{"version":1,"kind":"Article","sha256":"","slug":"743","location":"","dependencies":[],"doi":"10.54294/soy2wu","thumbnail":"https://pub.desci.com/ipfs/bafkreigzd6umijucbily4tpdgca2bmz4ftfxvmftujcs2kp44rth22ekdu","frontmatter":{"title":"An image sampling framework for the ITK","abstract":"This document describes the implementation of image samplers using the Insight Toolkit ITK url{www.itk.org}. Image samplers take a set of `picks' from an image and store them in an array. A sample consists of the location of the pick (a point) and the corresponding image intensity (a value). Image samplers are useful for image registration, where samples are drawn from the fixed image in order to compute the similarity measure. Together with an image sampler base class, we introduce the following image samplers: 1) a full sampler that draws all voxel coordinates from the input image, 2) a grid sampler that draws samples from a user-specified regular voxel grid, 3 and 4) two random samplers that uniformly draw a user-specified number of samples from the input image.\n\nThis paper is accompanied with the source code, input data, parameters and output data that the authors used for validating the algorithm described in this paper.","license":"You are licensing your work to Kitware Inc. under the\nCreative Commons Attribution License Version 3.0.\n\nKitware Inc. agrees to the following:\n\nKitware is free\n * to copy, distribute, display, and perform the work\n * to make derivative works\n * to make commercial use of the work\n\nUnder the following conditions:\n\\\"by Attribution\\\" - Kitware must attribute the work in the manner specified by the author or licensor.\n\n * For any reuse or distribution, they must make clear to others the license terms of this work.\n * Any of these conditions can be waived if they get permission from the copyright holder.\n\nYour fair use and other rights are in no way affected by the above.\n\nThis is a human-readable summary of the Legal Code (the full license) available at\nhttp://creativecommons.org/licenses/by/3.0/legalcode","keywords":["image registration","image samplers"],"authors":[{"name":"Staring, Marius","email":"marius.staring@gmail.com","affiliations":["Leiden University Medical Center"],"corresponding":true},{"name":"Klein, Stefan","email":"s.klein@erasmusmc.nl","affiliations":[]}],"date_submitted":"2010-08-12 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