{"id":"https://openalex.org/W4402450500","doi":"https://doi.org/10.1109/access.2024.3457797","title":"Research on the Influence of Multi-Scene Feature Classification on Ink and Wash Style Transfer Effect of ChipGAN","display_name":"Research on the Influence of Multi-Scene Feature Classification on Ink and Wash Style Transfer Effect of ChipGAN","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402450500","doi":"https://doi.org/10.1109/access.2024.3457797"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3457797","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3457797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/access.2024.3457797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102667826","display_name":"Nan Liu","orcid":"https://orcid.org/0009-0001-2902-1759"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Liu","raw_affiliation_strings":["School of New Media, Beijing Institute of Graphic Communication, Beijing, China","School of New Media, Beijing Institute Of Graphic Communication, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-2902-1759","affiliations":[{"raw_affiliation_string":"School of New Media, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of New Media, Beijing Institute Of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongjuan Wang","orcid":"https://orcid.org/0009-0004-5346-8229"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjuan Wang","raw_affiliation_strings":["School of New Media, Beijing Institute of Graphic Communication, Beijing, China","School of New Media, Beijing Institute Of Graphic Communication, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-5346-8229","affiliations":[{"raw_affiliation_string":"School of New Media, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of New Media, Beijing Institute Of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022342849","display_name":"Likun Lu","orcid":"https://orcid.org/0009-0004-3309-6448"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Likun Lu","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute Of Graphic Communication, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-3309-6448","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute Of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055239233","display_name":"Yahui Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Ding","raw_affiliation_strings":["School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","School of Information Engineering, Beijing Institute Of Graphic Communication, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-0223-0818","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of Information Engineering, Beijing Institute Of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044214208","display_name":"Tian Miao-miao","orcid":"https://orcid.org/0009-0005-9375-0189"},"institutions":[{"id":"https://openalex.org/I4210135483","display_name":"Beijing Institute of Graphic Communication","ror":"https://ror.org/03yg3v757","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135483"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaomiao Tian","raw_affiliation_strings":["School of New Media, Beijing Institute of Graphic Communication, Beijing, China","School of New Media, Beijing Institute Of Graphic Communication, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-9375-0189","affiliations":[{"raw_affiliation_string":"School of New Media, Beijing Institute of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]},{"raw_affiliation_string":"School of New Media, Beijing Institute Of Graphic Communication, Beijing, China","institution_ids":["https://openalex.org/I4210135483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210135483"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28267045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"129733","last_page":"129752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.7305999994277954,"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"}},"topics":[{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.7305999994277954,"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/T14139","display_name":"E-commerce and Technology Innovations","score":0.6226000189781189,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inkwell","display_name":"Inkwell","score":0.6452471613883972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6208115816116333},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5896549820899963},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49483364820480347},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4654918909072876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4628652036190033},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4366610050201416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4091896712779999},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.148990660905838},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.11937946081161499},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11065694689750671},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.049239784479141235}],"concepts":[{"id":"https://openalex.org/C109693293","wikidata":"https://www.wikidata.org/wiki/Q1496072","display_name":"Inkwell","level":2,"score":0.6452471613883972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6208115816116333},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5896549820899963},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49483364820480347},