2 papers
cs.CV2025
Handling Multiple Hypotheses in Coarse-to-Fine Dense Image Matching
Matthieu Vilain, Rémi Giraud, Yannick Berthoumieu +1
Dense image matching aims to find a correspondent for every pixel of a source image in a partially overlapping target image. State-of-the-art methods typically rely on a coarse-to-…
cs.CV2024
Are Semi-Dense Detector-Free Methods Good at Matching Local Features?
Matthieu Vilain, Rémi Giraud, Hugo Germain +1
Semi-dense detector-free approaches (SDF), such as LoFTR, are currently among the most popular image matching methods. While SDF methods are trained to establish correspondences be…