{"id":"https://openalex.org/W3125268639","doi":"https://doi.org/10.1109/mmsp53017.2021.9733706","title":"Multi-Modal Aesthetic Assessment for Mobile Gaming Image","display_name":"Multi-Modal Aesthetic Assessment for Mobile Gaming Image","publication_year":2021,"publication_date":"2021-10-06","ids":{"openalex":"https://openalex.org/W3125268639","doi":"https://doi.org/10.1109/mmsp53017.2021.9733706","mag":"3125268639"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp53017.2021.9733706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp53017.2021.9733706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2101.11700","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060189598","display_name":"Zhenyu Lei","orcid":"https://orcid.org/0000-0002-5980-9141"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Lei","raw_affiliation_strings":["Ocean University of China,QingHai,China","Image Perception Interaction"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,QingHai,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Image Perception Interaction","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000722590","display_name":"Yejing Xie","orcid":"https://orcid.org/0009-0002-8360-4696"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yejing Xie","raw_affiliation_strings":["Ocean University of China,QingHai,China","Image Perception Interaction"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,QingHai,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Image Perception Interaction","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018636267","display_name":"Suiyi Ling","orcid":"https://orcid.org/0000-0002-5306-9189"},"institutions":[{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Suiyi Ling","raw_affiliation_strings":["University of Nantes,LS2N,Nantes,France","Image Perception Interaction"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nantes,LS2N,Nantes,France","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"Image Perception Interaction","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019195137","display_name":"Andr\u00e9as Pastor","orcid":"https://orcid.org/0000-0002-6790-0009"},"institutions":[{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andreas Pastor","raw_affiliation_strings":["University of Nantes,LS2N,Nantes,France","Image Perception Interaction"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nantes,LS2N,Nantes,France","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"Image Perception Interaction","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024438911","display_name":"Junle Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junle Wang","raw_affiliation_strings":["Tencent,Turing Lab,ShenZhen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent,Turing Lab,ShenZhen,China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029633264","display_name":"Junyu Dong","orcid":"https://orcid.org/0000-0001-7012-2087"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Dong","raw_affiliation_strings":["Ocean University of China,QingHai,China","Department of Computer Science [Qingdao]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,QingHai,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Department of Computer Science [Qingdao]","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004453915","display_name":"Patrick Le Callet","orcid":"https://orcid.org/0000-0002-2143-7063"},"institutions":[{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Le Callet","raw_affiliation_strings":["University of Nantes,LS2N,Nantes,France","Image Perception Interaction"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nantes,LS2N,Nantes,France","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"Image Perception Interaction","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4774,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70348132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9912999868392944,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.982699990272522,"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/modal","display_name":"Modal","score":0.7043113112449646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6605967283248901},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5239236950874329},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.463666707277298},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44158363342285156},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38932883739471436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.375440776348114},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3656860589981079},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.3247759938240051},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.11293521523475647}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7043113112449646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6605967283248901},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5239236950874329},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.463666707277298},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44158363342285156},