{"id":"https://openalex.org/W4409990928","doi":"https://doi.org/10.1109/tfuzz.2025.3566145","title":"Progressively Generated Text-Assisted Image Aesthetic Quality Assessment","display_name":"Progressively Generated Text-Assisted Image Aesthetic Quality Assessment","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4409990928","doi":"https://doi.org/10.1109/tfuzz.2025.3566145"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2025.3566145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3566145","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","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/A5033904998","display_name":"Hancheng Zhu","orcid":"https://orcid.org/0000-0002-5418-9879"},"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":"Hancheng Zhu","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5418-9879","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052465815","display_name":"Ju Shi","orcid":null},"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":"Ju Shi","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0009-0000-3046-7275","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081933126","display_name":"Zhiwen Shao","orcid":"https://orcid.org/0000-0002-9383-8384"},"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":"Zhiwen Shao","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9383-8384","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023822600","display_name":"Rui Yao","orcid":"https://orcid.org/0000-0003-2734-915X"},"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":"Rui Yao","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2734-915X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049765236","display_name":"Kunyang Sun","orcid":"https://orcid.org/0000-0002-5397-0735"},"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":"Kunyang Sun","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","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","School of Artificial Intelligence, Xidian University, Xi&#x0027;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"]},{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6942811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"33","issue":"9","first_page":"2899","last_page":"2911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9958999752998352,"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":0.9958999752998352,"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":0.994700014591217,"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":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5856311917304993},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5768104195594788},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5216875076293945},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46641290187835693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45467716455459595},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.44320735335350037},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42775315046310425},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42736032605171204},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.422626793384552},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.16580021381378174},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.10565251111984253}],"concepts":[{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5856311917304993},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5768104195594788},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5216875076293945},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46641290187835693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45467716455459595},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.44320735335350037},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42775315046310425},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42736032605171204},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.422626793384552},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.16580021381378174},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.10565251111984253},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2025.3566145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3566145","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1143917335","display_name":null,"funder_award_id":"62471349","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1218582835","display_name":null,"funder_award_id":"2023M732223","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G1862123569","display_name":null,"funder_award_id":"BK20210488","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G3309391743","display_name":null,"funder_award_id":"62172417","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6157720716","display_name":null,"funder_award_id":"62101555","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G7070098255","display_name":null,"funder_award_id":"62472424","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8750420762","display_name":null,"funder_award_id":"QTZX25076","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W2009678853","https://openalex.org/W2048835603","https://openalex.org/W2056380823","https://openalex.org/W2063