{"id":"https://openalex.org/W2126511344","doi":"https://doi.org/10.1109/tmi.2010.2053043","title":"Intensity-Based Image Registration by Minimizing Residual Complexity","display_name":"Intensity-Based Image Registration by Minimizing Residual Complexity","publication_year":2010,"publication_date":"2010-06-23","ids":{"openalex":"https://openalex.org/W2126511344","doi":"https://doi.org/10.1109/tmi.2010.2053043","mag":"2126511344","pmid":"https://pubmed.ncbi.nlm.nih.gov/20562036"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2010.2053043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2010.2053043","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5002997328","display_name":"Andriy Myronenko","orcid":"https://orcid.org/0000-0001-8713-7031"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andriy Myronenko","raw_affiliation_strings":["Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, Portland, OR 97201, USA. myron@bme.ogi.edu","Dept. of Biomed. Eng., Oregon Health & Sci. Univ., Portland, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Medicine, Oregon Health and Science University, Portland, OR 97201, USA. myron@bme.ogi.edu","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Dept. of Biomed. Eng., Oregon Health & Sci. Univ., Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031651070","display_name":"Xubo Song","orcid":"https://orcid.org/0000-0002-5991-7169"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xubo Song","raw_affiliation_strings":["Department of Biomedical Engineering School of Medicine, Oregon Health and Sciences University, Portland, OR, USA","Dept. of Biomed. Eng., Oregon Health & Sci. Univ., Portland, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering School of Medicine, Oregon Health and Sciences University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"Dept. of Biomed. Eng., Oregon Health & Sci. Univ., Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165690674"],"apc_list":null,"apc_paid":null,"fwci":14.2414,"has_fulltext":false,"cited_by_count":328,"citation_normalized_percentile":{"value":0.99131889,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"29","issue":"11","first_page":"1882","last_page":"1891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9988999962806702,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9987000226974487,"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/image-registration","display_name":"Image registration","score":0.7446895241737366},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.7262057065963745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6769891381263733},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.662746787071228},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6374652981758118},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5902162790298462},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5434882640838623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5318357944488525},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.489434152841568},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4760156273841858},{"id":"https://openalex.org/keywords/intensity-mapping","display_name":"Intensity mapping","score":0.46748465299606323},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.42992085218429565},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.42349785566329956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41750431060791016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35223662853240967},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3320493698120117},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16960766911506653},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07755023241043091}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7446895241737366},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.7262057065963745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6769891381263733},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.662746787071228},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6374652981758118},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5902162790298462},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5434882640838623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5318357944488525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.489434152841568},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4760156273841858},{"id":"https://openalex.org/C2777967070","wikidata":"https://www.wikidata.org/wiki/Q18208114","display_name":"Intensity mapping","level":4,"score":0.46748465299606323},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.42992085218429565},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.42349785566329956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41750431060791016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35223662853240967},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3320493698120117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16960766911506653},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07755023241043091},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33024259","wikidata":"https://www.wikidata.org/wiki/Q76250","display_name":"Redshift","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013382","descriptor_name":"Subtraction Technique","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013382","descriptor_name":"Subtraction Technique","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013382","descriptor_name":"Subtraction Technique","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2010.2053043","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2010.2053043","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Medical Imaging","raw_type":"journal-article"},{"id":"pmid:20562036","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20562036","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2928798829","display_name":null,"funder_award_id":"R01EY013093","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"}],"funders":[{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W19916697","https://openalex.org/W1483814512","https://openalex.org/W1519198289","https://openalex.org/W1530235965","https://openalex.org/W1547510099","https://openalex.org/W1660709469","https://openalex.org/W1859971921","https://openalex.org/W2018342351","https://openalex.org/W2044461626","https://openalex.org/W2052617496","https://openalex.org/W2063237661","https://openalex.org/W2070367049","https://openalex.org/W2103792409","https://openalex.org/W2105464873","https://openalex.org/W2108395193","https://openalex.org/W2113576511","https://openalex.org/W2123464668","https://openalex.org/W2126064438","https://openalex.org/W2133287637","https://openalex.org/W2134042740","https://openalex.org/W2140139548","https://openalex.org/W2143398377","https://openalex.org/W2143667750","https://openalex.org/W2157823657","https://openalex.org/W2166488701","https://openalex.org/W2170780515","https://openalex.org/W2171272565","https://openalex.org/W2171274415","https://openalex.org/W4230920194","https://openalex.org/W4234684912","https://openalex.org/W6600808958","https://openalex.org/W6637164682","https://openalex.org/W6678407693","https://openalex.org/W6684949296"],"related_works":["https://openalex.org/W2376188964","https://openalex.org/W2070887718","https://openalex.org/W3115490882","https://openalex.org/W2110217619","https://openalex.org/W2980963561","https://openalex.org/W2033702946","https://openalex.org/W195918318","https://openalex.org/W2380554435","https://openalex.org/W73923811","https://openalex.org/W2086908124"],"abstract_inverted_index":{"Accurate":[0],"definition":[1],"of":[2,23,27,57,113,123,127,137],"the":[3,21,28,38,42,55,82,89,114,118,124,128],"similarity":[4,17,65,83,130,163],"measure":[5,66,84,99,131,144],"is":[6,132],"a":[7,63,107],"key":[8,125],"component":[9],"in":[10,48,54,77,135,165],"image":[11,116],"registration.":[12],"Most":[13],"commonly":[14],"used":[15],"intensity-based":[16],"measures":[18,35,164],"rely":[19],"on":[20,149],"assumptions":[22],"independence":[24],"and":[25,45,72,93,141,152,159],"stationarity":[26],"intensities":[29],"from":[30],"pixel":[31,43],"to":[32],"pixel.":[33],"Such":[34],"cannot":[36],"capture":[37],"complex":[39,73],"interactions":[40],"among":[41],"intensities,":[44],"often":[46],"result":[47],"less":[49],"satisfactory":[50],"registration":[51,108,147],"performances,":[52],"especially":[53],"presence":[56],"spatially-varying":[58,74],"intensity":[59,70,75,90],"distortions.":[60],"We":[61,80],"propose":[62],"novel":[64],"that":[67,105,155],"accounts":[68],"for":[69,88],"nonstationarities":[71],"distortions":[76],"mono-modal":[78],"settings.":[79],"derive":[81],"by":[85],"analytically":[86],"solving":[87],"correction":[91],"field":[92],"its":[94,133],"adaptive":[95],"regularization.":[96],"The":[97],"final":[98],"can":[100],"be":[101],"interpreted":[102],"as":[103],"one":[104],"favors":[106],"with":[109],"minimum":[110],"compression":[111],"complexity":[112,140],"residual":[115],"between":[117],"two":[119],"registered":[120],"images.":[121],"One":[122],"advantages":[126],"new":[129],"simplicity":[134],"terms":[136],"both":[138,150],"computational":[139],"implementation.":[142],"This":[143],"produces":[145],"accurate":[146],"results":[148],"artificial":[151],"real-world":[153],"problems":[154],"we":[156],"have":[157],"tested,":[158],"outperforms":[160],"other":[161],"state-of-the-art":[162],"these":[166],"cases.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":27},{"year":2017,"cited_by_count":33},{"year":2016,"cited_by_count":32},{"year":2015,"cited_by_count":37},{"year":2014,"cited_by_count":34},{"year":2013,"cited_by_count":27},{"year":2012,"cited_by_count":13}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