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38932883739471436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.375440776348114},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3656860589981079},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.3247759938240051},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.11293521523475647},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mmsp53017.2021.9733706","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp53017.2021.9733706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2101.11700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.11700","pdf_url":"https://arxiv.org/pdf/2101.11700","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,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"pmh:oai:HAL:hal-03643558v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03643558","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP), Oct 2021, Tampere, Finland. pp.1-5, &#x27E8;10.1109/MMSP53017.2021.9733706&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2101.11700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2101.11700","pdf_url":"https://arxiv.org/pdf/2101.11700","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,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1896080482","https://openalex.org/W2046331708","https://openalex.org/W2060727197","https://openalex.org/W2078807908","https://openalex.org/W2097117768","https://openalex.org/W2134963900","https://openalex.org/W2136585056","https://openalex.org/W2157097059","https://openalex.org/W2157505157","https://openalex.org/W2194775991","https://openalex.org/W2217895792","https://openalex.org/W2245625259","https://openalex.org/W2293846591","https://openalex.org/W2347072820","https://openalex.org/W2417288846","https://openalex.org/W2467531333","https://openalex.org/W2553576544","https://openalex.org/W2604528050","https://openalex.org/W2754213847","https://openalex.org/W2756217618","https://openalex.org/W2890538051","https://openalex.org/W2896940689","https://openalex.org/W2931027027","https://openalex.org/W2950673314","https://openalex.org/W2963125010","https://openalex.org/W2963429116","https://openalex.org/W2964424722","https://openalex.org/W2982664751","https://openalex.org/W3039464639","https://openalex.org/W3094972065","https://openalex.org/W3098045493","https://openalex.org/W3103635814","https://openalex.org/W3105604940","https://openalex.org/W6683101729","https://openalex.org/W6740474667","https://openalex.org/W6754005058","https://openalex.org/W6780393493","https://openalex.org/W6785213145","https://openalex.org/W6785541193"],"related_works":["https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W613940353","https://openalex.org/W2320915480","https://openalex.org/W2362990116","https://openalex.org/W2381300099","https://openalex.org/W2714992399","https://openalex.org/W2383812217","https://openalex.org/W2326515389","https://openalex.org/W2491005386"],"abstract_inverted_index":{"With":[0],"the":[1,16,26,31,68,103,113,119,123,149,163],"proliferation":[2],"of":[3,15,34,125,144],"various":[4],"gaming":[5,17,27,174],"technology,":[6],"services,":[7],"game":[8,36,38],"styles,":[9],"and":[10,22,70,101],"platforms,":[11],"multi-dimensional":[12],"aesthetic":[13,47,54,64,107,120,168,175],"assessment":[14,48],"contents":[18],"is":[19,49,98],"becoming":[20],"more":[21,23],"important":[24],"for":[25,133],"industry.":[28],"Depending":[29],"on":[30],"diverse":[32],"needs":[33],"diversified":[35],"players,":[37],"designers,":[39],"graphical":[40],"developers,":[41],"etc.":[42],"in":[43,82,116,171],"particular":[44],"conditions,":[45],"multi-modal":[46],"required":[50],"to":[51,77,99,110,160],"consider":[52],"different":[53,59,63,106],"dimensions/perspectives.":[55],"Since":[56],"there":[57],"are":[58],"underlying":[60],"relationships":[61],"between":[62,67,105],"dimensions,":[65,146],"e.g.,":[66],"\u2018Colorfulness\u2019":[69],"\u2018Color":[71],"Harmony\u2019,":[72],"it":[73],"could":[74,137],"be":[75,138],"advantageous":[76],"leverage":[78],"effective":[79],"information":[80,156],"attached":[81],"multiple":[83],"relevant":[84,108],"dimensions.":[85,121,158,176],"To":[86],"this":[87,91],"end,":[88],"we":[89],"solve":[90],"problem":[92],"via":[93],"multi-task":[94],"learning.":[95],"Our":[96],"inclination":[97],"seek":[100],"learn":[102],"correlations":[104],"dimensions":[109],"further":[111],"boost":[112],"generalization":[114],"performance":[115],"predicting":[117,172],"all":[118],"Therefore,":[122],"\u2018bottleneck\u2019":[124],"obtaining":[126],"good":[127],"predictions":[128],"with":[129],"limited":[130],"labeled":[131],"data":[132,151],"one":[134],"individual":[135],"dimension":[136],"unplugged":[139],"by":[140,153],"harnessing":[141],"complementary":[142],"sources":[143],"other":[145],"i.e.,":[147],"augment":[148],"training":[150,155],"indirectly":[152],"sharing":[154],"across":[157],"According":[159],"experimental":[161],"results,":[162],"proposed":[164],"model":[165],"outperforms":[166],"state-of-the-art":[167],"metrics":[169],"significantly":[170],"four":[173]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
