{"version":1,"kind":"Article","sha256":"","slug":"714","location":"","dependencies":[],"doi":"10.54294/8o16uw","frontmatter":{"title":"An ITK implementation of the Normalized Gradient Field Image to Image Metric","abstract":"This article describes the ITK implementation of a Normalized Gradient Fields\nbased image-to-image metric. Some properties of the metric are discussed and example registrations are presented.","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":["Metric","Image registration"],"authors":[{"name":"Wollny, Gert","email":"gert@die.upm.es","affiliations":["Biomedical Imaging Technologies, ETSIT, UPM "],"corresponding":true},{"name":"Ledesma-Carbayo, María-Jesus","affiliations":[]},{"name":"Santos, Andrés","affiliations":[]}],"date_submitted":"2010-02-05 12:15:01","external_publication_id":714,"revision_cids":["bafkreib6uanew35wwlj7wc7xeirtkkjfphaxelycze53hos7qvikclyas4"],"github":"https://github.com/midas-journal/midas-journal-714.git"},"mdast":{"type":"root"},"downloads":[{"url":"https://ipfs.desci.com/ipfs/bafkreigvv7vwpisiyqfbzgrvezdiuswnrjomrdxdqdlhmt5q6saiukvnlq","title":"root/insight-journal-metadata.json","filename":"insight-journal-metadata.json","extra":{"size_bytes":3540,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreigtosdinv7g2jswpwjjfexcauxwhhey6ekaibfm7r2ijysfkvvaku","title":"root/code/NGFImageToImageMetric/CMakeLists.txt","filename":"CMakeLists.txt","extra":{"size_bytes":660,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiaaaju4wzsd672enes4ekzyybt6qwsutmnwdyby2t2fgs67oboqk4","title":"root/code/NGFImageToImageMetric/make-paper.sh","filename":"make-paper.sh","extra":{"size_bytes":194,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiakiigtjf7nivnoa4ze6afwpsqgm4ab4fkmgop2ahrhqwrgx4owku","title":"root/code/NGFImageToImageMetric/Examples/CMakeLists.txt","filename":"CMakeLists.txt","extra":{"size_bytes":452,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreicln7prxjzpnjxtqou3ckq4ogsvk676nqyzdhiqo22yng75tznudy","title":"root/code/NGFImageToImageMetric/Examples/ImageToNGF.cxx","filename":"ImageToNGF.cxx","extra":{"size_bytes":4410,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreifuuj24qclk4ypzhcanjrsemow7lwlphd2wyqsujd4fkvcz63mrm4","title":"root/code/NGFImageToImageMetric/Examples/MultiResImageRegistration2D.cxx","filename":"MultiResImageRegistration2D.cxx","extra":{"size_bytes":19184,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiabzkf3wnzrpi756hmn4e3c4zhxvgqahbpeglatuv7a6cotnxez2u","title":"root/code/NGFImageToImageMetric/Examples/MultiResImageRegistration2DTranslateOnly.cxx","filename":"MultiResImageRegistration2DTranslateOnly.cxx","extra":{"size_bytes":18499,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreifwqooqfrggbily6qmg3pj3qefu5fgoiytjhhticzbwoor2vfzvyu","title":"root/code/NGFImageToImageMetric/Examples/NGFGradientMap.cxx","filename":"NGFGradientMap.cxx","extra":{"size_bytes":7058,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreie4of7fyac7jqe4lg3ppftykvm7bknaagzbemp7kcxz2ttrzwmfqi","title":"root/code/NGFImageToImageMetric/Doc/InsightArticle.cls","filename":"InsightArticle.cls","extra":{"size_bytes":4240,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreibwx2wd2ufzfbomjxk2sbyadf5c2rk5s4g2kntwq4gkud6z2umrsa","title":"root/code/NGFImageToImageMetric/Doc/InsightJournal.bib","filename":"InsightJournal.bib","extra":{"size_bytes":161881,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreibru676iurwzno6b26nx2jfvrctjkjtthaqyur4g6vaufx3s2mfzm","title":"root/code/NGFImageToImageMetric/Doc/InsightJournal.sty","filename":"InsightJournal.sty","extra":{"size_bytes":36018,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreib4wtbiuzhsl2rc6aagcbpfqhyimq5y3gy6ncjgp3hpcauetdd4o4","title":"root/code/NGFImageToImageMetric/Doc/Makefile","filename":"Makefile","extra":{"size_bytes":2816,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreigspqn57ei3vn46pj4oz543zlee76aqmy5nszhbsrlrwcw3sek6wm","title":"root/code/NGFImageToImageMetric/Doc/NGFImageMetric.tex","filename":"NGFImageMetric.tex","extra":{"size_bytes":22224,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreibdgs44qj3bx2vzyllst5kbiknz5hs7uc5g5jeeuiicnr67rkt56y","title":"root/code/NGFImageToImageMetric/Doc/src1.png","filename":"src1.png","extra":{"size_bytes":2363,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreigvdkud5ezg6ighkpjjxllhmvjhzcpcurqdkqatbvemlf3aanou6u","title":"root/code/NGFImageToImageMetric/Doc/src2.png","filename":"src2