{"id":"https://openalex.org/W4382567940","doi":"https://doi.org/10.1109/tmm.2023.3290751","title":"Modeling Multiple Aesthetic Views for Series Photo Selection","display_name":"Modeling Multiple Aesthetic Views for Series Photo Selection","publication_year":2023,"publication_date":"2023-06-29","ids":{"openalex":"https://openalex.org/W4382567940","doi":"https://doi.org/10.1109/tmm.2023.3290751"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2023.3290751","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tmm.2023.3290751","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5101876397","display_name":"Jin Huang","orcid":"https://orcid.org/0009-0003-7343-108X"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Huang","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040047825","display_name":"Yongshun Gong","orcid":"https://orcid.org/0000-0003-3948-4471"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongshun Gong","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-3948-4471","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388617","display_name":"Lu Zhang","orcid":"https://orcid.org/0000-0002-2225-9772"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["University of Queensland, Brisbane, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2225-9772","affiliations":[{"raw_affiliation_string":"University of Queensland, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409994","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7240-3541"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["University of Tecnology Sydney, Ultimo, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7240-3541","affiliations":[{"raw_affiliation_string":"University of Tecnology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-0273","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100672590","display_name":"Yilong Yin","orcid":"https://orcid.org/0000-0002-8465-1294"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Yin","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-8465-1294","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3191,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55677887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"26","issue":null,"first_page":"1983","last_page":"1995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9958000183105469,"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":0.9958000183105469,"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":0.9919999837875366,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.991100013256073,"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":0.8027195930480957},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6274234652519226},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6047677993774414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38329046964645386}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8027195930480957},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6274234652519226},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6047677993774414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38329046964645386},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2023.3290751","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/tmm.2023.3290751","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G4524378006","display_name":null,"funder_award_id":"ZR2021QF034","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6604316187","display_name":null,"funder_award_id":"62202270","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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1896080482","https://openalex.org/W2001141328","https://openalex.org/W2037910277","https://openalex.org/W2048835603","https://openalex.org/W2053186076","https://openalex.org/W2078807908","https://openalex.org/W2104915826","https://openalex.org/W2140076625","https://openalex.org/W2140095548","https://openalex.org/W2145707073","https://openalex.org/W2156718197","https://openalex.org/W2170658603","https://openalex.org/W2194775991","https://openalex.org/W2217895792","https://openalex.org/W2347072820","https://openalex.org/W2463801705","https://openalex.org/W2467531333","https://openalex.org/W2529088810","https://openalex.org/W2604528050","https://openalex.org/W2747102465","https://openalex.org/W2754213847","https://openalex.org/W2763110165","https://openalex.org/W2804743778","https://openalex.org/W2806331055","https://openalex.org/W2891102825","https://openalex.org/W2897926040","https://openalex.org/W2909121443","https://openalex.org/W2931027027","https://openalex.org/W2963017945","https://openalex.org/W2963156339","https://openalex.org/W2963319519","https://openalex.org/W2976886057","https://openalex.org/W2982220924","https://openalex.org/W3003957020","https://openalex.org/W3015909257","https://openalex.org/W3025478955","https://openalex.org/W3035422918","https://openalex.org/W3035523707","https://openalex.org/W3094502228","https://openalex.org/W3103635814","https://openalex.org/W3133755445","https://openalex.org/W3137278571","https://openalex.org/W3138516171","https://openalex.org/W3156643091","https://openalex.org/W3160694286","https://openalex.org/W3171472210","https://openalex.org/W3190492058","https://openalex.org/W3204478975","https://openalex.org/W3206786379","https://openalex.org/W3207439579","https://openalex.org/W4214493665","https://openalex.org/W4214588794","https://openalex.org/W4214666412","https://openalex.org/W4226394211","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6726873649","https://openalex.org/W6738471490","https://openalex.org/W6743006830","https://openalex.org/W6788135285","https://openalex.org/W6788684253","https://openalex.org/W6797790494","https://openalex.org/W6802648153"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Numerous":[0],"photos":[1],"are":[2],"taken":[3],"in":[4,247],"daily":[5],"life,":[6],"and":[7,12,113,128,133,197],"sorting":[8],"them":[9],"is":[10,183,238],"laborious":[11],"time":[13],"consuming.":[14],"The":[15,140],"large":[16],"number":[17],"of":[18,24,39,54,79,105,116,142,145,161,194,206,249],"similar":[19,195],"images":[20],"exacerbates":[21],"the":[22,48,69,74,80,102,110,155,159,173,176,192,200,214,228,232,244,250],"difficulty":[23],"album":[25],"management,":[26],"under":[27],"this":[28,90],"scenario,":[29],"serial":[30],"photo":[31],"selection":[32],"(SPS)":[33],"emerges.":[34],"As":[35],"an":[36],"important":[37],"branch":[38],"image":[40,50,81,146],"aesthetic":[41,87,215],"quality":[42],"assessment,":[43],"it":[44],"focuses":[45],"on":[46,65,213,231],"identifying":[47],"best":[49,201],"among":[51,175],"a":[52,94,122,148,167,186,204],"series":[53,205],"almost":[55,207],"identical":[56,208],"photos.":[57,209],"Currently,":[58],"most":[59],"existing":[60],"SPS":[61,224],"methods":[62,246],"focus":[63],"only":[64],"extracting":[66],"features":[67,107,115],"from":[68,203],"original":[70],"image,":[71],"while":[72],"neglecting":[73],"fact":[75],"that":[76,218],"multiple":[77,143],"views":[78,144],"can":[82,189],"provide":[83],"much":[84],"more":[85],"detailed":[86],"information.":[88],"In":[89,118],"article,":[91],"we":[92,120,165],"propose":[93],"Siamese":[95,187],"network":[96,170],"structure":[97,124],"called":[98],"SPSNet":[99],"to":[100,125,157,171,240],"enhance":[101],"representation":[103],"learning":[104],"multi-view":[106,177],"by":[108,185],"acquiring":[109],"depth,":[111],"generic,":[112],"handcrafted":[114],"images.":[117],"specific,":[119],"implement":[121],"parallel":[123],"extract":[126],"deep":[127],"shallow":[129],"features,":[130],"fusing":[131],"local":[132],"global":[134],"representations":[135],"at":[136],"different":[137],"resolutions":[138],"interactively.":[139],"aggregation":[141],"via":[147],"self-attentive":[149],"module":[150],"with":[151],"adaptive":[152],"weights":[153],"enables":[154],"model":[156,237],"discriminate":[158],"importance":[160],"each":[162],"view.":[163],"Moreover,":[164],"employ":[166],"graph":[168],"neural":[169],"construct":[172],"relationships":[174],"features.":[178],"Our":[179],"proposed":[180],"method,":[181],"which":[182,226],"trained":[184],"network,":[188],"effectively":[190],"distinguish":[191],"nuances":[193],"images,":[196],"thus,":[198],"select":[199],"one":[202],"Extensive":[210],"experiments":[211],"conducted":[212],"dataset":[216],"demonstrate":[217],"our":[219,236],"method":[220],"outperforms":[221],"other":[222],"state-of-the-art":[223],"methods,":[225],"achieves":[227],"75.36%":[229],"accuracy":[230],"Phototriage":[233],"dataset.":[234],"Besides,":[235],"up":[239],"3.04%":[241],"better":[242],"than":[243],"baseline":[245],"terms":[248],"average":[251],"accuracy.":[252]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}