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4654918909072876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4628652036190033},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4366610050201416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4091896712779999},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.148990660905838},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.11937946081161499},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11065694689750671},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.049239784479141235},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3457797","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3457797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:930435a278944f5f93ac4d364d0caf85","is_oa":true,"landing_page_url":"https://doaj.org/article/930435a278944f5f93ac4d364d0caf85","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 129733-129752 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3457797","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3457797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2044465660","https://openalex.org/W2057936314","https://openalex.org/W2125865219","https://openalex.org/W2133665775","https://openalex.org/W2161304138","https://openalex.org/W2163484246","https://openalex.org/W2486162712","https://openalex.org/W2593414223","https://openalex.org/W2896718548","https://openalex.org/W2962793481","https://openalex.org/W2963920537","https://openalex.org/W3034664137","https://openalex.org/W3048537404","https://openalex.org/W4281393376","https://openalex.org/W4292820721","https://openalex.org/W4387578850","https://openalex.org/W4387822470","https://openalex.org/W4390814250","https://openalex.org/W6637568146","https://openalex.org/W6729966448","https://openalex.org/W6755366571","https://openalex.org/W6765779288"],"related_works":["https://openalex.org/W2326635610","https://openalex.org/W2508766897","https://openalex.org/W2371758386","https://openalex.org/W2008795977","https://openalex.org/W2153024664","https://openalex.org/W2357946863","https://openalex.org/W2131699760","https://openalex.org/W2385576285","https://openalex.org/W2374624380","https://openalex.org/W4378446704"],"abstract_inverted_index":{"Ink":[0],"painting":[1],"represents":[2],"a":[3,30,78,114,181,240,297],"distinguished":[4],"traditional":[5],"art":[6],"form":[7],"in":[8,230,285],"China.":[9],"In":[10,73,288],"recent":[11],"years,":[12],"numerous":[13],"researchers":[14],"have":[15],"employed":[16],"deep":[17],"learning":[18],"techniques":[19],"to":[20,51,61,147,200,251],"investigate":[21],"ink":[22,68,110,129,176,252,279],"wash":[23,69,130,177,253,280],"style":[24,70,104,131,155,178,209,214,254],"transfer.":[25,132,179],"However,":[26],"there":[27],"has":[28],"been":[29],"notable":[31],"oversight":[32],"regarding":[33],"the":[34,42,63,85,125,135,138,150,160,163,167,173,194,204,216,227,231,244,257,276,289,301],"impact":[35,161],"of":[36,65,84,107,137,144,162,166,175,183,197,219,224,233,246,259,278,304],"multi-scene":[37,57,116,234,260],"feature":[38,58,117,235,261],"classification":[39,59,118,262],"on":[40,149,172,226,264],"both":[41],"transfer":[43,148,151,201,205,255],"effect":[44,152,206],"and":[45,88,98,141,186,271],"its":[46],"evaluation.":[47],"This":[48,237],"paper":[49],"aims":[50],"address":[52],"this":[53,292],"gap":[54],"by":[55,94,283],"employing":[56],"datasets":[60,105,121],"facilitate":[62],"transformation":[64],"images":[66,83,145,198,281,305],"into":[67],"utilizing":[71],"ChipGAN.":[72,265],"our":[74,190],"study,":[75],"we":[76,102,158],"utilized":[77],"content":[79],"dataset":[80],"comprising":[81],"photographic":[82],"Forbidden":[86],"City":[87],"frames":[89],"from":[90],"documentary":[91],"videos,":[92],"characterized":[93],"varying":[95,222],"structural":[96,139,195],"complexities":[97],"weather":[99,142],"conditions.":[100],"Additionally,":[101,266],"compiled":[103],"consisting":[106],"five":[108],"distinct":[109],"styles,":[111],"collectively":[112],"forming":[113],"comprehensive":[115],"dataset.":[119],"These":[120],"will":[122],"serve":[123],"as":[124],"foundation":[126,242],"for":[127,243,274,300],"ChipGAN-based":[128],"We":[133],"investigated":[134],"influence":[136,225],"complexity":[140,196],"conditions":[143],"prior":[146,199],"across":[153,207,306],"different":[154,213],"datasets.":[156,210],"Furthermore,":[157],"examined":[159],"three":[164,217],"components":[165,218],"Structural":[168],"Similarity":[169],"Index":[170],"(SSIM)":[171],"evaluation":[174,228,248,303],"Through":[180],"combination":[182],"SSIM":[184,220],"analysis":[185],"subjective":[187],"visual":[188],"quantification,":[189],"findings":[191],"indicate":[192],"that":[193],"significantly":[202],"affects":[203],"various":[208],"Moreover,":[211],"within":[212,256],"datasets,":[215],"exert":[221],"degrees":[223],"outcomes":[229],"context":[232],"classification.":[236],"research":[238],"lays":[239],"robust":[241],"development":[245],"an":[247,269],"system":[249],"tailored":[250],"framework":[258],"based":[263],"it":[267],"offers":[268],"objective":[270],"efficient":[272],"methodology":[273],"assessing":[275],"quality":[277],"generated":[282],"ChipGAN":[284],"future":[286],"applications.":[287],"long":[290],"term,":[291],"work":[293],"may":[294],"also":[295],"provide":[296],"novel":[298],"perspective":[299],"intelligent":[302],"other":[307],"artistic":[308],"styles.":[309]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}