{"id":"https://openalex.org/W2117210007","doi":"https://doi.org/10.1109/titb.2009.2035693","title":"An Adaptive Monte Carlo Approach to Phase-Based Multimodal Image Registration","display_name":"An Adaptive Monte Carlo Approach to Phase-Based Multimodal Image Registration","publication_year":2009,"publication_date":"2009-11-06","ids":{"openalex":"https://openalex.org/W2117210007","doi":"https://doi.org/10.1109/titb.2009.2035693","mag":"2117210007","pmid":"https://pubmed.ncbi.nlm.nih.gov/19887324"},"language":"en","primary_location":{"id":"doi:10.1109/titb.2009.2035693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2009.2035693","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"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 Information Technology in Biomedicine","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/A5102920751","display_name":"Alexander Wong","orcid":"https://orcid.org/0000-0001-5729-5899"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"A. Wong","raw_affiliation_strings":["Systems Design Engineering, University of Waterloo,Waterloo N2L 3G1, Canada. a28wong@engmail.uwaterloo.ca","Systems Design Engineering, University of Waterloo Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Systems Design Engineering, University of Waterloo,Waterloo N2L 3G1, Canada. a28wong@engmail.uwaterloo.ca","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Systems Design Engineering, University of Waterloo Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102920751"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.15165185,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"14","issue":"1","first_page":"173","last_page":"179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9988999962806702,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/initialization","display_name":"Initialization","score":0.8556495904922485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6800240278244019},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6669422388076782},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.599876880645752},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5280369520187378},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4730234146118164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.472277969121933},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"Adaptive sampling","score":0.43795284628868103},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.43473970890045166},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4183603823184967},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4029378294944763},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3721414804458618},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3430839776992798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2550753653049469},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1180674135684967}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8556495904922485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6800240278244019},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6669422388076782},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.599876880645752},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5280369520187378},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4730234146118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.472277969121933},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.43795284628868103},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.43473970890045166},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4183603823184967},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4029378294944763},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3721414804458618},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3430839776992798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2550753653049469},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1180674135684967},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/titb.2009.2035693","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2009.2035693","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"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 Information Technology in Biomedicine","raw_type":"journal-article"},{"id":"pmid:19887324","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19887324","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 information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.9656","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.9656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.einfodaily.com/piTunez/amcr.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1496297381","https://openalex.org/W1524894299","https://openalex.org/W1539878412","https://openalex.org/W1870947790","https://openalex.org/W1874027545","https://openalex.org/W1874800003","https://openalex.org/W1967017514","https://openalex.org/W1978859837","https://openalex.org/W2024060531","https://openalex.org/W2026595385","https://openalex.org/W2039495012","https://openalex.org/W2042894850","https://openalex.org/W2065375802","https://openalex.org/W2087531184","https://openalex.org/W2096845728","https://openalex.org/W2097725016","https://openalex.org/W2100178949","https://openalex.org/W2102503069","https://openalex.org/W2103792409","https://openalex.org/W2105456967","https://openalex.org/W2106296405","https://openalex.org/W2111249617","https://openalex.org/W2118102973","https://openalex.org/W2136811977","https://openalex.org/W2138585175","https://openalex.org/W2149416133","https://openalex.org/W2156875677","https://openalex.org/W2162295079","https://openalex.org/W2171074980","https://openalex.org/W2316564661","https://openalex.org/W2801097543","https://openalex.org/W3144659726","https://openalex.org/W6631410495","https://openalex.org/W6639282920","https://openalex.org/W6672433898","https://openalex.org/W6674754800","https://openalex.org/W6676072126"],"related_works":["https://openalex.org/W4226249002","https://openalex.org/W4311866524","https://openalex.org/W2890892537","https://openalex.org/W3011015278","https://openalex.org/W2352219667","https://openalex.org/W2757101479","https://openalex.org/W3127570262","https://openalex.org/W2073685836","https://openalex.org/W2031252569","https://openalex.org/W4380342545"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,28],"novel":[4],"multiresolution":[5],"algorithm":[6,95],"for":[7,86,139],"registering":[8],"multimodal":[9,136],"images,":[10],"using":[11,36],"an":[12,37],"adaptive":[13,38],"Monte":[14],"Carlo":[15],"scheme":[16],"is":[17,74,96,127],"presented.":[18],"At":[19],"each":[20,77],"iteration,":[21],"random":[22],"solution":[23,30,43,63,84],"candidates":[24,44,85],"are":[25,45],"generated":[26,42],"from":[27],"multidimensional":[29,71],"space":[31],"of":[32,57,129],"possible":[33],"geometric":[34],"transformations,":[35],"sampling":[39,72],"approach.":[40],"The":[41,70,93],"evaluated":[46],"based":[47,116],"on":[48,117],"the":[49,54,58,62,66,87,91,112,124],"Pearson":[50],"type-VII":[51],"error":[52,68],"between":[53,90],"phase":[55],"moments":[56],"images":[59,121],"to":[60,79,99,143],"determine":[61],"candidate":[64],"with":[65,76],"lowest":[67],"residual.":[69],"distribution":[73],"refined":[75],"iteration":[78],"produce":[80],"increasingly":[81],"more":[82],"plausible":[83],"optimal":[88],"alignment":[89],"images.":[92,113],"proposed":[94,125],"efficient,":[97],"robust":[98],"local":[100],"optima,":[101],"and":[102],"does":[103],"not":[104],"require":[105],"manual":[106],"initialization":[107],"or":[108],"prior":[109],"information":[110],"about":[111],"Experimental":[114],"results":[115],"various":[118],"real-world":[119],"medical":[120],"show":[122],"that":[123],"method":[126],"capable":[128],"achieving":[130],"higher":[131],"registration":[132,137],"accuracy":[133],"than":[134],"existing":[135],"algorithms":[138],"situations,":[140],"where":[141],"little":[142],"no":[144],"overlapping":[145],"regions":[146],"exist.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}