{"id":"https://openalex.org/W4393405286","doi":"https://doi.org/10.1109/tmm.2024.3382469","title":"Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection","display_name":"Focusing on Subtle Differences: A Feature Disentanglement Model for Series Photo Selection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4393405286","doi":"https://doi.org/10.1109/tmm.2024.3382469"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3382469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3382469","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":"https://orcid.org/0009-0003-7343-108X","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/A5101935426","display_name":"Yang Shi","orcid":"https://orcid.org/0000-0003-2515-1588"},"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":"Yang Shi","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-2515-1588","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100375447","display_name":"Xinxin Zhang","orcid":"https://orcid.org/0000-0001-6069-5391"},"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":"Xinxin Zhang","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-6069-5391","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/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 Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7240-3541","affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"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":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03273768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"8758","last_page":"8770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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":0.9957000017166138,"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":0.8099814653396606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452068090438843},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.602506160736084},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.597186267375946},{"id":"https://openalex.org/keywords/information-bottleneck-method","display_name":"Information bottleneck method","score":0.5297262072563171},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5241154432296753},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5132436752319336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5067322850227356},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5064436197280884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.497830867767334},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4526124894618988},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.45084455609321594},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4478312134742737},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.43487751483917236},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.31013157963752747}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099814653396606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452068090438843},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.602506160736084},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.597186267375946},{"id":"https://openalex.org/C60008888","wikidata":"https://www.wikidata.org/wiki/Q6031013","display_name":"Information bottleneck method","level":3,"score":0.5297262072563171},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5241154432296753},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5132436752319336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5067322850227356},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5064436197280884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.497830867767334},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4526124894618988},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.45084455609321594},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4478312134742737},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.43487751483917236},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.31013157963752747},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3382469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3382469","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":[{"display_name":"Reduced inequalities","score":0.75,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1108335641","display_name":null,"funder_award_id":"62306166","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G5783774562","display_name":null,"funder_award_id":"tsqn202306066","funder_id":"https://openalex.org/F4320326189","funder_display_name":"Taishan Scholar Project 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"},{"id":"https://openalex.org/G7684629400","display_name":null,"funder_award_id":"2023TQ0187","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7955321688","display_name":null,"funder_award_id":"2023M732066","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320326189","display_name":"Taishan Scholar Project