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📄 ResearchAugust 20, 2026

Unified and Efficient Point-Line Local Features

Multi-view computer vision pipelines typically rely on accurate sparse keypoints and robust descriptors. While incorporating line features has shown clear benefits for matching and pose estimation, existing point-line approaches remain inefficient: they detect points and lines separately, use increa...

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Source

http://arxiv.org/abs/2608.19894v1