AT benchmark will be released soon.

News

  • 2026/02/21 🎉 Paper accepted to CVPR 2026
  • Code and dataset release coming soon in February, 2026

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[CVPR'26] Mind the Hitch: Dynamic Calibration and Articulated Perception for Autonomous Trucks

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