.png","extra":{"size_bytes":1841,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreial6yuhlr6jilmpimicgixhnnvt7j4ydhv7dj7rvi7rl4i7ajague","title":"root/code/NGFImageToImageMetric/Doc/testdata.ods","filename":"testdata.ods","extra":{"size_bytes":19050,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreif4ue5zc5kljclqg4mvcd4us25lqg6dsysdoif34yjxv3bqw52ro4","title":"root/code/NGFImageToImageMetric/Code/CMakeLists.txt","filename":"CMakeLists.txt","extra":{"size_bytes":381,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiezbpznaxcvbqlimbdyejckldzd6tfvgj3skbsx3el7rskcoxljzq","title":"root/code/NGFImageToImageMetric/Code/deltadot.oct","filename":"deltadot.oct","extra":{"size_bytes":2726,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreif5wviqrqwhksmnxxgeiugsjckdq5ccfij3r6lzetc7dpbu6sxncm","title":"root/code/NGFImageToImageMetric/Code/itkGetImageNoiseFunction.h","filename":"itkGetImageNoiseFunction.h","extra":{"size_bytes":2242,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiezyc2n2wh3tvjflp4auxoxzjimqlwyzxoz4fotwlkxvtqwytwroe","title":"root/code/NGFImageToImageMetric/Code/itkImageToNGFFilter.h","filename":"itkImageToNGFFilter.h","extra":{"size_bytes":2738,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreihwvxxy5cfpvmpkzcid24rtmwgfbjhrmbbhohb7xx7pnpm3wcag4e","title":"root/code/NGFImageToImageMetric/Code/itkImageToNGFFilter.txx","filename":"itkImageToNGFFilter.txx","extra":{"size_bytes":1801,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreibtabnprgjpjdtksookluusrvr4vf5p4kqmx3gbgxvn72gkv7mixq","title":"root/code/NGFImageToImageMetric/Code/itkMyDefines.h","filename":"itkMyDefines.h","extra":{"size_bytes":770,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreie7sqpgmsworij2no4u346tlx2ltc4g3aiaxryovofivudp44ditm","title":"root/code/NGFImageToImageMetric/Code/itkNGFMetricKernel.h","filename":"itkNGFMetricKernel.h","extra":{"size_bytes":6982,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiawx6mur7w7c6agfditrjyiebbhrcm6izlxiy4vfqi45zm2drdtbu","title":"root/code/NGFImageToImageMetric/Code/itkNGFMetricKernel.txx","filename":"itkNGFMetricKernel.txx","extra":{"size_bytes":7351,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiayewnebj62movmajljvhhwuxdl4jphgolzphk636mp5acqwnzza4","title":"root/code/NGFImageToImageMetric/Code/itkNormalizedGradientFieldImageToImageMetric.h","filename":"itkNormalizedGradientFieldImageToImageMetric.h","extra":{"size_bytes":7451,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiducqho3itoxwm7mxfhprirkpf2d5owgf6scqb2uukplbjlnkmu2a","title":"root/code/NGFImageToImageMetric/Code/itkNormalizedGradientFieldImageToImageMetric.txx","filename":"itkNormalizedGradientFieldImageToImageMetric.txx","extra":{"size_bytes":8683,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreieedj7y4ms7omszh7khs3gwhyvlp7ylytedzcfkkkuhd4bmw3d3ru","title":"root/code/NGFImageToImageMetric/Code/testImageToNGFFilter.cpp","filename":"testImageToNGFFilter.cpp","extra":{"size_bytes":8670,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiewknh3dq54omz63ggrojkowaw7jbnhzkolauj3wdbz6znd3prh3y","title":"root/code/NGFImageToImageMetric/Code/testNGFMetricKernel.cpp","filename":"testNGFMetricKernel.cpp","extra":{"size_bytes":10185,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreicz2bkdldgalbl434j4lbqsji4qgxc72b6fuzvxpacx6unhclnd7a","title":"root/code/NGFImageToImageMetric/Code/testNormalizedGradientFieldImageToImageMetric.cpp","filename":"testNormalizedGradientFieldImageToImageMetric.cpp","extra":{"size_bytes":6055,"type":"file"}},{"url":"https://dweb.link/ipfs/bafkreicuwubk6suchk4k677fu4prtvm2x5rxnfsi64grqzpv7bwnwn23lu","title":"root/article.pdf","filename":"article.pdf","extra":{"size_bytes":304588,"type":"file"}}],"references":{"cite":{"order":["ref1","ref2","ref3"]},"data":{"ref1":{"label":"ref1","enumerator":"1","url":"https://doi.org/10.1007/3-540-26431-0_72","html":"Beyond mutual information: A simple and robust alternative+Bildverarbeitung fu¨r die Medizin+March 2005+5+354+2+2+Eldad Haber+Jan Modersitzki+Hans-Peter Meinzer+Informatik Aktuell"},"ref2":{"label":"ref2","enumerator":"2","url":"https://doi.org/10.1109/42.563664","html":". Multi-modality image registration by maximization of mutual information+IEEE Trans. on Med. Imaging+16+187+198+1997+F. Maes+A. Collignon+D. Meulen+P. Suetens"},"ref3":{"label":"ref3","enumerator":"3","html":"Wells III. Alignment by maximization of mutual information+IJCV+24+2+137+154+1997+P. Viola+W. M."}}}}