948594","https://openalex.org/W2078807908","https://openalex.org/W2217895792","https://openalex.org/W2417288846","https://openalex.org/W2524036617","https://openalex.org/W2529088810","https://openalex.org/W2604528050","https://openalex.org/W2608087522","https://openalex.org/W2747102465","https://openalex.org/W2754213847","https://openalex.org/W2806817979","https://openalex.org/W2897926040","https://openalex.org/W2904572228","https://openalex.org/W2904852565","https://openalex.org/W2923385974","https://openalex.org/W2931027027","https://openalex.org/W2941794491","https://openalex.org/W2963156339","https://openalex.org/W2963722311","https://openalex.org/W2976886057","https://openalex.org/W2981671251","https://openalex.org/W3003957020","https://openalex.org/W3016197248","https://openalex.org/W3034776788","https://openalex.org/W3086183363","https://openalex.org/W3093024674","https://openalex.org/W3103635814","https://openalex.org/W3118448646","https://openalex.org/W3171472210","https://openalex.org/W3174134652","https://openalex.org/W3203247393","https://openalex.org/W3207940899","https://openalex.org/W3208678646","https://openalex.org/W4213015124","https://openalex.org/W4214745154","https://openalex.org/W4285606417","https://openalex.org/W4285787548","https://openalex.org/W4293057409","https://openalex.org/W4304091591","https://openalex.org/W4312353506","https://openalex.org/W4322576760","https://openalex.org/W4386076227","https://openalex.org/W4387968024","https://openalex.org/W4387969352","https://openalex.org/W4387969606","https://openalex.org/W4390871938","https://openalex.org/W4391759565","https://openalex.org/W4393156011","https://openalex.org/W4394862887","https://openalex.org/W4394910421","https://openalex.org/W4396828492","https://openalex.org/W4402473785","https://openalex.org/W4402727669","https://openalex.org/W4402978319","https://openalex.org/W4403791656","https://openalex.org/W4403791977","https://openalex.org/W4403792137","https://openalex.org/W4403792145","https://openalex.org/W4403792379","https://openalex.org/W4403841197"],"related_works":["https://openalex.org/W2078659853","https://openalex.org/W1997682510","https://openalex.org/W2941415828","https://openalex.org/W2103507220","https://openalex.org/W2024870403","https://openalex.org/W2801208768","https://openalex.org/W2466958844","https://openalex.org/W2804751933","https://openalex.org/W2245293081","https://openalex.org/W1973829424"],"abstract_inverted_index":{"Image":[0],"Aesthetic":[1],"Quality":[2],"Assessment":[3],"(IAQA)":[4],"aims":[5],"to":[6,10,18,59,125,151,166,171,188,201,216],"simulate":[7],"user":[8,159],"perceptions":[9,160],"judge":[11],"the":[12,19,25,34,92,100,127,133,163,174,190,212,234,240,244,251],"aesthetic":[13,55,82,120,130,136,153,169,194,241],"quality":[14,121,242],"of":[15,22,27,103,129,135,176,193,206,230,243],"images.":[16,245],"Due":[17],"high":[20],"subjectivity":[21],"users":[23,61],"and":[24,48,62,95,109,132,161,196],"complexity":[26],"image":[28,35,90,119,207],"aesthetics,":[29],"modeling":[30],"IAQA":[31,179,222,260],"solely":[32],"at":[33],"level":[36],"is":[37,80,98],"a":[38,115,145],"compromise.":[39],"Consequently,":[40],"existing":[41,255],"methods":[42,53,257],"mainly":[43],"focus":[44],"on":[45,57,155,258],"multimodal-based":[46,178],"models":[47],"achieve":[49],"effective":[50],"performance.":[51],"These":[52],"explore":[54],"comments":[56,83,105,131,154,165],"images":[58,156],"characterize":[60,167],"serve":[63],"as":[64],"auxiliary":[65,228],"text":[66,198],"information":[67,102],"for":[68,87,232],"multimodal":[69],"modeling.":[70],"Unfortunately,":[71],"this":[72,112],"may":[73,106],"suffer":[74],"from":[75],"two":[76],"limitations.":[77],"One":[78],"limitation":[79,97],"that":[81,99,250],"are":[84],"often":[85],"unavailable":[86],"an":[88,184],"unknown":[89],"in":[91,138,173,219],"test":[93],"phase,":[94],"another":[96],"semantic":[101],"these":[104,139],"be":[107],"uncertain":[108],"fuzzy.":[110],"Therefore,":[111],"paper":[113],"proposes":[114],"progressively":[116,225],"generated":[117,164,213],"text-assisted":[118],"assessment":[122],"method,":[123],"aiming":[124],"address":[126],"lack":[128],"fuzziness":[134],"judgments":[137,195],"comments.":[140],"Specifically,":[141],"we":[142,182,210],"first":[143],"adopt":[144],"Multimodal":[146],"Large":[147],"Language":[148],"Model":[149],"(MLLM)":[150],"generate":[152,203],"by":[157],"simulating":[158],"utilize":[162,197],"their":[168],"perception":[170],"assist":[172,218],"pre-training":[175],"our":[177,221],"model.":[180,223],"Then,":[181],"design":[183],"attribute":[185,191,214],"prediction":[186],"module":[187],"determine":[189,239],"levels":[192],"template":[199],"construction":[200],"further":[202,217],"explicit":[204],"descriptions":[205,215,229],"aesthetics.":[208],"Finally,":[209],"leverage":[211],"training":[220],"By":[224],"generating":[226],"textual":[227],"aesthetics":[231],"images,":[233],"proposed":[235,252],"model":[236],"can":[237],"gradually":[238],"Massive":[246],"experimental":[247],"results":[248],"indicate":[249],"method":[253],"outperforms":[254],"mainstream":[256],"multiple":[259],"datasets.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
