{"id":"https://openalex.org/W2000118441","doi":"https://doi.org/10.1007/s10851-013-0416-9","title":"Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation","display_name":"Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation","publication_year":2013,"publication_date":"2013-01-25","ids":{"openalex":"https://openalex.org/W2000118441","doi":"https://doi.org/10.1007/s10851-013-0416-9","mag":"2000118441"},"language":"en","primary_location":{"id":"doi:10.1007/s10851-013-0416-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-013-0416-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-013-0416-9.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10851-013-0416-9.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030335492","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0001-5738-9537"},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, PR1 2HE, UK","School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, UK PR1 2HE#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, PR1 2HE, UK","institution_ids":["https://openalex.org/I185852735"]},{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, UK PR1 2HE#TAB#","institution_ids":["https://openalex.org/I185852735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050314744","display_name":"Bogdan J. Matuszewski","orcid":"https://orcid.org/0000-0001-7195-2509"},"institutions":[{"id":"https://openalex.org/I185852735","display_name":"University of Lancashire","ror":"https://ror.org/010jbqd54","country_code":"GB","type":"education","lineage":["https://openalex.org/I185852735"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Bogdan J. Matuszewski","raw_affiliation_strings":["School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, PR1 2HE, UK","School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, UK PR1 2HE#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, PR1 2HE, UK","institution_ids":["https://openalex.org/I185852735"]},{"raw_affiliation_string":"School of Computing, Engineering and Physical Sciences, University of Central Lancashire, Preston, UK PR1 2HE#TAB#","institution_ids":["https://openalex.org/I185852735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010747345","display_name":"Aymeric Histace","orcid":"https://orcid.org/0000-0002-3029-4412"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]},{"id":"https://openalex.org/I4210148552","display_name":"Equipes Traitement de l'Information et Syst\u00e8mes","ror":"https://ror.org/0592ata02","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210142324","https://openalex.org/I4210148552","https://openalex.org/I4210159245","https://openalex.org/I86175216"]},{"id":"https://openalex.org/I86175216","display_name":"\u00c9cole Nationale Sup\u00e9rieure de l'\u00c9lectronique et de ses Applications","ror":"https://ror.org/03qeacd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I86175216"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Aymeric Histace","raw_affiliation_strings":["ETIS-UMR8051 CNRS, ENSEA, University Cergy-Pontoise, 95014, Cergy-Pontoise, France","ETIS-UMR8051 CNRS, ENSEA, University Cergy-Pontoise, Cergy-Pontoise, France 95014#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETIS-UMR8051 CNRS, ENSEA, University Cergy-Pontoise, 95014, Cergy-Pontoise, France","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324","https://openalex.org/I1294671590","https://openalex.org/I4210148552"]},{"raw_affiliation_string":"ETIS-UMR8051 CNRS, ENSEA, University Cergy-Pontoise, Cergy-Pontoise, France 95014#TAB#","institution_ids":["https://openalex.org/I86175216","https://openalex.org/I4210142324","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005307040","display_name":"F\u0155ed\u0301eric Precioso","orcid":"https://orcid.org/0000-0001-8712-1443"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]},{"id":"https://openalex.org/I4210106479","display_name":"Laboratoire d'Informatique, Signaux et Syst\u00e8mes de Sophia Antipolis","ror":"https://ror.org/01215r597","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106479","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4390039363","display_name":"Infection et inflammation","ror":"https://ror.org/021sh3243","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039363"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Precioso","raw_affiliation_strings":["Laboratoire I3S, UMR7271-UNS CNRS, Universit\u00e9 Nice Sophia Antipolis, 06900, Sophia Antipolis, France","Laboratoire I3S, UMR7271-UNS CNRS, Universit\u00e9 Nice Sophia Antipolis, Sophia Antipolis, France 06900#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire I3S, UMR7271-UNS CNRS, Universit\u00e9 Nice Sophia Antipolis, 06900, Sophia Antipolis, France","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I1294671590","https://openalex.org/I4210106479"]},{"raw_affiliation_string":"Laboratoire I3S, UMR7271-UNS CNRS, Universit\u00e9 Nice Sophia Antipolis, Sophia Antipolis, France 06900#TAB#","institution_ids":["https://openalex.org/I201841394","https://openalex.org/I1294671590","https://openalex.org/I4390039363"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5050314744"],"corresponding_institution_ids":["https://openalex.org/I185852735"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2780},"fwci":1.6319,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85555967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"47","issue":"1-2","first_page":"35","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9975000023841858,"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":0.9944999814033508,"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/active-shape-model","display_name":"Active shape model","score":0.8321454524993896},{"id":"https://openalex.org/keywords/active-contour-model","display_name":"Active contour model","score":0.752777099609375},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.6665425300598145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6446636915206909},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5909092426300049},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5788295269012451},{"id":"https://openalex.org/keywords/shape-analysis","display_name":"Shape analysis (program analysis)","score":0.5180566310882568},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5142824053764343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4703251123428345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4682632088661194},{"id":"https://openalex.org/keywords/level-set","display_name":"Level