{"id":"https://openalex.org/W2097821770","doi":"https://doi.org/10.1109/tpami.2003.1177149","title":"Bayesian grid matching","display_name":"Bayesian grid matching","publication_year":2003,"publication_date":"2003-02-01","ids":{"openalex":"https://openalex.org/W2097821770","doi":"https://doi.org/10.1109/tpami.2003.1177149","mag":"2097821770"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2003.1177149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2003.1177149","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine 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/A5025695189","display_name":"Karsten Hartelius","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K. Hartelius","raw_affiliation_strings":["Horsholm, Denmark","Via Vision A/S, Horsholm, Denmark"],"affiliations":[{"raw_affiliation_string":"Horsholm, Denmark","institution_ids":[]},{"raw_affiliation_string":"Via Vision A/S, Horsholm, Denmark","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073546063","display_name":"Jens Michael Carstensen","orcid":"https://orcid.org/0000-0002-2535-3908"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"J.M. Carstensen","raw_affiliation_strings":["Informatics and Mathematical Modeling Department, Technical University of Denmark, Lyngby, Denmark","Department of Informatics and Mathematical Modeling"],"affiliations":[{"raw_affiliation_string":"Informatics and Mathematical Modeling Department, Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]},{"raw_affiliation_string":"Department of Informatics and Mathematical Modeling","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025695189"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5645,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.93211814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"25","issue":"2","first_page":"162","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9571999907493591,"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/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.9546999931335449,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.7639520168304443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.645603358745575},{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.5350813269615173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5256254076957703},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.5218628644943237},{"id":"https://openalex.org/keywords/template-matching","display_name":"Template matching","score":0.4621243476867676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4456190764904022},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4330434799194336},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4316263198852539},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.28731241822242737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2442779839038849},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22567099332809448},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1249149739742279}],"concepts":[{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.7639520168304443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.645603358745575},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.5350813269615173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5256254076957703},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.5218628644943237},{"id":"https://openalex.org/C158096908","wikidata":"https://www.wikidata.org/wiki/Q3983303","display_name":"Template matching","level":3,"score":0.4621243476867676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4456190764904022},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4330434799194336},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4316263198852539},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.28731241822242737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2442779839038849},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22567099332809448},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1249149739742279}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2003.1177149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2003.1177149","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/00efdcad-02a4-486b-a163-b9a5c150990e","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/00efdcad-02a4-486b-a163-b9a5c150990e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hartelius , K & Carstensen , J M 2003 , ' Bayesian grid matching ' , IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 25 , no. 2 , pp. 162-173 . < http://www.imm.dtu.dk/pubdb/p.php?3109 >","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W46837427","https://openalex.org/W1504812631","https://openalex.org/W1554544485","https://openalex.org/W1574225613","https://openalex.org/W1860607064","https://openalex.org/W1965511886","https://openalex.org/W1973739258","https://openalex.org/W1981719426","https://openalex.org/W2013830517","https://openalex.org/W2015173363","https://openalex.org/W2017899835","https://openalex.org/W2020999234","https://openalex.org/W2024060531","https://openalex.org/W2025382950","https://openalex.org/W2042941801","https://openalex.org/W2043866650","https://openalex.org/W2053476892","https://openalex.org/W2076248189","https://openalex.org/W2085542128","https://openalex.org/W2096840836","https://openalex.org/W2097041931","https://openalex.org/W2104830792","https://openalex.org/W2114220616","https://openalex.org/W2118782734","https://openalex.org/W2126911940","https://openalex.org/W2136761100","https://openalex.org/W2165835775","https://openalex.org/W2171776966","https://openalex.org/W2320459610","https://openalex.org/W2342089072","https://openalex.org/W2914275007","https://openalex.org/W4232496239","https://openalex.org/W4248231181","https://openalex.org/W4253250161","https://openalex.org/W6669717987"],"related_works":["https://openalex.org/W1670332068","https://openalex.org/W2095618524","https://openalex.org/W2735770592","https://openalex.org/W1971024059","https://openalex.org/W1502062143","https://openalex.org/W4224236531","https://openalex.org/W4291993329","https://openalex.org/W2063177452","https://openalex.org/W2413982977","https://openalex.org/W2268850994"],"abstract_inverted_index":{"A":[0],"method":[1,12,143,159],"for":[2],"locating":[3],"distorted":[4],"grid":[5,26,37,54,59,99,124,152,165,181],"structures":[6],"in":[7,63,95,107,187,197,206],"images":[8,149],"is":[9,13,27,38,67,117,185],"presented.":[10],"The":[11,25,73,90,142,183],"based":[14],"on":[15],"the":[16,36,49,53,64,70,96,102,113,126,136,140,158,180],"theories":[17],"of":[18,35,52,57,76,98,139,164,179,194,203],"template":[19],"matching":[20,116],"and":[21,80,101,109,128,154,157,200],"Bayesian":[22],"image":[23,66,127],"restoration.":[24],"modeled":[28,86],"as":[29,87,173,175],"a":[30,41,77,161],"deformable":[31],"template.":[32],"Prior":[33],"knowledge":[34],"described":[39,68],"through":[40,69],"Markov":[42],"random":[43,177],"field":[44],"(MRF)":[45],"model":[46],"which":[47],"represents":[48],"spatial":[50],"coordinates":[51],"nodes.":[55,182],"Knowledge":[56],"how":[58],"nodes":[60,100,153],"are":[61],"depicted":[62],"observed":[65],"observation":[71],"model.":[72],"prior":[74,79,92,104],"consists":[75],"node":[78,91],"an":[81,121,130],"arc":[82,103],"(edge)":[83],"prior,":[84],"both":[85],"Gaussian":[88],"MRFs.":[89],"models":[93,105],"variations":[94,106],"positions":[97],"row":[108],"column":[110],"spacing":[111],"across":[112],"grid.":[114,141],"Grid":[115],"done":[118],"by":[119],"placing":[120],"initial":[122],"rough":[123],"over":[125],"applying":[129],"ensemble":[131],"annealing":[132],"scheme":[133],"to":[134,147],"maximize":[135],"posterior":[137],"distribution":[138],"can":[144],"be":[145],"applied":[146],"noisy":[148],"with":[150],"missing":[151],"grid-node":[155],"artifacts":[156],"accommodates":[160],"wide":[162],"range":[163],"distortions":[166],"including:":[167],"large-scale":[168],"warping,":[169],"varying":[170],"row/column":[171],"spacing,":[172],"well":[174],"nonrigid":[176],"fluctuations":[178],"methodology":[184],"demonstrated":[186],"two":[188],"case":[189],"studies":[190],"concerning":[191],"(1)":[192],"localization":[193,202],"DNA":[195],"signals":[196],"hybridization":[198],"filters":[199],"(2)":[201],"knit":[204],"units":[205],"textile":[207],"samples.":[208]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}