{"id":"https://openalex.org/W4387968019","doi":"https://doi.org/10.1145/3581783.3612139","title":"Multimodal Color Recommendation in Vector Graphic Documents","display_name":"Multimodal Color Recommendation in Vector Graphic Documents","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387968019","doi":"https://doi.org/10.1145/3581783.3612139"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612139","doi":"https://doi.org/10.1145/3581783.3612139","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612139","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612139","source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612139","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039374994","display_name":"Qianwei Qiu","orcid":"https://orcid.org/0009-0007-4562-6014","observed_orcids":["https://orcid.org/0009-0007-4562-6014"]},"institutions":[{"id":"https://openalex.org/I4210089607","display_name":"CyberAgent (Japan)","ror":"https://ror.org/0060jg679","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210089607"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qianru Qiu","raw_affiliation_strings":["CyberAgent Inc., Tokyo, Japan"],"raw_orcid":"https://orcid.org/0009-0007-4562-6014","affiliations":[{"raw_affiliation_string":"CyberAgent Inc., Tokyo, Japan","institution_ids":["https://openalex.org/I4210089607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000184834","display_name":"Xueting Wang","orcid":"https://orcid.org/0000-0002-1009-1095","observed_orcids":["https://orcid.org/0000-0002-1009-1095"]},"institutions":[{"id":"https://openalex.org/I4210089607","display_name":"CyberAgent (Japan)","ror":"https://ror.org/0060jg679","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210089607"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Xueting Wang","raw_affiliation_strings":["CyberAgent Inc., Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1009-1095","affiliations":[{"raw_affiliation_string":"CyberAgent Inc., Tokyo, Japan","institution_ids":["https://openalex.org/I4210089607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035903147","display_name":"Mayu Otani","orcid":"https://orcid.org/0000-0001-9923-2669","observed_orcids":["https://orcid.org/0000-0001-9923-2669"]},"institutions":[{"id":"https://openalex.org/I4210089607","display_name":"CyberAgent (Japan)","ror":"https://ror.org/0060jg679","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210089607"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mayu Otani","raw_affiliation_strings":["CyberAgent Inc., Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9923-2669","affiliations":[{"raw_affiliation_string":"CyberAgent Inc., Tokyo, Japan","institution_ids":["https://openalex.org/I4210089607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210089607"],"apc_list":null,"apc_paid":null,"fwci":2.9319,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90802715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4003","last_page":"4011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.8906000256538391,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.0414000004529953,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.02810000069439411,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/color-palette-generation","display_name":"color palette generation","score":0.9359999895095825},{"id":"https://openalex.org/keywords/cross-attention","display_name":"cross-attention","score":0.8059999942779541},{"id":"https://openalex.org/keywords/self-attention","display_name":"self-attention","score":0.8799999952316284},{"id":"https://openalex.org/keywords/color-harmony","display_name":"color harmony","score":0.7080000042915344},{"id":"https://openalex.org/keywords/graphic-design","display_name":"graphic design","score":0.7360000014305115}],"concepts":[{"id":"https://openalex.org/C2779674283","wikidata":"https://www.wikidata.org/wiki/Q425548","display_name":"Palette (painting)","level":2,"score":0.9397321939468384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7667455673217773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5357963442802429},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4937513768672943},{"id":"https://openalex.org/C173752661","wikidata":"https://www.wikidata.org/wiki/Q1396414","display_name":"Color quantization","level":5,"score":0.48790881037712097},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4455406069755554},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4439210295677185},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.3143177032470703},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15947404503822327},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.08748307824134827},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3581783.3612139","doi":"https://doi.org/10.1145/3581783.3612139","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612139","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612139","source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2308.04118","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.04118","pdf_url":"https://arxiv.org/pdf/2308.04118","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2308.04118","doi":"https://doi.org/10.48550/arxiv.2308.04118","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2308.04118","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1145/3581783.3612139","doi":"https://doi.org/10.1145/3581783.3612139","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3581783.3612139","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3581783.3612139","source":{"id":"https://openalex.org/S4363608757","display_name":"ACM International Conference on Multimedia (ACM MM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387968019.pdf","grobid_xml":"https://content.openalex.org/works/W4387968019.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W573866657","https://openalex.org/W1975514318","https://openalex.org/W1982483860","https://openalex.org/W2066405128","https://openalex.org/W2129289777","https://openalex.org/W2271551547","https://openalex.org/W2524363614","https://openalex.org/W2591510999","https://openalex.org/W2604397416","https://openalex.org/W2750259860","https://openalex.org/W2885673693","https://openalex.org/W2896457183","https://openalex.org/W3165673720","https://openalex.org/W3186913919","https://openalex.org/W3202182921","https://openalex.org/W3208700264","https://openalex.org/W4235375376","https://openalex.org/W4319300631","https://openalex.org/W4319300963","https://openalex.org/W4386566638"],"related_works":["https://openalex.org/W4296973457","https://openalex.org/W2885673693","https://openalex.org/W7219100347","https://openalex.org/W2796680270","https://openalex.org/W4414057458","https://openalex.org/W4316591953","https://openalex.org/W4409736329","https://openalex.org/W4312536800","https://openalex.org/W4220930376","https://openalex.org/W139543893"],"abstract_inverted_index":{"Color":[0],"selection":[1],"plays":[2],"a":[3,33,45,124],"critical":[4],"role":[5],"in":[6,30,77],"graphic":[7,63],"document":[8],"design":[9],"and":[10,27,54,80,87,108,150,163],"requires":[11],"sufficient":[12],"consideration":[13],"of":[14],"various":[15],"contexts.":[16],"However,":[17],"recommending":[18],"appropriate":[19],"colors":[20,26,76,102,107],"which":[21,100,122],"harmonize":[22],"with":[23],"the":[24,73,105,130,166],"other":[25],"textual":[28,55],"contexts":[29,56],"documents":[31],"is":[32,112],"challenging":[34],"task,":[35,118],"even":[36],"for":[37,62,114],"experienced":[38],"designers.":[39],"In":[40],"this":[41],"study,":[42],"we":[43],"propose":[44],"multimodal":[46],"masked":[47],"color":[48,53,60,86,97,116,126,142,148,161],"model":[49,67],"that":[50,83,136],"integrates":[51],"both":[52,85],"to":[57,71,129,165],"provide":[58],"text-aware":[59],"recommendation":[61,117],"documents.":[64],"Our":[65,91],"proposed":[66,92,138],"comprises":[68],"self-attention":[69],"networks":[70,82],"capture":[72],"relationships":[74],"between":[75],"multiple":[78],"palettes,":[79],"cross-attention":[81],"incorporate":[84],"CLIP-based":[88],"text":[89],"representations.":[90],"method":[93],"primarily":[94],"focuses":[95],"on":[96,104,146],"palette":[98,120,127,143,157],"completion,":[99],"recommends":[101],"based":[103],"given":[106,131],"text.":[109,132],"Additionally,":[110],"it":[111],"applicable":[113],"another":[115],"full":[119,156],"generation,":[121],"generates":[123],"complete":[125],"corresponding":[128],"Experimental":[133],"results":[134],"demonstrate":[135],"our":[137],"approach":[139],"surpasses":[140],"previous":[141],"completion":[144],"methods":[145,159],"accuracy,":[147],"distribution,":[149],"user":[151],"experience,":[152],"as":[153,155],"well":[154],"generation":[158],"concerning":[160],"diversity":[162],"similarity":[164],"ground":[167],"truth":[168],"palettes.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-10-28T00:00:00"}