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Sowmya Munukutla

2 accepted papers

2025

ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training

ICCV 2025poster

Scene coordinate regression (SCR) has established itself as a promising learning-based approach to visual relocalization. After mere minutes of scene-specific training, SCR models estimate camera poses of query images with high accuracy. Still, SCR methods fall short of the generalization capabiliti…

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2024

Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences

CVPR 2024poster

Given two images we can estimate the relative camera pose between them by establishing image-to-image correspondences. Usually correspondences are 2D-to-2D and the pose we estimate is defined only up to scale. Some applications aiming at instant augmented reality anywhere require scale-metric pose e…