{"id":"https://openalex.org/W4315880771","doi":"https://doi.org/10.1016/j.patcog.2023.109318","title":"Arbitrary Order Total Variation for Deformable Image Registration","display_name":"Arbitrary Order Total Variation for Deformable Image Registration","publication_year":2023,"publication_date":"2023-01-13","ids":{"openalex":"https://openalex.org/W4315880771","doi":"https://doi.org/10.1016/j.patcog.2023.109318"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2023.109318","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.patcog.2023.109318","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078754523","display_name":"Jinming Duan","orcid":"https://orcid.org/0000-0002-5108-2128"},"institutions":[{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jinming Duan","raw_affiliation_strings":["Alan Turing Institute, London, UK","School of Computer Science, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Alan Turing Institute, London, UK","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101468071","display_name":"Xi Jia","orcid":"https://orcid.org/0000-0002-7034-5050"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xi Jia","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007055702","display_name":"Joseph W. Bartlett","orcid":"https://orcid.org/0000-0003-0684-088X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"Joseph Bartlett","raw_affiliation_strings":["Department of Biomedical Engineering & Melbourne Brain Centre Imaging Unit, University of Melbourne, Melbourne, Australia","School of Computer Science, University of Birmingham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering & Melbourne Brain Centre Imaging Unit, University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087159264","display_name":"Wenqi Lu","orcid":"https://orcid.org/0000-0002-7838-0918"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wenqi Lu","raw_affiliation_strings":["Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, Coventry, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035186284","display_name":"Zhaowen Qiu","orcid":"https://orcid.org/0000-0001-5292-0333"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowen Qiu","raw_affiliation_strings":["Institute of Information Computer Engineering, Northeast Forestry University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Computer Engineering, Northeast Forestry University, Harbin, China","institution_ids":["https://openalex.org/I47689461"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078754523"],"corresponding_institution_ids":["https://openalex.org/I4210128584","https://openalex.org/I79619799"],"apc_list":{"value":2710,"currency":"USD","value_usd":2710,"provenance":"doaj"},"apc_paid":{"value":2710,"currency":"USD","value_usd":2710,"provenance":"doaj"},"fwci":1.609,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":4,"citation_normalized_percentile":{"value":0.542482,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":90},"biblio":{"volume":"137","issue":null,"first_page":"109318","last_page":"109318"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9949,"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"}},{"id":"https://openalex.org/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9933,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/subgradient-method","display_name":"Subgradient method","score":0.75699914},{"id":"https://openalex.org/keywords/total-variation-denoising","display_name":"Total variation denoising","score":0.7128549},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.53126425},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization","score":0.517949},{"id":"https://openalex.org/keywords/linearization","display_name":"Linearization","score":0.44547087},{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.41566885}],"concepts":[{"id":"https://openalex.org/C158968445","wikidata":"https://www.wikidata.org/wiki/Q7631150","display_name":"Subgradient method","level":2,"score":0.75699914},{"id":"https://openalex.org/C207282899","wikidata":"https://www.wikidata.org/wiki/Q7828156","display_name":"Total variation denoising","level":3,"score":0.7128549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5548914},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.53126425},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.517949},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4976776},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.45932055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44803733},{"id":"https://openalex.org/C11210021","wikidata":"https://www.wikidata.org/wiki/Q1520713","display_name":"Linearization","level":3,"score":0.44547087},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.41566885},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3792044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27524006},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21819395},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.10340798},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2023.109318","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://wrap.warwick.ac.uk/174054/1/WRAP-Arbitrary-order-total-variation-for-deformable-image-registration-Lu-2023.pdf","pdf_url":"https://wrap.warwick.ac.uk/174054/1/WRAP-Arbitrary-order-total-variation-for-deformable-image-registration-Lu-2023.