{"id":"https://openalex.org/W4388505208","doi":"https://doi.org/10.1109/tvcg.2023.3330859","title":"Self-Supervised Fragment Alignment With Gaps","display_name":"Self-Supervised Fragment Alignment With Gaps","publication_year":2023,"publication_date":"2023-11-08","ids":{"openalex":"https://openalex.org/W4388505208","doi":"https://doi.org/10.1109/tvcg.2023.3330859","pmid":"https://pubmed.ncbi.nlm.nih.gov/37938966"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2023.3330859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3330859","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","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/A5100871614","display_name":"Mingxin Yang","orcid":"https://orcid.org/0000-0003-1744-5607"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingxin Yang","raw_affiliation_strings":["Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064394912","display_name":"Yonatan Svirsky","orcid":"https://orcid.org/0000-0001-5080-1031"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["CN","IL"],"is_corresponding":false,"raw_author_name":"Yonatan Svirsky","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel","Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005647036","display_name":"Zhanglin Cheng","orcid":"https://orcid.org/0000-0002-3360-2679"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanglin Cheng","raw_affiliation_strings":["Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074974298","display_name":"Andrei Sharf","orcid":"https://orcid.org/0000-0002-3963-4508"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN","IL"],"is_corresponding":false,"raw_author_name":"Andrei Sharf","raw_affiliation_strings":["Ben-Gurion University, Beer-Sheva, Israel","Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Ben-Gurion University, Beer-Sheva, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Visual Computing and Analytics (VisuCA), Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100871614"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":0.1228,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43394701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"30","issue":"9","first_page":"6235","last_page":"6246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","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/T14339","display_name":"Image Processing and 3D Reconstruction","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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9901000261306763,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/fragment","display_name":"Fragment (logic)","score":0.7033357620239258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7014814615249634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42324525117874146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34894081950187683},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2426128387451172}],"concepts":[{"id":"https://openalex.org/C2776235265","wikidata":"https://www.wikidata.org/wiki/Q18392052","display_name":"Fragment (logic)","level":2,"score":0.7033357620239258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7014814615249634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42324525117874146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34894081950187683},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2426128387451172}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2023.3330859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2023.3330859","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:37938966","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37938966","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 visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7599999904632568,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1026517797","display_name":null,"funder_award_id":"61972388","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6871481020","display_name":null,"funder_award_id":"U21A20515","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W343636949","https://openalex.org/W1834627138","https://openalex.org/W1935189976","https://openalex.org/W1941539351","https://openalex.org/W1968279345","https://openalex.org/W1976015505","https://openalex.org/W1980925046","https://openalex.org/W1986198903","https://openalex.org/W1992101337","https://openalex.org/W2001316417","https://openalex.org/W2004407037","https://openalex.org/W2015945789","https://openalex.org/W2019626861","https://openalex.org/W2040329620","https://openalex.org/W2077230361","