set (data structures)","score":0.46291640400886536},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4210091531276703},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4106353521347046},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3527180850505829}],"concepts":[{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.8321454524993896},{"id":"https://openalex.org/C112353826","wikidata":"https://www.wikidata.org/wiki/Q127313","display_name":"Active contour model","level":4,"score":0.752777099609375},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.6665425300598145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6446636915206909},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5909092426300049},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5788295269012451},{"id":"https://openalex.org/C112604564","wikidata":"https://www.wikidata.org/wiki/Q7489226","display_name":"Shape analysis (program analysis)","level":3,"score":0.5180566310882568},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5142824053764343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4703251123428345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4682632088661194},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.46291640400886536},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4210091531276703},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4106353521347046},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3527180850505829},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10851-013-0416-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-013-0416-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-013-0416-9.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},{"id":"pmh:oai:clok.uclan.ac.uk:6876","is_oa":false,"landing_page_url":"http://orcid.org/0000-0001-7195-2509>,","pdf_url":null,"source":{"id":"https://openalex.org/S4306402361","display_name":"CLOK (University of Central Lancashire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185852735","host_organization_name":"University of Lancashire","host_organization_lineage":["https://openalex.org/I185852735"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:HAL:hal-00784159v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00784159","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Mathematical Imaging and Vision, 2013, 47 (1), pp.35-47. ⟨10.1007/s10851-013-0416-9⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10851-013-0416-9","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10851-013-0416-9","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10851-013-0416-9.pdf","source":{"id":"https://openalex.org/S66221708","display_name":"Journal of Mathematical Imaging and Vision","issn_l":"0924-9907","issn":["0924-9907","1573-7683"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Mathematical Imaging and Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1709600770","display_name":"Metrology Guided Radiotherapy","funder_award_id":"EP/D077540/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2108973506","display_name":null,"funder_award_id":"EP/D077540/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2000118441.pdf","grobid_xml":"https://content.openalex.org/works/W2000118441.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W82656867","https://openalex.org/W1480873147","https://openalex.org/W1509691074","https://openalex.org/W1543363024","https://openalex.org/W1555921199","https://openalex.org/W1974118937","https://openalex.org/W1981631581","https://openalex.org/W1992192543","https://openalex.org/W1992773101","https://openalex.org/W2038952578","https://openalex.org/W2042204212","https://openalex.org/W2084262241","https://openalex.org/W2085787886","https://openalex.org/W2086936614","https://openalex.org/W2104028907","https://openalex.org/W2104095591","https://openalex.org/W2106404777","https://openalex.org/W2116040950","https://openalex.org/W2120073691","https://openalex.org/W2141075465","https://openalex.org/W2147427282","https://openalex.org/W2147484997","https://openalex.org/W2150998345","https://openalex.org/W2159961414","https://openalex.org/W2167338900","https://openalex.org/W2172007775","https://openalex.org/W3150004386"],"related_works":["https://openalex.org/W2368150111","https://openalex.org/W2125739208","https://openalex.org/W2501097992","https://openalex.org/W2464585191","https://openalex.org/W1965145450","https://openalex.org/W102157910","https://openalex.org/W2063312490","https://openalex.org/W1491976205","https://openalex.org/W2163721823","https://openalex.org/W2139998199"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2,133],"describes":[3],"a":[4,41,47,66,69,78],"novel":[5],"method":[6,16],"for":[7],"shape":[8,24,35,49,61,121,125],"representation":[9],"and":[10,26,52,114,153],"robust":[11],"image":[12,53,112],"segmentation.":[13],"The":[14,34,59],"proposed":[15,100,137],"combines":[17],"two":[18],"well":[19],"known":[20],"methodologies,":[21],"namely,":[22],"statistical":[23,60],"models":[25],"active":[27,108,143],"contours":[28],"implemented":[29],"in":[30,77,110,122,131,160],"level":[31],"set":[32],"framework.":[33],"detection":[36],"is":[37,63,95,147],"achieved":[38],"by":[39,84,103],"maximizing":[40],"posterior":[42],"function":[43,55,102],"that":[44,135,156],"consists":[45],"of":[46,68,88,118],"prior":[48],"probability":[50,75],"model":[51,62],"likelihood":[54],"conditioned":[56],"on":[57,73],"shapes.":[58],"built":[64],"as":[65],"result":[67],"learning":[70],"process":[71],"based":[72],"nonparametric":[74],"estimation":[76],"PCA":[79],"reduced":[80,124],"feature":[81,126],"space":[82,113],"formed":[83],"the":[85,99,111,119,123,132,136,161],"Legendre":[86],"moments":[87],"training":[89],"silhouette":[90],"images.":[91],"A":[92],"greedy":[93],"strategy":[94],"applied":[96],"to":[97,140,150],"optimize":[98],"cost":[101],"iteratively":[104],"evolving":[105],"an":[106],"implicit":[107],"contour":[109,144],"subsequent":[115],"constrained":[116],"optimization":[117],"evolved":[120],"space.":[127],"Experimental":[128],"results":[129],"presented":[130],"demonstrate":[134],"method,":[138],"contrary":[139],"many":[141],"other":[142],"segmentation":[145],"methods,":[146],"highly":[148],"resilient":[149],"severe":[151],"random":[152],"structural":[154],"noise":[155],"could":[157],"be":[158],"present":[159],"data.":[162]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}