of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1490324987","https://openalex.org/W1511924373","https://openalex.org/W1686946872","https://openalex.org/W1993713494","https://openalex.org/W2037910277","https://openalex.org/W2048835603","https://openalex.org/W2104915826","https://openalex.org/W2170658603","https://openalex.org/W2171590421","https://openalex.org/W2194775991","https://openalex.org/W2463801705","https://openalex.org/W2625068411","https://openalex.org/W2737047298","https://openalex.org/W2785436119","https://openalex.org/W2798986039","https://openalex.org/W2809742984","https://openalex.org/W2891102825","https://openalex.org/W2892806280","https://openalex.org/W2940946889","https://openalex.org/W2944150796","https://openalex.org/W2952056941","https://openalex.org/W2963091558","https://openalex.org/W2963667985","https://openalex.org/W2964010806","https://openalex.org/W2964051877","https://openalex.org/W2964080999","https://openalex.org/W2970006986","https://openalex.org/W2995879646","https://openalex.org/W3003252051","https://openalex.org/W3015909257","https://openalex.org/W3025521275","https://openalex.org/W3035422918","https://openalex.org/W3035436173","https://openalex.org/W3093185587","https://openalex.org/W3105604940","https://openalex.org/W3113270693","https://openalex.org/W3159521921","https://openalex.org/W3159890710","https://openalex.org/W3171472210","https://openalex.org/W3174026887","https://openalex.org/W3205735375","https://openalex.org/W3208678646","https://openalex.org/W3209753567","https://openalex.org/W3216672656","https://openalex.org/W4206961608","https://openalex.org/W4211106219","https://openalex.org/W4220690485","https://openalex.org/W4220867825","https://openalex.org/W4221148499","https://openalex.org/W4226333663","https://openalex.org/W4226394211","https://openalex.org/W4285216607","https://openalex.org/W4285256277","https://openalex.org/W4304084245","https://openalex.org/W4310983618","https://openalex.org/W4312583258","https://openalex.org/W4313048676","https://openalex.org/W4382567940","https://openalex.org/W6637108112","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6729906282","https://openalex.org/W6758714319","https://openalex.org/W6770332567","https://openalex.org/W6784958482"],"related_works":["https://openalex.org/W4401325445","https://openalex.org/W2622284819","https://openalex.org/W1504394672","https://openalex.org/W2939693078","https://openalex.org/W3089381707","https://openalex.org/W2783047733","https://openalex.org/W3189092450","https://openalex.org/W4285254085","https://openalex.org/W3034190530","https://openalex.org/W2997083166"],"abstract_inverted_index":{"Nowadays,":[0],"capturing":[1],"cherished":[2],"moments":[3],"results":[4,208],"in":[5],"an":[6,123],"abundance":[7],"of":[8,14,21,50,135,187],"photos,":[9],"which":[10],"necessitates":[11],"the":[12,15,40,48,61,86,97,144,185,194],"selection":[13,32],"finest":[16],"one":[17],"from":[18,43,81,143],"a":[19,113],"pool":[20],"akin":[22,109],"images\u2014a":[23],"process":[24,174],"both":[25],"intricate":[26],"and":[27,94,138,153,166,205],"time-intensive.":[28],"Thus,":[29],"series":[30],"photo":[31],"(SPS)":[33],"techniques":[34],"have":[35],"been":[36],"developed":[37],"to":[38,60,84,103,131,160,211],"recommend":[39],"optimal":[41],"moment":[42],"nearly":[44],"identical":[45],"photos":[46],"through":[47,122],"use":[49],"aesthetic":[51,106],"quality":[52],"assessment.":[53],"However,":[54],"addressing":[55],"SPS":[56],"proves":[57],"demanding":[58],"due":[59],"subtle":[62,105,203],"nuances":[63],"within":[64,170,179],"such":[65],"imagery.":[66],"Existing":[67],"approaches":[68],"predominantly":[69],"rely":[70],"on":[71,193],"diverse":[72],"feature":[73,98,114,158],"types":[74],"(e.g.,":[75],"color,":[76],"layout,":[77],"generic":[78],"features)":[79],"extracted":[80],"original":[82],"images":[83,165],"discern":[85],"qualified":[87],"shot,":[88],"yet":[89],"they":[90],"disregard":[91],"disentangling":[92],"generality":[93],"specificity":[95],"at":[96],"level.":[99],"This":[100,173],"study":[101],"aims":[102],"detect":[104],"distinctions":[107],"among":[108],"photos.":[110],"We":[111,125],"propose":[112],"separation":[115],"model":[116,147,200],"that":[117,198],"captures":[118],"all":[119],"label-relevant":[120],"information":[121,142,163,169],"encoder.":[124],"introduce":[126],"Information":[127],"Bottleneck":[128],"(IB)":[129],"learning":[130],"obtain":[132],"non-redundant":[133],"representations":[134],"image":[136,149,189],"pairs":[137],"filter":[139],"out":[140,176],"noise":[141],"representations.":[145],"Our":[146],"segregates":[148],"features":[150],"into":[151],"shared":[152],"specific":[154],"attributes":[155],"by":[156],"employing":[157],"constraints":[159],"boost":[161],"mutual":[162],"across":[164],"guide":[167],"meaningful":[168],"individual":[171,180],"images.":[172],"filters":[175],"extraneous":[177],"data":[178],"images,":[181],"thus":[182],"significantly":[183],"enhancing":[184],"representation":[186],"similar":[188],"pairs.":[190],"Extensive":[191],"experiments":[192],"Phototriage":[195],"dataset":[196],"show":[197],"our":[199],"can":[201],"accentuate":[202],"disparities":[204],"achieve":[206],"superior":[207],"when":[209],"compared":[210],"alternative":[212],"methods.":[213]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}