{"version":1,"kind":"Article","sha256":"","slug":"322","location":"","dependencies":[],"doi":"10.54294/8jk6oy","thumbnail":"https://pub.desci.com/ipfs/bafkreiefnv6m436sqtjca36zczu72jzri62lg7cz343334kv6hfj4w7ob4","frontmatter":{"title":"Level Set Segmentation: Active Contours without edge","abstract":"An Insight Toolkit (ITK) processing framework for segmentation using active contours without edges \r\nis presented in this paper. Our algorithm is based on the work of Chan and Vese [1] that uses level- \r\nsets to accomplish region segmentation in images with poor or no gradient information. The basic idea \r\nis to partion the image into two piecewise constant intensity regions. This work is in contrast to the \r\nlevel-set methods currently available in ITK which necessarily require gradient information. Similar to \r\nthose methods, the methods presented in this paper are also made efficient using a sparse implementation \r\nstrategy that solves the contour evolution PDE at the level-set boundary. The framework consists of 6 \r\nnew ITK filters that inherit in succession from itk::SegmentationFilter. We include 2D/3D example \r\ncode, parameter settings and show the results generated on a 2D cardiac image.","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":["chan and vese","level set"],"authors":[{"name":"mosaliganti, kishore ","email":"kishoreraom@gmail.com","affiliations":[]},{"name":"smith, benjamin","email":"benjii.man.smith@gmail.com","affiliations":[]},{"name":"gelas, arnaud","email":"arnaudgelas@gmail.com","affiliations":[]},{"name":"gouaillard, alexandre","email":"agouaillard@gmail.com","affiliations":["Singapore Agency for Science Technology and Research"],"corresponding":true},{"name":"megason, sean","affiliations":[]}],"date_submitted":"2009-03-13 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