Search Results for author: Fabio Bellavia

Found 3 papers, 0 papers with code

Image Matching by Bare Homography

no code implementations15 May 2023 Fabio Bellavia

Planes are mutually extended by compatible matches and the images are split into fixed tiles, with only the best homographies retained for each pair of tiles.

HarrisZ$^+$: Harris Corner Selection for Next-Gen Image Matching Pipelines

no code implementations27 Sep 2021 Fabio Bellavia, Dmytro Mishkin

Due to its role in many computer vision tasks, image matching has been subjected to an active investigation by researchers, which has lead to better and more discriminant feature descriptors and to more robust matching strategies, also thanks to the advent of the deep learning and the increased computational power of the modern hardware.

 Ranked #1 on Image Matching on IMC PhotoTourism (using extra training data)

Image Matching

SIFT Matching by Context Exposed

no code implementations17 Jun 2021 Fabio Bellavia

Evaluation is carried out according to a new benchmark devised for analyzing the matching pipeline in terms of correct correspondences on both planar and non-planar scenes, including several state-of-the-art methods as well as the common SIFT matching approach for reference.

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