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Bibliographic Details
Main Authors: Zouein, Julien, Javidnia, Hossein, Pitié, François, Kokaram, Anil
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2510.17434
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Table of Contents:
  • We repurpose AV1 motion vectors to produce dense sub-pixel correspondences and short tracks filtered by cosine consistency. On short videos, this compressed-domain front end runs comparably to sequential SIFT while using far less CPU, and yields denser matches with competitive pairwise geometry. As a small SfM demo on a 117-frame clip, MV matches register all images and reconstruct 0.46-0.62M points at 0.51-0.53,px reprojection error; BA time grows with match density. These results show compressed-domain correspondences are a practical, resource-efficient front end with clear paths to scaling in full pipelines.