{"id":"https://openalex.org/W4405631916","doi":"https://doi.org/10.1109/tcsvt.2024.3520616","title":"Art Comes From Life: Artistic Image Aesthetics Assessment via Attribute Knowledge Amalgamation","display_name":"Art Comes From Life: Artistic Image Aesthetics Assessment via Attribute Knowledge Amalgamation","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4405631916","doi":"https://doi.org/10.1109/tcsvt.2024.3520616"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3520616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3520616","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5026080520","display_name":"Hangwei Chen","orcid":"https://orcid.org/0000-0002-3756-2029"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangwei Chen","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-3756-2029","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049898953","display_name":"Feng Shao","orcid":"https://orcid.org/0000-0002-2495-9924"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Shao","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-2495-9924","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030554236","display_name":"Xiongli Chai","orcid":"https://orcid.org/0000-0002-4245-5391"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongli Chai","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-4245-5391","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021988709","display_name":"Baoyang Mu","orcid":"https://orcid.org/0000-0003-2898-0461"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyang Mu","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-2898-0461","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000581688","display_name":"Qiuping Jiang","orcid":"https://orcid.org/0000-0002-6025-9343"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuping Jiang","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-6025-9343","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":0.5903,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68774319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"35","issue":"5","first_page":"4172","last_page":"4183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9865999817848206,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9847000241279602,"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/aesthetics","display_name":"Aesthetics","score":0.6037600636482239},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5291239023208618},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5264285802841187},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39274343848228455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3598752021789551},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.3168886601924896}],"concepts":[{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.6037600636482239},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5291239023208618},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5264285802841187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39274343848228455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3598752021789551},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.3168886601924896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3520616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3520616","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G2285420369","display_name":null,"funder_award_id":"62271277","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G3622213497","display_name":null,"funder_award_id":"62471263","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G7246852201","display_name":null,"funder_award_id":"2022J067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7260466524","display_name":"\u9762\u5411\u7528\u6237\u89c6\u89c9\u4f53\u9a8c\u7684\u7acb\u4f53\u5168\u666f\u89c6\u9891\u8d28\u91cf\u8bc4\u4ef7\u53ca\u589e\u5f3a\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62071261","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7849978083","display_name":null,"funder_award_id":"2022J081","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"},{"id":"https://openalex.org/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1821462560","https://openalex.org/W2009678853","https://openalex.org/W2056380823","https://openalex.org/W2100502520","https://openalex.org/W2136585056","https://openalex.org/W2145707073","https://openalex.org/W2170658603","https://openalex.org/W2194775991","https://openalex.org/W2217895792","https://openalex.org/W2604528050","https://openalex.org/W2618530766","https://openalex.org/W2754213847","https://openalex.org/W2780987904","https://openalex.org/W2842511635","https://openalex.org/W2897926040","https://openalex.org/W2900401464","https://openalex.org/W2931027027","https://openalex.org/W2947696193","https://openalex.org/W2949813473","https://openalex.org/W2962858109","https://openalex.org/W2986854316","https://openalex.org/W2997006708","https://openalex.org/W3003957020","https://openalex.org/W3034368386","https://openalex.org/W3034776788","https://openalex.org/W3035523707","https://openalex.org/W3037789293","https://openalex.org/W3099518117","https://openalex.org/W3113336257","https://openalex.org/W3162628351","https://openalex.org/W3172080105","https://openalex.org/W3174655058","https://openalex.org/W3184356341","https://openalex.org/W3189792606","https://openalex.org/W3209753567","https://openalex.org/W4214862086","https://openalex.org/W4221069824","https://openalex.org/W4225786139","https://openalex.org/W4226213342","https://openalex.org/W4226245048","https://openalex.org/W4280563717","https://openalex.org/W4285606417","https://openalex.org/W4285787548","https://openalex.org/W4293057409","https://openalex.org/W4295308228","https://openalex.org/W4296334581","https://openalex.org/W4296473479","https://openalex.org/W4297094919","https://openalex.org/W4312353506","https://openalex.org/W4312738392","https://openalex.org/W4312978885","https://openalex.org/W4316660594","https://openalex.org/W4322576760","https://openalex.org/W4362496263","https://openalex.org/W4372037384","https://openalex.org/W4382203219","https://openalex.org/W4385976197","https://openalex.org/W4386065622","https://openalex.org/W4386075750","https://openalex.org/W4387010079","https://openalex.org/W4387967882","https://openalex.org/W4388283696","https://openalex.org/W4388692378","https://openalex.org/W4391032476","https://openalex.org/W4391759565","https://openalex.org/W4391999016","https://openalex.org/W4401052937","https://openalex.org/W6850080532"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Assessing":[0],"the":[1,13,33,46,129,147,151],"aesthetic":[2,42,75,85,115,132],"quality":[3,133],"and":[4,79,113,134],"visual":[5,38],"appeal":[6],"of":[7,12,35,49,102],"artworks":[8],"has":[9],"become":[10],"one":[11],"hotspots":[14],"in":[15,37],"current":[16],"research.":[17],"The":[18],"existing":[19],"artistic":[20],"image":[21],"aesthetics":[22,28],"assessment":[23],"(AIAA)":[24],"methods":[25],"directly":[26],"learn":[27,72],"from":[29],"images,":[30],"while":[31],"ignoring":[32],"impact":[34],"variations":[36],"attributes":[39],"on":[40,63,83,95,139],"human":[41],"perception,":[43],"which":[44],"hampers":[45],"further":[47],"development":[48],"AIAA.":[50],"To":[51],"address":[52],"this":[53,55],"issue,":[54],"paper":[56],"presents":[57],"a":[58,90,107],"new":[59],"AIAA":[60,143,153],"method":[61],"based":[62,94],"attribute":[64,74,104,135],"knowledge":[65,105],"amalgamation,":[66],"named":[67],"AKA-Net.":[68],"Specifically,":[69],"we":[70,88],"initially":[71],"common":[73],"rules":[76],"(e.g.,":[77],"composition":[78],"color)":[80],"through":[81],"pre-training":[82],"natural":[84],"images.":[86],"Then,":[87],"devise":[89],"multi-model":[91],"amalgamation":[92],"strategy":[93],"contrastive":[96],"learning":[97],"to":[98,126],"transfer":[99],"different":[100],"types":[101],"prior":[103],"into":[106],"single":[108],"target":[109],"model,":[110],"enabling":[111],"flexible":[112],"efficient":[114],"prediction.":[116],"Finally,":[117],"an":[118],"attribute-aware":[119],"feature":[120],"enhancement":[121],"module":[122],"(AFEM)":[123],"is":[124],"introduced":[125],"better":[127],"establish":[128],"relationship":[130],"between":[131],"knowledge.":[136],"Experimental":[137],"results":[138],"three":[140],"public":[141],"benchmark":[142],"databases":[144],"demonstrate":[145],"that":[146],"proposed":[148],"AKA-Net":[149],"outperforms":[150],"state-of-the-art":[152],"metrics.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
