{"id":"https://openalex.org/W2024055974","doi":"https://doi.org/10.1142/s0218001409007120","title":"MATCHING PARAMETERIZED SHAPES BY NONPARAMETRIC BELIEF PROPAGATION","display_name":"MATCHING PARAMETERIZED SHAPES BY NONPARAMETRIC BELIEF PROPAGATION","publication_year":2009,"publication_date":"2009-03-01","ids":{"openalex":"https://openalex.org/W2024055974","doi":"https://doi.org/10.1142/s0218001409007120","mag":"2024055974"},"language":"en","primary_location":{"id":"doi:10.1142/s0218001409007120","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001409007120","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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/A5101961088","display_name":"Xiao Dong","orcid":"https://orcid.org/0000-0001-9519-612X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"XIAO DONG","raw_affiliation_strings":["MEM Research Center, University of Bern, Stauffacherstrasse 78, CH-3014, Bern, Switzerland","MEM Research Center, University of Bern, Stauffacherstrasse 78, CH 3014, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MEM Research Center, University of Bern, Stauffacherstrasse 78, CH-3014, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"MEM Research Center, University of Bern, Stauffacherstrasse 78, CH 3014, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088035307","display_name":"Guoyan Zheng","orcid":"https://orcid.org/0000-0003-4173-0379"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"GUOYAN ZHENG","raw_affiliation_strings":["MEM Research Center, University of Bern, Stauffacherstrasse 78, CH-3014, Bern, Switzerland","MEM Research Center, University of Bern, Stauffacherstrasse 78, CH 3014, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MEM Research Center, University of Bern, Stauffacherstrasse 78, CH-3014, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"MEM Research Center, University of Bern, Stauffacherstrasse 78, CH 3014, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09359471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"02","first_page":"209","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9968000054359436,"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":0.9968000054359436,"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":0.9901000261306763,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.986299991607666,"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/parameterized-complexity","display_name":"Parameterized complexity","score":0.8928090333938599},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.612723171710968},{"id":"https://openalex.org/keywords/active-shape-model","display_name":"Active shape model","score":0.6012499332427979},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5738955140113831},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.5702289342880249},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5315836071968079},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.47038331627845764},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4508122205734253},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.42792099714279175},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3500381112098694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30322200059890747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3000815510749817}],"concepts":[{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.8928090333938599},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.612723171710968},{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.6012499332427979},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5738955140113831},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.5702289342880249},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5315836071968079},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.47038331627845764},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4508122205734253},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.42792099714279175},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3500381112098694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30322200059890747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3000815510749817},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218001409007120","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001409007120","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W121410702","https://openalex.org/W1483307070","https://openalex.org/W1516111018","https://openalex.org/W2013520638","https://openalex.org/W2024543235","https://openalex.org/W2057175746","https://openalex.org/W2065771666","https://openalex.org/W2067775684","https://openalex.org/W2098387242","https://openalex.org/W2108556791","https://openalex.org/W2110407935","https://openalex.org/W2116801532","https://openalex.org/W2123782934","https://openalex.org/W2129948433","https://openalex.org/W2158595347","https://openalex.org/W2168634963","https://openalex.org/W2169415915"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W154868527","https://openalex.org/W1494268238","https://openalex.org/W1516574938","https://openalex.org/W1983207144","https://openalex.org/W2490706771","https://openalex.org/W1976468483","https://openalex.org/W2480116122","https://openalex.org/W2563912921","https://openalex.org/W2407611282"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"generalize":[4],"the":[5,34,46,62,72,77,82,104,121,125,131,134,138,141,145],"belief":[6,16,106],"propagation":[7,17],"based":[8,18,29,96,115],"rigid":[9,59],"shape":[10,21,27,64,74,142],"matching":[11,65],"algorithm":[12],"to":[13,32,45,58],"a":[14,25,49,92,100,110],"nonparametric":[15,105],"on":[19,99,109],"parameterized":[20,63,146],"matching.":[22],"We":[23],"construct":[24],"local-global":[26],"descriptor":[28],"cost":[30,54,83],"function":[31,55],"compare":[33],"distances":[35],"among":[36],"landmarks":[37],"in":[38],"each":[39],"data":[40],"set,":[41],"which":[42],"is":[43,56,88],"equivalent":[44],"Hamiltonian":[47],"of":[48,120,127,133,140,144],"spin":[50],"glass.":[51],"The":[52,85],"constructed":[53],"immune":[57],"transformations,":[60],"therefore":[61],"can":[66,151],"be":[67],"achieved":[68],"by":[69,91],"searching":[70],"for":[71],"optimal":[73],"parameter":[75],"and":[76,137,155],"correspondence":[78],"assignment":[79],"that":[80,150],"minimize":[81],"function.":[84],"optimization":[86],"procedure":[87],"then":[89],"approximated":[90],"Monte":[93],"Carlo":[94],"simulation":[95],"MAP":[97],"estimation":[98],"graphical":[101,135],"model,":[102],"i.e.":[103],"propagation.":[107],"Experiments":[108],"principal":[111],"component":[112],"analysis":[113],"(PCA)":[114],"point":[116],"distribution":[117],"model":[118,136],"(PDM)":[119],"proximal":[122],"femur":[123],"illustrate":[124],"effects":[126],"two":[128],"key":[129],"factors,":[130],"topology":[132],"renormalization":[139],"parameters":[143],"shape.":[147],"Other":[148],"factors":[149],"influence":[152],"its":[153,156],"performance":[154],"computational":[157],"complexity":[158],"are":[159],"also":[160],"discussed.":[161]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}