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in-the-wild monocular camera calibration

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Tame a Wild Camera: In-the-Wild Monocular Camera Calibration

Neural Information Processing SystemsJan-19-2025, 14:30:11 GMT

The incidence field is a learnable monocular 3D prior, determined pixel-wisely by up-to-sacle monocular depthmap and surface normal.With the estimated incidence field, a robust RANSAC algorithm recovers intrinsic.We show the effectiveness of our method through superior performance on synthetic and zero-shot testing datasets.Beyond calibration, we demonstrate downstream applications in image manipulation detection \& restoration, uncalibrated two-view pose estimation, and 3D sensing.

artificial intelligence, in-the-wild monocular camera calibration, incidence field, (4 more...)

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Vision (1.00)

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