{"id":"https://openalex.org/W4408441790","doi":"https://doi.org/10.1109/tim.2025.3551577","title":"A Bidirectional Iterative and Synergistic Supervision Approach for Infrared\u2013Visible Image Registration","display_name":"A Bidirectional Iterative and Synergistic Supervision Approach for Infrared\u2013Visible Image Registration","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408441790","doi":"https://doi.org/10.1109/tim.2025.3551577"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3551577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3551577","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5028178568","display_name":"J. Yan","orcid":"https://orcid.org/0009-0002-0884-6708"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafu Yan","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0002-0884-6708","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056054704","display_name":"Changhua Zhang","orcid":"https://orcid.org/0009-0009-4820-4428"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhua Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0009-4820-4428","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011107000","display_name":"Qingkun Li","orcid":"https://orcid.org/0000-0002-1082-0630"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingkun Li","raw_affiliation_strings":["Beijing Key Laboratory of Human-Computer Interaction, Institute of Software, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1082-0630","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Human-Computer Interaction, Institute of Software, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395603","display_name":"Bin Liu","orcid":"https://orcid.org/0009-0000-9126-1107"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0000-9126-1107","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076642198","display_name":"Shuguang Li","orcid":"https://orcid.org/0000-0001-6818-5345"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuguang Li","raw_affiliation_strings":["School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-6818-5345","affiliations":[{"raw_affiliation_string":"School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04965684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9916999936103821,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9657999873161316,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9613000154495239,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/image-registration","display_name":"Image registration","score":0.7553769946098328},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.584102988243103},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5671866536140442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5015127658843994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48487457633018494},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4531238377094269},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40588539838790894},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3258005976676941},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.26866453886032104},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18935152888298035},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1404721736907959},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10825785994529724}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7553769946098328},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.584102988243103},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5671866536140442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5015127658843994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48487457633018494},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4531238377094269},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40588539838790894},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3258005976676941},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.26866453886032104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18935152888298035},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1404721736907959},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10825785994529724}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3551577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3551577","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2040408479","display_name":null,"funder_award_id":"2022YFB2503403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W2963782415","https://openalex.org/W2996444841","https://openalex.org/W3034275286","https://openalex.org/W3035524453","https://openalex.org/W3036931590","https://openalex.org/W3043075211","https://openalex.org/W3045585143","https://openalex.org/W3046194589","https://openalex.org/W3047057232","https://openalex.org/W3109908659","https://openalex.org/W3134976640","https://openalex.org/W3166285241","https://openalex.org/W3170885821","https://openalex.org/W3176821389","https://openalex.org/W4220893768","https://openalex.org/W4221154336","https://openalex.org/W4283793580","https://openalex.org/W4285215809","https://openalex.org/W4292559694","https://openalex.org/W4296125404","https://openalex.org/W4296138560","https://openalex.org/W4312790276","https://openalex.org/W4313267411","https://openalex.org/W4315815845","https://openalex.org/W4321021048","https://openalex.org/W4323022579","https://openalex.org/W4362014679","https://openalex.org/W4367309555","https://openalex.org/W4377091052","https://openalex.org/W4379741379","https://openalex.org/W4382398496","https://openalex.org/W4386270566","https://openalex.org/W4386315006","https://openalex.org/W4386597174","https://openalex.org/W4388922825","https://openalex.org/W4389195380","https://openalex.org/W4389766748","https://openalex.org/W4390872507","https://openalex.org/W4390872683","https://openalex.org/W4392288481","https://openalex.org/W4393864501","https://openalex.org/W4393945006","https://openalex.org/W4396941569","https://openalex.org/W4401417369","https://openalex.org/W4401827146","https://openalex.org/W4404102051","https://openalex.org/W6698183232","https://openalex.org/W6757817989","https://openalex.org/W6859468902"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W2374614594","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2391549584","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W1983126463","https://openalex.org/W2362091980"],"abstract_inverted_index":{"Multimodal":[0],"image":[1,46,165],"registration":[2,47,63,72,80,103,119,166,190],"techniques,":[3],"critical":[4],"for":[5,42,96],"advancing":[6],"the":[7,18,68,71,113,138,178,182,189],"measurement":[8],"science":[9],"of":[10,70,149],"infrared":[11,43,183],"and":[12,28,40,44,51,78,88,98,101,132,141,152,170,184],"visible":[13,45,185],"images,":[14,186],"focus":[15],"on":[16,106,137],"aligning":[17],"same":[19],"feature":[20],"points":[21],"across":[22],"diverse":[23],"modalities":[24],"to":[25,36],"achieve":[26,37],"comprehensive":[27],"accurate":[29],"instrumentation.":[30],"However,":[31],"it":[32,175],"is":[33,94],"still":[34],"challenging":[35],"high":[38],"accuracy":[39,120],"robustness":[41],"with":[48,167],"complex":[49,168],"deformations":[50,169],"significant":[52,171],"modal":[53,172],"differences.":[54],"In":[55],"this":[56],"study,":[57],"we":[58,83],"propose":[59],"a":[60,85],"consistency-constrained":[61],"bidirectional":[62],"network":[64],"(CCBRN),":[65],"which":[66,93],"enhances":[67],"stability":[69],"process":[73],"by":[74],"capturing":[75],"both":[76],"forward":[77],"backward":[79],"details.":[81],"Furthermore,":[82],"develop":[84],"synergistic":[86],"unimodal":[87],"multimodal":[89],"supervision":[90],"(SUMS)":[91],"framework,":[92],"designed":[95],"learning":[97],"imposing":[99],"cross-":[100],"intramodal":[102],"constraints.":[104],"Experiments":[105],"several":[107],"benchmark":[108],"datasets":[109],"have":[110],"demonstrated":[111],"that":[112],"proposed":[114,158],"method":[115,128,159],"not":[116],"only":[117],"improves":[118],"but":[121],"also":[122],"exhibits":[123],"excellent":[124],"stability.":[125],"Specifically,":[126],"our":[127],"achieves":[129],"1.382,":[130],"2.680,":[131],"2.557":[133],"endpoint":[134],"errors":[135],"(EPEs)":[136],"RoadScene,":[139],"FLIR,":[140],"MSRS":[142],"datasets,":[143],"respectively,":[144],"resulting":[145],"in":[146,163],"error":[147],"reductions":[148],"13.24%,":[150],"5.20%,":[151],"11.61%":[153],"over":[154],"existing":[155,161],"methods.":[156],"The":[157],"surpasses":[160],"techniques":[162],"handling":[164],"differences,":[173],"as":[174],"effectively":[176],"extracts":[177],"commonality":[179],"features":[180],"between":[181],"thereby":[187],"improving":[188],"accuracy.":[191]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}