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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…

Cited by 0SourcePDFScholar
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…