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📄 ResearchMay 14, 2026

MonoPRIO: Adaptive Prior Conditioning for Unified Monocular 3D Object Detection

Monocular 3D object detection remains challenging because metric size and depth are underdetermined by single-view evidence, particularly under occlusion, truncation, and projection-induced scale-depth ambiguity. Although recent methods improve depth and geometric reasoning, metric size remains unst...

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Source

http://arxiv.org/abs/2605.14781v1