{"id":"https://openalex.org/W328858784","doi":"https://doi.org/10.1109/icip.2015.7351635","title":"Template-based statistical shape modelling on deformation space","display_name":"Template-based statistical shape modelling on deformation space","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W328858784","doi":"https://doi.org/10.1109/icip.2015.7351635","mag":"328858784"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7351635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/handle/10993/21012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084574919","display_name":"Girum Demisse","orcid":"https://orcid.org/0000-0001-7068-1604"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Girum G. Demisse","raw_affiliation_strings":["Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083368272","display_name":"Djamila Aouada","orcid":"https://orcid.org/0000-0002-7576-2064"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Djamila Aouada","raw_affiliation_strings":["Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080037825","display_name":"Bj\u00f6rn Ottersten","orcid":"https://orcid.org/0000-0003-2298-6774"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Bjorn Ottersten","raw_affiliation_strings":["Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Center for Security, Reliability and Trust University of Luxembourg, 4, rue Alphonse Weicker, L-2721, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084574919"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":0.5611,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72984202,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"176","issue":null,"first_page":"4386","last_page":"4390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9984999895095825,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9984999895095825,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.991100013256073,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mahalanobis-distance","display_name":"Mahalanobis distance","score":0.8188822269439697},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.632600724697113},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5875923037528992},{"id":"https://openalex.org/keywords/shape-analysis","display_name":"Shape analysis (program analysis)","score":0.5294247269630432},{"id":"https://openalex.org/keywords/active-shape-model","display_name":"Active shape model","score":0.5086225271224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4705926179885864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4705548584461212},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4703400731086731},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.46770474314689636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4377143681049347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4343300759792328},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4249197244644165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41202616691589355},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09441012144088745}],"concepts":[{"id":"https://openalex.org/C1921717","wikidata":"https://www.wikidata.org/wiki/Q1334846","display_name":"Mahalanobis distance","level":2,"score":0.8188822269439697},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.632600724697113},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5875923037528992},{"id":"https://openalex.org/C112604564","wikidata":"https://www.wikidata.org/wiki/Q7489226","display_name":"Shape analysis (program analysis)","level":3,"score":0.5294247269630432},{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.5086225271224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4705926179885864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4705548584461212},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4703400731086731},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.46770474314689636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4377143681049347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4343300759792328},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4249197244644165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41202616691589355},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09441012144088745},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2015.7351635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351635","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/21012","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/21012","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"22nd IEEE International Conference on Image Processing (2015); 22nd IEEE International Conference on Image Processing, Quebec city, Canada [CA], from 27-09-2015 to 30-09-2015","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/21012","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/21012","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"22nd IEEE International Conference on Image Processing (2015); 22nd IEEE International Conference on Image Processing, Quebec city, Canada [CA], from 27-09-2015 to 30-09-2015","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W28766783","https://openalex.org/W585133165","https://openalex.org/W1570052007","https://openalex.org/W1571578421","https://openalex.org/W1804110266","https://openalex.org/W1949248870","https://openalex.org/W2017587562","https://openalex.org/W2027075083","https://openalex.org/W2057175746","https://openalex.org/W2078238424","https://openalex.org/W2088114053","https://openalex.org/W2089700743","https://openalex.org/W2091804476","https://openalex.org/W2104095591","https://openalex.org/W2105026917","https://openalex.org/W2106404777","https://openalex.org/W2109247271","https://openalex.org/W2109409043","https://openalex.org/W2151394936","https://openalex.org/W2165414070","https://openalex.org/W2167338900","https://openalex.org/W2171175445","https://openalex.org/W2495086321","https://openalex.org/W2596846164","https://openalex.org/W2797828903","https://openalex.org/W3163100926","https://openalex.org/W3169507310","https://openalex.org/W4205293427","https://openalex.org/W4246954948","https://openalex.org/W6638366325","https://openalex.org/W6685339533","https://openalex.org/W6996882303"],"related_works":["https://openalex.org/W2501097992","https://openalex.org/W2464585191","https://openalex.org/W1965145450","https://openalex.org/W13786964","https://openalex.org/W2126962853","https://openalex.org/W2144085839","https://openalex.org/W1834774708","https://openalex.org/W2152616541","https://openalex.org/W2147093015","https://openalex.org/W2165902556"],"abstract_inverted_index":{"A":[0,79],"statistical":[1],"model":[2,82,90,120],"for":[3,125],"shapes":[4],"in":[5,93],"R":[6,11],"<sup":[7,12],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[8,13],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[9],"or":[10],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sup>":[14],"is":[15,19,66,87,116],"proposed.":[16,117],"Shape":[17],"modelling":[18],"a":[20,46,55,64,103,108],"difficult":[21],"problem":[22],"mainly":[23],"due":[24],"to":[25,45,89],"the":[26,61,94,113,119],"non-linear":[27],"nature":[28],"of":[29,58,63,71,76],"its":[30],"space.":[31,96],"Our":[32],"approach":[33],"considers":[34],"curves":[35],"as":[36,68],"shape":[37,65,91,126],"contours,":[38],"and":[39,129],"models":[40],"their":[41],"deformations":[42],"with":[43],"respect":[44],"de-formable":[47],"template":[48],"shape.":[49],"Contours":[50],"are":[51,100],"uniformly":[52],"sampled":[53],"into":[54],"discrete":[56],"sequence":[57],"points.":[59,78],"Hence,":[60],"deformation":[62,95],"formulated":[67],"an":[69],"action":[70],"transformation":[72],"matrices":[73],"on":[74,84,112],"each":[75],"these":[77],"parametrized":[80],"stochastic":[81],"based":[83,111],"Markov":[85],"process":[86],"proposed":[88],"variability":[92],"The":[97],"model's":[98],"parameters":[99],"estimated":[101],"from":[102],"labeled":[104],"training":[105],"dataset.":[106],"Moreover,":[107],"similarity":[109],"metric":[110],"Mahalanobis":[114],"distance":[115],"Subsequently,":[118],"has":[121],"been":[122],"successfully":[123],"tested":[124],"recognition,":[127],"synthesis,":[128],"retrieval.":[130]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