https://openalex.org/W2080171500","https://openalex.org/W2084810551","https://openalex.org/W2087900192","https://openalex.org/W2101186907","https://openalex.org/W2108598243","https://openalex.org/W2108681527","https://openalex.org/W2116592269","https://openalex.org/W2126060993","https://openalex.org/W2128745377","https://openalex.org/W2148300333","https://openalex.org/W2160526525","https://openalex.org/W2293998268","https://openalex.org/W2321533354","https://openalex.org/W2515501208","https://openalex.org/W2892032594","https://openalex.org/W2898055336","https://openalex.org/W2902857081","https://openalex.org/W2911017924","https://openalex.org/W2946952476","https://openalex.org/W2958360136","https://openalex.org/W2962693703","https://openalex.org/W2963458902","https://openalex.org/W2964060161","https://openalex.org/W2964082390","https://openalex.org/W2981413347","https://openalex.org/W2998875450","https://openalex.org/W3035004948","https://openalex.org/W3043547428","https://openalex.org/W3087159029","https://openalex.org/W3100450900","https://openalex.org/W3103733782","https://openalex.org/W3137076755","https://openalex.org/W3172538945","https://openalex.org/W4200132640","https://openalex.org/W4226176592","https://openalex.org/W4293389662","https://openalex.org/W4385245566","https://openalex.org/W4394671432","https://openalex.org/W6687484953","https://openalex.org/W6747766732","https://openalex.org/W6749271710","https://openalex.org/W6751426678","https://openalex.org/W6758205271"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1973480752","https://openalex.org/W2805502594","https://openalex.org/W3132641048","https://openalex.org/W4403688099","https://openalex.org/W4253208712","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Image":[0],"alignment":[1,18,56,86,143,169,187,205,233],"and":[2,13,41,103,120,171,175,185,223,250],"registration":[3],"methods":[4],"typically":[5],"rely":[6],"on":[7,213],"visual":[8],"correspondences":[9],"across":[10],"common":[11,39,64],"regions":[12],"boundaries":[14,40,65],"to":[15,83,140,195,202,230],"guide":[16,84,141],"the":[17,22,51,55,75,85,91,94,117,153,180,204,232],"process.":[19,87],"Without":[20],"them,":[21],"problem":[23,52],"becomes":[24],"significantly":[25],"more":[26],"challenging.":[27],"Nevertheless,":[28],"in":[29,93,238],"real":[30,251],"world,":[31],"image":[32,58,236,245],"fragments":[33,59,76,135,155,207,237],"may":[34],"be":[35],"corrupted":[36],"with":[37,60,79,144],"no":[38,44,80],"little":[42],"or":[43,66],"overlap.":[45],"In":[46,178],"this":[47,148,193],"work,":[48],"we":[49,106,114],"address":[50],"of":[53,57,96,161,234],"learning":[54],"gaps":[61],"(i.e.,":[62],"without":[63],"overlapping":[67],"regions).":[68],"Our":[69,128],"setting":[70],"is":[71,89,130,136],"unsupervised,":[72],"having":[73],"only":[74],"at":[77],"hand":[78],"ground":[81],"truth":[82],"This":[88],"usually":[90],"situation":[92],"restoration":[95],"unique":[97],"archaeological":[98],"artifacts":[99],"such":[100],"as":[101,217,219],"frescoes":[102,222],"mosaics.":[104,224],"Hence,":[105],"suggest":[107],"a":[108,159,196,239],"self-supervised":[109,240],"approach":[110],"utilizing":[111],"self-examples":[112],"which":[113,200],"generate":[115],"from":[116],"existing":[118],"data":[119,194],"then":[121],"feed":[122,192],"into":[123,156],"an":[124],"adversarial":[125],"neural":[126],"network.":[127],"idea":[129],"that":[131],"available":[132],"information":[133],"inside":[134],"often":[137],"sufficiently":[138],"rich":[139],"their":[142],"good":[145],"accuracy.":[146],"Following":[147],"observation,":[149],"our":[150,211,227],"method":[151],"splits":[152],"initial":[154],"sub-fragments":[157,182],"yielding":[158],"set":[160],"aligned":[162],"pieces.":[163],"Thus,":[164],"sub-fragmentation":[165],"allows":[166],"exposing":[167],"new":[168,181],"relations":[170,188],"revealing":[172],"inner":[173,244],"structures":[174],"feature":[176],"statistics.":[177],"fact,":[179],"construct":[183],"true":[184],"false":[186],"between":[189,206],"fragments.":[190],"We":[191,209],"spatial":[197],"transformer":[198],"GAN":[199],"learns":[201],"predict":[203],"gaps.":[208],"test":[210],"technique":[212],"various":[214],"synthetic":[215,249],"datasets":[216],"well":[218],"large":[220],"scale":[221],"Results":[225],"demonstrate":[226],"method's":[228],"capability":[229],"learn":[231],"deteriorated":[235],"manner,":[241],"by":[242],"examining":[243],"statistics":[246],"for":[247],"both":[248],"data.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
