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Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, data from different sensors, times, depths, or viewpoints. [ 1 ] It is used in computer vision , medical imaging , [ 2 ] military automatic target recognition , and compiling and analyzing images and data from ...
1 paź 2003 · Image registration is the process of overlaying images (two or more) of the same scene taken at different times, from different viewpoints, and/or by different sensors. The registration geometrically align two images (the reference and sensed images).
6 sty 2024 · Debaque et al. propose a method for the registration of thermal and visible images using homography estimation to correct parallax from two images. This method is based on ResNet34 architecture, which consists of three modules: a feature extractor, a mask predictor, and a mapping computation.
23 lip 2023 · Registration is the process of establishing spatial correspondences between images. It allows for the alignment and transfer of key information across subjects and atlases. Registration is thus a central technique in many medical imaging applications.
21 sty 2021 · In this paper, we address these issues and introduce a registration framework that (1) creates synthetic data to augment existing datasets, (2) generates ground truth data to be used in the...
5 gru 2022 · Image registration is one of the most important image processing tools enabling recognition, classification, detection and other analysis tasks. Registration methods are used to solve a large variety of real-world problems, including remote sensing, computer vision, geophysics, medical image analysis, surveillance, and so on.
We start with methods that register images rigidly and continue to methods that register images nonrigidly. Also discussed in this chapter are multiresolution and adaptive registration methods as well as evaluation of the performance of a registration method.
