{"id":"https://openalex.org/W4393158289","doi":"https://doi.org/10.1609/aaai.v38i1.27782","title":"SuperJunction: Learning-Based Junction Detection for Retinal Image Registration","display_name":"SuperJunction: Learning-Based Junction Detection for Retinal Image Registration","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393158289","doi":"https://doi.org/10.1609/aaai.v38i1.27782"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i1.27782","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27782/27600","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27782/27600","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100445368","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0003-3511-0288"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322864","display_name":"Li Wang","orcid":"https://orcid.org/0000-0001-8599-7249"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xiaoye Wang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore\nDepartment of Mathematics, Harbin Institute of Technology, Weihai, China"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore\nDepartment of Mathematics, Harbin Institute of Technology, Weihai, China","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I204983213","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065217855","display_name":"Zaiwang Gu","orcid":"https://orcid.org/0000-0001-8764-0622"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zaiwang Gu","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033446854","display_name":"Weide Liu","orcid":"https://orcid.org/0000-0002-9855-4479"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weide Liu","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062405330","display_name":"Wee Siong Ng","orcid":"https://orcid.org/0000-0003-3523-3210"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Siong Ng","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103056391","display_name":"Weimin Huang","orcid":"https://orcid.org/0000-0002-0769-8945"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weimin Huang","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044959745","display_name":"Jun Cheng","orcid":"https://orcid.org/0000-0003-1786-6188"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Cheng","raw_affiliation_strings":["Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":85},"biblio":{"volume":"38","issue":"1","first_page":"292","last_page":"300"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Detection and Management of Retinal Diseases","score":0.9973,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Detection and Management of Retinal Diseases","score":0.9973,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-analysis","display_name":"Image Analysis","score":0.527534},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.41560304}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5889903},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.54064345},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5351869},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5323584},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.41560304},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41237277},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.17864627},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1720533}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i1.27782","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27782/27600","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v38i1.27782","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/27782/27600","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":52,"referenced_works":["https://openalex.org/W1037538481","https://openalex.org/W1564419782","https://openalex.org/W1946960308","https://openalex.org/W1985586071","https://openalex.org/W1993234589","https://openalex.org/W1995266040","https://openalex.org/W2033723371","https://openalex.org/W2047308964","https://openalex.org/W2062853577","https://openalex.org/W2111308925","https://openalex.org/W2111589119","https://openalex.org/W2114593155","https://openalex.org/W2117228865","https://openalex.org/W2119060021","https://openalex.org/W2119076421","https://openalex.org/W2125956239","https://openalex.org/W2129098176","https://openalex.org/W2136703000","https://openalex.org/W2141085506","https://openalex.org/W2141584146","https://openalex.org/W2143238378","https://openalex.org/W2143711534","https://openalex.org/W2145305441","https://openalex.org/W2146063841","https://openalex.org/W2146807548","https://openalex.org/W2150769593","https://openalex.org/W2151103935","https://openalex.org/W2160341214","https://openalex.org/W2166488701","https://openalex.org/W2194775991","https://openalex.org/W2744143982","https://openalex.org/W2893616295","https://openalex.org/W2951870616","https://openalex.org/W2954655225","https://openalex.org/W2963097316","https://openalex.org/W2963351448","https://openalex.org/W2963752842","https://openalex.org/W2982892652","https://openalex.org/W2988267930","https://openalex.org/W3013056581","https://openalex.org/W3014837238","https://openalex.org/W3034275286","https://openalex.org/W3043075211","https://openalex.org/W3049117435","https://openalex.org/W3097484729","https://openalex.org/W3099206234","https://openalex.org/W3103010481","https://openalex.org/W4200143428","https://openalex.org/W4224924179","https://openalex.org/W4245858310","https://openalex.org/W4289824813","https://openalex.org/W4312470625"],"related_works":["https://openalex.org/W3116076068","https://openalex.org/W2951359407","https://openalex.org/W2775347418","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2229312674","https://openalex.org/W2166024367","https://openalex.org/W2079911747","https://openalex.org/W2058170566","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Keypoints-based":[0],"approaches":[1,28],"have":[2],"shown":[3],"to":[4,45,86,93,119],"be":[5],"promising":[6],"for":[7,62,108],"retinal":[8,43,63,131],"image":[9,64],"registration,":[10,65],"which":[11,66,91,154],"superimpose":[12],"two":[13],"or":[14],"more":[15,95],"images":[16,47,132],"from":[17,30,41,133],"different":[18,134],"views":[19,135],"based":[20],"on":[21,140],"keypoint":[22,32,70,78],"detection":[23,60,85],"and":[24,34,72,98],"description.":[25],"However,":[26],"existing":[27],"suffer":[29],"ineffective":[31],"detector":[33,71],"descriptor":[35,73,122],"training.":[36,74],"Meanwhile,":[37],"the":[38,69,77,88,100,121,128,161,165],"non-linear":[39],"mapping":[40],"3D":[42],"structure":[44],"2D":[46],"is":[48,117,155],"often":[49],"neglected.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,125],"propose":[55],"a":[56,82,111],"novel":[57],"learning-based":[58],"junction":[59],"approach":[61,116],"enhances":[67],"both":[68],"To":[75,104],"improve":[76],"detection,":[79],"it":[80],"uses":[81],"multi-task":[83],"vessel":[84],"regularize":[87],"model":[89],"training,":[90],"helps":[92],"learn":[94],"representative":[96],"features":[97],"reduce":[99],"risk":[101],"of":[102,152],"over-fitting.":[103],"achieve":[105],"effective":[106],"training":[107],"keypoints":[109],"description,":[110],"new":[112],"constrained":[113],"negative":[114],"sampling":[115],"proposed":[118],"compute":[120],"loss.":[123],"Moreover,":[124],"also":[126],"consider":[127],"non-linearity":[129],"between":[130],"during":[136],"matching.":[137],"Experimental":[138],"results":[139],"FIRE":[141],"dataset":[142],"show":[143],"that":[144],"our":[145],"method":[146],"achieves":[147],"mean":[148],"area":[149],"under":[150],"curve":[151],"0.850,":[153],"12.6%":[156],"higher":[157],"than":[158],"0.755":[159],"by":[160],"state-of-the-art":[162],"method.":[163],"All":[164],"codes":[166],"are":[167],"available":[168],"at":[169],"https://github.com/samjcheng/SuperJunction.":[170]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4393158289","counts_by_year":[],"updated_date":"2024-11-26T06:49:52.038584","created_date":"2024-03-26"}
