{"id":"https://openalex.org/W2129594229","doi":"https://doi.org/10.1109/cvpr.2008.4587394","title":"A statistical deformation prior for non-rigid image and shape registration","display_name":"A statistical deformation prior for non-rigid image and shape registration","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2129594229","doi":"https://doi.org/10.1109/cvpr.2008.4587394","mag":"2129594229"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2008.4587394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001369576","display_name":"Thomas Albrecht","orcid":"https://orcid.org/0000-0002-6727-7819"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Thomas Albrecht","raw_affiliation_strings":["Computer Science Department, University of Basel, Basel, Switzerland","Computer Science Department, University of Basel, Basel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel","institution_ids":["https://openalex.org/I1850255","https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108812985","display_name":"Marcel L\u00fcthi","orcid":null},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Marcel Luthi","raw_affiliation_strings":["Computer Science Department, University of Basel, Basel, Switzerland","Computer Science Department, University of Basel, Basel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel","institution_ids":["https://openalex.org/I1850255","https://openalex.org/I4210156583"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060935547","display_name":"Thomas Vetter","orcid":"https://orcid.org/0000-0002-4755-337X"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["CH","FR"],"is_corresponding":false,"raw_author_name":"Thomas Vetter","raw_affiliation_strings":["Computer Science Department, University of Basel, Basel, Switzerland","Computer Science Department, University of Basel, Basel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]},{"raw_affiliation_string":"Computer Science Department, University of Basel, Basel","institution_ids":["https://openalex.org/I1850255","https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.13,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.88666624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.68747878074646},{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.652931809425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6260725855827332},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5515574216842651},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5442718267440796},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.5278183221817017},{"id":"https://openalex.org/keywords/tikhonov-regularization","display_name":"Tikhonov regularization","score":0.52763432264328},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5181778073310852},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5067315697669983},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4542626738548279},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4270634651184082},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36046355962753296},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32032424211502075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2540530562400818},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.20863816142082214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68747878074646},{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.652931809425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6260725855827332},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5515574216842651},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5442718267440796},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.5278183221817017},{"id":"https://openalex.org/C152442038","wikidata":"https://www.wikidata.org/wiki/Q2778212","display_name":"Tikhonov regularization","level":3,"score":0.52763432264328},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5181778073310852},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5067315697669983},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4542626738548279},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4270634651184082},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36046355962753296},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32032424211502075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2540530562400818},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.20863816142082214},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvpr.2008.4587394","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2008.4587394","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.332.1607","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.332.1607","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mplab.ucsd.edu/wp-content/uploads/cvpr2008/conference/data/papers/054.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.408.7826","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.408.7826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://gravis.cs.unibas.ch/publications/2008/CVPR08_Albrecht.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320316261","display_name":"Universit\u00e4tsspital Basel","ror":"https://ror.org/04k51q396"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320321942","display_name":"Hasler Stiftung","ror":"https://ror.org/04m3t9183"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W154947979","https://openalex.org/W1506879382","https://openalex.org/W1578285471","https://openalex.org/W1579634341","https://openalex.org/W1663973292","https://openalex.org/W1760551737","https://openalex.org/W1790346919","https://openalex.org/W1990512452","https://openalex.org/W1995772049","https://openalex.org/W2009086942","https://openalex.org/W2038952578","https://openalex.org/W2068367031","https://openalex.org/W2092915696","https://openalex.org/W2098979973","https://openalex.org/W2128907102","https://openalex.org/W2134834581","https://openalex.org/W2147555557","https://openalex.org/W2149846618","https://openalex.org/W2155343350","https://openalex.org/W2158167845","https://openalex.org/W2166125343","https://openalex.org/W2237250383","https://openalex.org/W2751023760","https://openalex.org/W4301491118"],"related_works":["https://openalex.org/W3163375306","https://openalex.org/W2009466720","https://openalex.org/W2011443206","https://openalex.org/W2125070361","https://openalex.org/W2041698670","https://openalex.org/W2114100766","https://openalex.org/W2203553948","https://openalex.org/W2154555259","https://openalex.org/W2103390397","https://openalex.org/W2167923216"],"abstract_inverted_index":{"Non-rigid":[0],"registration":[1,17],"is":[2,20,35],"central":[3],"to":[4,59,70,93,115],"many":[5],"problems":[6],"in":[7,25,72],"computer":[8],"vision":[9],"and":[10,99,145],"medical":[11,146],"image":[12],"analysis.":[13],"We":[14,136],"propose":[15],"a":[16,29,42,107,116,129],"algorithm":[18],"which":[19],"regularized":[21],"by":[22,49,54],"prior":[23],"knowledge":[24],"the":[26,68,73,76,82,95,103,138,141],"form":[27],"of":[28,44,75,97,132,140],"statistical":[30,77,121],"deformation":[31],"model.":[32],"This":[33,111],"model":[34,78,83,104],"obtained":[36],"from":[37,123],"previous":[38],"registrations":[39],"performed":[40],"on":[41,143],"set":[43,56],"noise-free":[45],"training":[46],"examples":[47],"given":[48],"images,":[50],"or":[51],"shapes":[52],"represented":[53],"level":[55],"functions.":[57],"Contrary":[58],"similar":[60],"approaches,":[61],"our":[62,88],"method":[63,89],"does":[64],"not":[65],"strictly":[66],"constrain":[67],"result":[69],"lie":[71],"span":[74],"but":[79],"rather":[80],"uses":[81],"for":[84,119],"Tikhonov":[85],"regularization.":[86],"Therefore,":[87],"can":[90],"be":[91],"used":[92],"reduce":[94],"influence":[96],"noise":[98],"artifacts":[100],"even":[101],"when":[102],"contains":[105],"only":[106,128],"few":[108],"typical":[109],"examples.":[110,135],"automatically":[112],"gives":[113],"rise":[114],"bootstrapping":[117],"strategy":[118],"building":[120],"models":[122],"noisy":[124],"data":[125],"sets":[126],"requiring":[127],"limited":[130],"number":[131],"high":[133],"quality":[134],"demonstrate":[137],"effectiveness":[139],"approach":[142],"synthetic":[144],"images.":[147]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}