no code implementations • 15 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.
no code implementations • 27 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)
no code implementations • 17 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.