{"id":"https://openalex.org/W4372037384","doi":"https://doi.org/10.1109/tcsvt.2023.3272984","title":"Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network","display_name":"Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network","publication_year":2023,"publication_date":"2023-05-04","ids":{"openalex":"https://openalex.org/W4372037384","doi":"https://doi.org/10.1109/tcsvt.2023.3272984"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3272984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3272984","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/A5033615240","display_name":"Leida Li","orcid":"https://orcid.org/0000-0001-9069-8796"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leida Li","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-9069-8796","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009067244","display_name":"Tong Zhu","orcid":"https://orcid.org/0000-0002-3082-7848"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Zhu","raw_affiliation_strings":["School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3082-7848","affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063520709","display_name":"Pengfei Chen","orcid":"https://orcid.org/0000-0002-0509-3782"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Chen","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-0509-3782","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027089869","display_name":"Yuzhe Yang","orcid":"https://orcid.org/0000-0001-9098-2105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuzhe Yang","raw_affiliation_strings":["OPPO Research Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9098-2105","affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075992428","display_name":"Yaqian Li","orcid":"https://orcid.org/0000-0003-3582-9997"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaqian Li","raw_affiliation_strings":["OPPO Research Institute, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3582-9997","affiliations":[{"raw_affiliation_string":"OPPO Research Institute, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9866-1947","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0083,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92852975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"12","first_page":"7413","last_page":"7424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9977999925613403,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9847999811172485,"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/computer-science","display_name":"Computer science","score":0.6472440361976624},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.44295039772987366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4424746334552765},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4249017834663391},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.12572428584098816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472440361976624},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.44295039772987366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4424746334552765},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4249017834663391},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.12572428584098816}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3272984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3272984","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","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G6468169989","display_name":null,"funder_award_id":"62171340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G712080188","display_name":null,"funder_award_id":"61991451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7944472674","display_name":"\u9762\u5411\u865a\u62df\u89c6\u89d2\u5408\u6210\u7684\u5ba2\u89c2\u8d28\u91cf\u8bc4\u4ef7\u65b9\u6cd5\u53ca\u5176\u5e94\u7528\u7814\u7a76","funder_award_id":"61771473","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":60,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1972942324","https://openalex.org/W2007773296","https://openalex.org/W2048835603","https://openalex.org/W2055233384","https://openalex.org/W2056380823","https://openalex.org/W2063948594","https://openalex.org/W2078807908","https://openalex.org/W2080754665","https://openalex.org/W2115876302","https://openalex.org/W2131774270","https://openalex.org/W2145707073","https://openalex.org/W2183341477","https://openalex.org/W2217895792","https://openalex.org/W2295107390","https://openalex.org/W2347072820","https://openalex.org/W2417288846","https://openalex.org/W2467531333","https://openalex.org/W2514622527","https://openalex.org/W2524036617","https://openalex.org/W2606128082","https://openalex.org/W2747102465","https://openalex.org/W2754213847","https://openalex.org/W2756217618","https://openalex.org/W2767290858","https://openalex.org/W2904572228","https://openalex.org/W2904852565","https://openalex.org/W2963168371","https://openalex.org/W2963680240","https://openalex.org/W2966792645","https://openalex.org/W2970379460","https://openalex.org/W2973131617","https://openalex.org/W2976886057","https://openalex.org/W3003957020","https://openalex.org/W3009145072","https://openalex.org/W3011170675","https://openalex.org/W3016197248","https://openalex.org/W3035523707","https://openalex.org/W3044005992","https://openalex.org/W3048093647","https://openalex.org/W3072820880","https://openalex.org/W3099903704","https://openalex.org/W3103635814","https://openalex.org/W3121625413","https://openalex.org/W3138516171","https://openalex.org/W3162628351","https://openalex.org/W3171472210","https://openalex.org/W3184430082","https://openalex.org/W4210392637","https://openalex.org/W4225650823","https://openalex.org/W4281846337","https://openalex.org/W4293057409","https://openalex.org/W6638318767","https://openalex.org/W6679434410","https://openalex.org/W6684191040","https://openalex.org/W6732742072","https://openalex.org/W6743006830","https://openalex.org/W6755207826","https://openalex.org/W6756040250","https://openalex.org/W6791353385"],"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":{"Image":[0],"aesthetics":[1,121],"assessment":[2],"(IAA)":[3],"has":[4],"attracted":[5],"growing":[6],"interest":[7],"in":[8],"recent":[9],"years":[10],"but":[11],"is":[12,211],"still":[13],"challenging":[14],"due":[15],"to":[16,27,84,127,142,149],"its":[17],"highly":[18],"abstract":[19],"nature.":[20],"Nowadays,":[21],"more":[22,24,177],"and":[23,76,133,152,170,189],"people":[25,81],"tend":[26],"comment":[28],"images":[29,103],"shared":[30,163],"on":[31,72,87,97,191],"the":[32,91,99,129,144,150,165,198,201,205],"social":[33],"networks,":[34],"which":[35,98,123],"can":[36,51,104,181],"provide":[37],"rich":[38],"aesthetics-aware":[39],"semantic":[40],"information":[41,56,146],"from":[42,90],"different":[43],"aspects.":[44],"Therefore,":[45],"user":[46],"comments":[47,86,154],"of":[48,93,102,200],"an":[49,88,113],"image":[50,73,89,120,151],"be":[52,105,182],"exploited":[53],"as":[54],"supplementary":[55],"for":[57,119,184],"enhancing":[58],"aesthetic":[59,67,74,78,94,100,125,179],"representation":[60],"learning.":[61],"Previous":[62],"researches":[63],"have":[64],"demonstrated":[65],"that":[66],"attributes":[68,126],"make":[69],"significant":[70],"effect":[71],"quality":[75,101],"humans\u2019":[77],"perception.":[79],"Typically,":[80],"are":[82,168,173],"used":[83],"give":[85],"perspective":[92],"attributes,":[95],"based":[96],"inferred.":[106],"Motivated":[107],"by":[108,164],"this,":[109],"this":[110],"paper":[111],"presents":[112],"Attribute-assisted":[114],"Multimodal":[115],"Memory":[116],"Network":[117],"(AMM-Net)":[118],"assessment,":[122],"utilizes":[124],"model":[128,203],"interactions":[130,172],"between":[131],"visual":[132],"textual":[134],"modalities.":[135],"Specifically,":[136],"we":[137],"design":[138],"two":[139,166,192],"memory":[140,159],"networks":[141],"capture":[143],"attribute-aware":[145],"most":[147],"related":[148],"associated":[153],"respectively.":[155],"Further,":[156],"with":[157],"multiple":[158],"hops,":[160],"attribute":[161],"semantics":[162],"modalities":[167],"refined":[169],"cross-modal":[171],"enhanced":[174],"progressively.":[175],"Finally,":[176],"discriminative":[178],"representations":[180],"obtained":[183],"IAA.":[185],"The":[186,208],"experimental":[187],"results":[188],"comparisons":[190],"public":[193],"multimodal":[194],"IAA":[195],"datasets":[196],"demonstrate":[197],"superiority":[199],"proposed":[202],"over":[204],"state-of-the-art":[206],"methods.":[207],"source":[209],"code":[210],"available":[212],"athttps://github.com/zhutong0219/AMM-Net.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}