{"id":"https://openalex.org/W4385276764","doi":"https://doi.org/10.1145/3592392","title":"Semi-supervised reference-based sketch extraction using a contrastive learning framework","display_name":"Semi-supervised reference-based sketch extraction using a contrastive learning framework","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385276764","doi":"https://doi.org/10.1145/3592392"},"language":"en","primary_location":{"id":"doi:10.1145/3592392","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3592392","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","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/A5039283496","display_name":"Chang Wook Seo","orcid":"https://orcid.org/0000-0002-3809-9515"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang Wook Seo","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-3809-9515","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073767792","display_name":"Amirsaman Ashtari","orcid":"https://orcid.org/0000-0001-5352-7306"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Amirsaman Ashtari","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-5352-7306","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026087865","display_name":"Junyong Noh","orcid":"https://orcid.org/0000-0003-1925-3326"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junyong Noh","raw_affiliation_strings":["Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-1925-3326","affiliations":[{"raw_affiliation_string":"Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":1.5954,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85676407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"42","issue":"4","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9987999796867371,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9987999796867371,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.9543101787567139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8070484399795532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6779961585998535},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6241991519927979},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5049431920051575},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4394224286079407},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3886556625366211},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36492985486984253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08391544222831726},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06051132082939148}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.9543101787567139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8070484399795532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6779961585998535},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6241991519927979},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5049431920051575},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4394224286079407},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3886556625366211},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36492985486984253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08391544222831726},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06051132082939148},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3592392","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3592392","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W2109901529","https://openalex.org/W2133665775","https://openalex.org/W2145023731","https://openalex.org/W2150593711","https://openalex.org/W2280900767","https://openalex.org/W2331128040","https://openalex.org/W2473464331","https://openalex.org/W2598108580","https://openalex.org/W2603777577","https://openalex.org/W2604662340","https://openalex.org/W2739458493","https://openalex.org/W2798478762","https://openalex.org/W2809852002","https://openalex.org/W2884585870","https://openalex.org/W2887240766","https://openalex.org/W2902318149","https://openalex.org/W2908146545","https://openalex.org/W2946220758","https://openalex.org/W2952056941","https://openalex.org/W2953096069","https://openalex.org/W2962738221","https://openalex.org/W2962753688","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2963561004","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2964002510","https://openalex.org/W2978052557","https://openalex.org/W2982138396","https://openalex.org/W2987285147","https://openalex.org/W2989938213","https://openalex.org/W3015215494","https://openalex.org/W3015643106","https://openalex.org/W3032364478","https://openalex.org/W3034600949","https://openalex.org/W3034832575","https://openalex.org/W3035124078","https://openalex.org/W3035316078","https://openalex.org/W3035398999","https://openalex.org/W3040462728","https://openalex.org/W3087797123","https://openalex.org/W3092775865","https://openalex.org/W3094325913","https://openalex.org/W3098736533","https://openalex.org/W3104956649","https://openalex.org/W3108316907","https://openalex.org/W3108501258","https://openalex.org/W3108807630","https://openalex.org/W3174066424","https://openalex.org/W3179041635","https://openalex.org/W3185618248","https://openalex.org/W3189785766","https://openalex.org/W3194134402","https://openalex.org/W3201838419","https://openalex.org/W3203398299","https://openalex.org/W3209006364","https://openalex.org/W4205633160","https://openalex.org/W4286611322","https://openalex.org/W4292794848","https://openalex.org/W4292828959","https://openalex.org/W4311804474","https://openalex.org/W4312353784","https://openalex.org/W6600260580","https://openalex.org/W6741704226","https://openalex.org/W6752851532","https://openalex.org/W6780043386"],"related_works":["https://openalex.org/W2378994405","https://openalex.org/W2385974820","https://openalex.org/W2373478030","https://openalex.org/W2378679551","https://openalex.org/W3149739944","https://openalex.org/W2392363776","https://openalex.org/W2063051341","https://openalex.org/W2591066345","https://openalex.org/W1494563618","https://openalex.org/W2357022711"],"abstract_inverted_index":{"Sketches":[0],"reflect":[1],"the":[2,52,66,70,90],"drawing":[3],"style":[4,50,91],"of":[5,37,72,92],"individual":[6],"artists;":[7],"therefore,":[8],"it":[9],"is":[10],"important":[11],"to":[12,34,47,69],"consider":[13],"their":[14],"unique":[15],"styles":[16],"when":[17],"extracting":[18],"sketches":[19,36],"from":[20,56],"color":[21],"images":[22],"for":[23],"various":[24,49],"applications.":[25],"Unfortunately,":[26],"most":[27],"existing":[28],"sketch":[29,84,96,109],"extraction":[30,85,110],"methods":[31,53,111,116],"are":[32],"designed":[33],"extract":[35],"a":[38,73,81,93,102],"single":[39],"style.":[40],"Although":[41],"there":[42],"have":[43],"been":[44],"some":[45],"attempts":[46],"generate":[48],"sketches,":[51],"generally":[54],"suffer":[55],"two":[57],"limitations:":[58],"low":[59],"quality":[60],"results":[61],"and":[62,112,120],"difficulty":[63],"in":[64,101,117],"training":[65,100],"model":[67],"due":[68],"requirement":[71],"paired":[74],"dataset.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79],"propose":[80],"novel":[82],"multi-modal":[83],"method":[86,106],"that":[87],"can":[88],"imitate":[89],"given":[94],"reference":[95],"with":[97],"unpaired":[98,113],"data":[99],"semi-supervised":[103],"manner.":[104],"Our":[105],"outperforms":[107],"state-of-the-art":[108],"image":[114],"translation":[115],"both":[118],"quantitative":[119],"qualitative":[121],"evaluations.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