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":["University of Warwick"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patcog.2023.109318","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":56,"referenced_works":["https://openalex.org/W1533758240","https://openalex.org/W1579634341","https://openalex.org/W1856374787","https://openalex.org/W1970222673","https://openalex.org/W1974983861","https://openalex.org/W1976636768","https://openalex.org/W1980693794","https://openalex.org/W2000594266","https://openalex.org/W2003987852","https://openalex.org/W2006400909","https://openalex.org/W2010377830","https://openalex.org/W2018342351","https://openalex.org/W2021548137","https://openalex.org/W2037603831","https://openalex.org/W2039939700","https://openalex.org/W2077843699","https://openalex.org/W2084932145","https://openalex.org/W2086600055","https://openalex.org/W2089700840","https://openalex.org/W2090427126","https://openalex.org/W2092663520","https://openalex.org/W2097318515","https://openalex.org/W2098713549","https://openalex.org/W2100705753","https://openalex.org/W2102099319","https://openalex.org/W2103559027","https://openalex.org/W2113576511","https://openalex.org/W2116948892","https://openalex.org/W2134572726","https://openalex.org/W2170167891","https://openalex.org/W2173423263","https://openalex.org/W2190662802","https://openalex.org/W2294876837","https://openalex.org/W2520815785","https://openalex.org/W2559655401","https://openalex.org/W2564520718","https://openalex.org/W2593463961","https://openalex.org/W2625175141","https://openalex.org/W2725817408","https://openalex.org/W2735280637","https://openalex.org/W2779176751","https://openalex.org/W2791313368","https://openalex.org/W2804047627","https://openalex.org/W2891631795","https://openalex.org/W2912842180","https://openalex.org/W2963942766","https://openalex.org/W3101582631","https://openalex.org/W3130451612","https://openalex.org/W3140420700","https://openalex.org/W3165578810","https://openalex.org/W4226497331","https://openalex.org/W4230163246","https://openalex.org/W4235535688","https://openalex.org/W4292363360","https://openalex.org/W4308411104","https://openalex.org/W4312455009"],"related_works":["https://openalex.org/W4297923868","https://openalex.org/W2972953460","https://openalex.org/W2950451513","https://openalex.org/W2904973851","https://openalex.org/W2767455554","https://openalex.org/W2757181964","https://openalex.org/W2755289022","https://openalex.org/W2009883997","https://openalex.org/W1988307074","https://openalex.org/W1966658362"],"abstract_inverted_index":{"In":[0],"this":[1,47],"work,":[2],"we":[3,84,126],"investigate":[4],"image":[5],"registration":[6],"in":[7,52,77,181],"a":[8,22,34,95,113],"variational":[9,23,48,131],"framework":[10],"and":[11,16,33,75,99,154,163,175,184],"focus":[12],"on":[13,172],"regularization":[14,40],"generality":[15,76],"solver":[17],"efficiency.":[18],"We":[19],"first":[20,87],"propose":[21,85],"model":[24,49,69],"combining":[25],"the":[26,53,68,78,91,103,152],"state-of-the-art":[27,169],"sum":[28],"of":[29,119],"absolute":[30],"differences":[31],"(SAD)":[32],"new":[35,166],"arbitrary":[36],"order":[37],"total":[38],"variation":[39],"term.":[41],"The":[42],"main":[43],"advantage":[44],"is":[45,63,133,146,186],"that":[46,128,143,164],"preserves":[50],"discontinuities":[51],"resultant":[54,104],"deformation":[55],"while":[56],"being":[57],"robust":[58],"to":[59,66,71,86,90,93,135],"outlier":[60],"noise.":[61],"It":[62],"however":[64],"non-trivial":[65],"optimize":[67],"due":[70],"its":[72],"non-convexity,":[73],"non-differentiabilities,":[74],"derivative":[79],"order.":[80],"To":[81],"tackle":[82],"these,":[83],"apply":[88],"linearization":[89],"problem":[92],"formulate":[94],"convex":[96,105],"objective":[97],"function":[98],"then":[100],"break":[101],"down":[102],"optimization":[106],"into":[107],"several":[108],"point-wise,":[109],"closed-form":[110],"subproblems":[111],"using":[112],"fast,":[114],"over-relaxed":[115],"alternating":[116],"direction":[117],"method":[118],"multipliers":[120],"(ADMM).":[121],"With":[122],"our":[123,144,165],"proposed":[124],"algorithm,":[125],"show":[127,142],"solving":[129,136],"higher-order":[130,159],"formulations":[132],"similar":[134],"their":[137],"lower-order":[138],"counterparts.":[139],"Extensive":[140],"experiments":[141],"ADMM":[145],"significantly":[147],"more":[148],"efficient":[149],"than":[150],"both":[151,182],"subgradient":[153],"primal-dual":[155],"algorithms":[156],"particularly":[157],"when":[158],"derivatives":[160],"are":[161],"used,":[162],"models":[167],"outperform":[168],"methods":[170],"based":[171],"deep":[173],"learning":[174],"free-form":[176],"deformation.":[177],"Our":[178],"code":[179],"implemented":[180],"Matlab":[183],"Pytorch":[185],"publicly":[187],"available":[188],"at":[189],"https://github.com/j-duan/AOTV.":[190]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4315880771","counts_by_year":[{"year":2024,"cited_by_count":4}],"updated_date":"2024-12-21T20:45:29.942799","created_date":"2023-01-13"}