{"id":"https://openalex.org/W7129047018","doi":"https://doi.org/10.1109/tmm.2026.3664920","title":"F&amp;S-Net: A Dual Mission (Fusion and Super-Resolution) Framework Under Various Input Resolution","display_name":"F&amp;S-Net: A Dual Mission (Fusion and Super-Resolution) Framework Under Various Input Resolution","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7129047018","doi":"https://doi.org/10.1109/tmm.2026.3664920"},"language":null,"primary_location":{"id":"doi:10.1109/tmm.2026.3664920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2026.3664920","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/A5126115029","display_name":"Yuelong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuelong Li","raw_affiliation_strings":["School of Artificial Intelligence, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-1355-7943","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126141618","display_name":"Lin Li","orcid":null},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["School of Computer Science and Technology, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0000-7313-9810","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709184","display_name":"Xinyu Zhao","orcid":"https://orcid.org/0000-0002-5128-4424"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwang Zhao","raw_affiliation_strings":["School of Software, Tiangong University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jianming Wang","orcid":"https://orcid.org/0000-0003-2685-4437"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Wang","raw_affiliation_strings":["Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2685-4437","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Autonomous Intelligence Technology and Systems, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I198091727"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15401572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":null,"first_page":"4928","last_page":"4941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.8277000188827515,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.8277000188827515,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.10480000078678131,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.012799999676644802,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7034000158309937},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6412000060081482},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5618000030517578},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5139999985694885},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.48030000925064087},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.45989999175071716},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.4578999876976013},{"id":"https://openalex.org/keywords/information-integration","display_name":"Information integration","score":0.45339998602867126},{"id":"https://openalex.org/keywords/multi-source","display_name":"Multi-source","score":0.39590001106262207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8183000087738037},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7034000158309937},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6412000060081482},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5618000030517578},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5139999985694885},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.48030000925064087},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4578999876976013},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.45339998602867126},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42719998955726624},{"id":"https://openalex.org/C2780665216","wikidata":"https://www.wikidata.org/wiki/Q6934498","display_name":"Multi-source","level":2,"score":0.39590001106262207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38440001010894775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34150001406669617},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C21711469","wikidata":"https://www.wikidata.org/wiki/Q1194317","display_name":"Conflict resolution","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.28999999165534973},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2888999879360199},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.2802000045776367},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.2797999978065491},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.26660001277923584},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.266400009393692},{"id":"https://openalex.org/C3019953569","wikidata":"https://www.wikidata.org/wiki/Q5310141","display_name":"Dual purpose","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2026.3664920","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2026.3664920","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":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6718895435333252}],"awards":[{"id":"https://openalex.org/G1426701596","display_name":"\u4e00\u822c\u6027\u7269\u4f53\u906e\u6321\u7684\u81ea\u52a8\u8865\u507f\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61771340","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3547500960","display_name":null,"funder_award_id":"202408120075","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G6219155711","display_name":null,"funder_award_id":"62471333","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6756322957","display_name":null,"funder_award_id":"25JCYBJC00160","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G6948971276","display_name":null,"funder_award_id":"62072335","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7732325329","display_name":null,"funder_award_id":"62176182","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7989413580","display_name":null,"funder_award_id":"24JCYBJC00310","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"intelligent":[1],"fusion":[2,120],"of":[3,24,77,166,175,227],"heterogeneous":[4,122],"source":[5,79],"data":[6,50,193,206],"for":[7,47,178],"presentation":[8],"or":[9],"subsequent":[10],"processing,":[11],"is":[12,35,42,71,106,139,224],"a":[13,43,64,96,107],"popular":[14],"research":[15,67],"topic":[16],"in":[17,22,39,56,90,225],"computer":[18],"vision":[19],"society.":[20],"While":[21,233],"most":[23],"current":[25],"researches,":[26],"the":[27,60,75,128,164,173,179,184,201,277],"intrinsic":[28],"resolution":[29,118,154],"distinction":[30,155],"among":[31],"diverse":[32],"input":[33,117,168],"sources":[34,169],"commonly":[36],"ignored.":[37],"But":[38],"fact,":[40],"identical-resolution":[41],"relatively":[44],"harsh":[45],"prerequisite":[46],"various":[48],"hetero":[49,119,160],"collecting":[51],"hardwares":[52],"and":[53,102,112,121,142,207,216,242,254,272],"rarely":[54],"happens":[55],"real-world":[57],"applications.":[58],"At":[59],"same":[61],"time,":[62],"as":[63],"typical":[65],"knowledge-underdetermined":[66],"topic,":[68],"super-resolution":[69,124],"(SR)":[70],"deeply":[72],"trapped":[73],"by":[74,158,190],"shortage":[76],"available":[78,176,269,283],"information.":[80],"In":[81],"order":[82],"to":[83,194,200,258,275],"simultaneously":[84],"cope":[85],"with":[86],"both":[87,115,191],"mentioned":[88],"dilemmas,":[89],"this":[91,137],"paper,":[92],"we":[93,210],"proposed":[94],"F&S-Net,":[95],"novel":[97],"generic":[98,159],"dual":[99],"mission":[100,125,208,228],"integration":[101,138,220],"co-prosperity":[103],"framework.":[104],"It":[105],"unified":[108],"architecture":[109,135],"that":[110],"compactly":[111],"organically":[113],"integrates":[114],"distinct":[116],"assisting":[123],"together.":[126],"Besides":[127],"evident":[129],"efficiency":[130],"benefits":[131],"gained":[132],"through":[133],"two-in-one":[134],"merging,":[136],"mutually":[140],"boosting":[141],"could":[143,151,170,187,247],"achieve":[144,195],"performance":[145],"win-win:":[146],"First,":[147],"embedding":[148],"SR":[149,181],"mechanism":[150],"effectively":[152],"alleviate":[153],"challenge":[156],"faced":[157],"image":[161],"fusion;":[162],"Second,":[163],"enrolling":[165],"paired":[167],"directly":[171],"double":[172],"amount":[174],"information":[177,231],"source-thirsty":[180],"mission;":[182],"Third,":[183],"shared":[185,229],"components":[186],"be":[188,282],"co-trained":[189],"missions'":[192],"further":[196,239],"robustness":[197],"promotion.":[198],"As":[199],"structural":[202,245],"innovation,":[203],"facing":[204],"doubled":[205],"complexity,":[209],"devised":[211],"throughout":[212],"dimension":[213],"extension":[214],"system":[215],"two-stage":[217],"based":[218],"organic":[219],"architecture.":[221],"Stage":[222,234],"1":[223],"charge":[226],"primal":[230],"analysis.":[232],"2":[235],"focuses":[236],"on":[237,267],"mission-specialized":[238],"knowledge":[240,252],"understanding":[241],"merging.":[243],"This":[244],"layout":[246],"efficiently":[248],"realize":[249],"general":[250],"mutual":[251],"co-enhancement":[253],"individual-level":[255],"exclusive":[256],"concentration":[257],"each":[259],"specific":[260],"mission.":[261],"Extensive":[262],"experiments":[263],"have":[264],"been":[265],"conducted":[266],"publicly":[268],"MSRS,":[270],"M3FD,":[271],"Set5":[273],"dataset":[274],"verify":[276],"effectiveness.":[278],"Source":[279],"code":[280],"will":[281],"soon.":[284]},"counts_by_year":[],"updated_date":"2026-06-30T06:16:30.551410","created_date":"2026-02-17T00:00:00"}
