{“id”:“https://openalex.org/W4390452972“,”doi“:”https://doi.org/10.1016/j.inffus.2023.102217“,”title“:“计算机视觉多模式混合深度学习的调查:架构、应用、趋势和挑战”,”display_name“:”计算机视觉多模型混合深度学习调查:架构,应用,趋势和挑战“,”publication_year“:2024,”publiation_date“:”2024-05-01“,”ids“:{”openalex“:”https://openalex.org/W4390452972“,”doi“:”https://doi.org/10.1016/j.inffus.2023.102217“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.inffus.2023.102217“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S7560371“,”display_name“:”信息融合“,”issn_l“:”1566-2535“,”isn“:[”1566-253“,”1872-6305“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”article“,”type_crossref“:“jornal-article”,“indexed_in”:[”crossref“],pository_has_fulltext“:false},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5010803356“,”display_name“:”Khaled Bayoudh“,”orcid“:”https://orcid.org/0000-0002-1148-4800},“机构”:[{“id”:https://openalex.org/I4210118524“,”display_name“:”法国勃艮第大学\u00e9“,”ror“:”https://ror.org/02dn7x778“,”country_code“:”FR“,”type“:“教育”,”世系“:[”https://openalex.org/I4210118524“]},{”id“:”https://openalex.org/I166928557“,”display_name“:”Monastir大学“,”ror“:”https://ror.org/00nhtcg76“,”country_code“:”TN“,”type“:“教育”,”世系“:[”https://openalex.org/I166928557“]}],”countries“:[”FR“,”TN“],”is_corresponding“:true,”raw_author_name“:”Khaled Bayoudh“,”raw _affiliation_strings“:【”莫纳斯提尔国立工程学院(ENIM)电子与微电子实验室(LR99ES30)电气系,莫纳斯提科学院(FSM),突尼斯莫纳斯蒂尔大学“,”ImViA实验室,法国第戎布尔戈涅·弗朗切·科姆特大学\u00e9“]}],”countries_distiction_count“:2,”institutions_disticent_count”:2,“corresponding_author_ids”:[“https://openalex.org/A5010803356“],”对应的机构ID“:[”https://openalex.org/I4210118524","https://openalex.org/I166928557“],”apc_list“:{”value“:4650,”currency“:”USD“,”value_USD“:4650',”provenance“:”doaj“},”apc _payed“:{'value':4650],”curency“:”美元“,”value_USD”:4650`,“provenance”:“doaj”},“has_fulltext”:false,“cited_by_count”:3,“citected_by_percentile_year”:{“min”:98,“max”:99},‘biblio’:{‘volume’:“105”,“issue”:null,“first_page”:“102217”,“last_page”:“102417”},“is_retracted“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9978,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9978,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10689“,”“display_name”:“高光谱图像分析与分类”,“score”:0.9968,“subfield”:{“id”:“https://openalex.org/subfields/2214“,”display_name“:”Media Technology“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10036“,”display_name“:”计算机视觉和图像识别深度学习“,”score“:0.9967,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”field“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/meta-learning(https://openalex.org/keywords/meta-learning)“,”display_name“:”元学习“,”score“:0.556285},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.549412},{”id“:”https://openalex.org/keywords/neural-network-architectures网站“,”display_name“:”神经网络架构“,”score“:0.537882},{”id“:”https://openalex.org/keywords/unsupervised学习“,”display_name“:”无监督学习“,”score“:0.537067},{”id“:”https://openalex.org/keywords/transfer-learning网站“,”display_name“:”转移学习“,”score“:0.535157}],”concepts“:[{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536网址“,”display_name“:”深度学习“,”level“:2,”score“:0.86982286},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.8023018},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7485616},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5770604},{”id“:”https://openalex.org/C9652623,“wikidata”:https://www.wikidata.org/wiki/Q190109“,”display_name“:”Field(mathematics)“,”level“:2,”score“:0.5161146},{”id“:”https://openalex.org/C2779903281,“wikidata”:https://www.wikidata.org/wiki/Q6888026“,”display_name“:”Modalities“,”level“:2,”score“:0.48547986},{”id“:”https://openalex.org/C2780660688,“wikidata”:https://www.wikidata.org/wiki/Q25052564“,”display_name“:”多模学习“,”level“:2,”score“:0.47168595},{”id“:”https://openalex.org/C36289849,“wikidata”:https://www.wikidata.org/wiki/Q34749“,”display_name“:”社会科学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C144024400,“wikidata”:https://www.wikidata.org/wiki/Q21201网址“,”display_name“:”社会学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C202444582,“wikidata”:https://www.wikidata.org/wiki/Q837863“,”display_name“:”纯粹数学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1016/j.inffus.2023.102217“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S7560371“,”display_name“:”信息融合“,”issn_l“:”1566-2535“,”isn“:[”1566-253“,”1872-6305“],”is_oa“:false,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/P4310320990“,”“host_organization_name”:“Elsevier BV”,“host_organization_lineage”:[“https://openalex.org/P4310320990“],”host_organization_lineage_names“:[”Elsevier BV“],“type”:“journal”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://u-bourgonge.hal.science/hal-04393702“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306402512“,”display_name“:”HAL(通信科学指导中心)“,”issn_l“:null,”issn“:nul,”is_oa“:true,”is-in_doaj“:false,”host_organization“:”https://openalex.org/I1294671590“,”“host_organization_name”:“法国国家科学研究中心”,“host_ordanization_lineage”:[“https://openalex.org/I1294671590“],”host_organization_lineage_names“:[”法国国家科学研究中心“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false}],“best_oa_location”:nul,“sustainable_development_goals”:[],“grants”:[],“datasets”:【】,“versions”:[】,“referenced_works_count”:157,“referrenced_works”:https://openalex.org/W1498436455","https://openalex.org/W16016350","https://openalex.org/W2027461913","https://openalex.org/W2040870580","https://openalex.org/W2064675550","https://openalex.org/W2085789144","https://openalex.org/W2087016914","https://openalex.org/W2097117768","https://openalex.org/W2099454382","https://openalex.org/W2101926813","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2116341502","https://openalex.org/W2136922672","https://openalex.org/W2159187100","https://openalex.org/W2474638510","https://openalex.org/W2500366714","https://openalex.org/W2548358476","https://openalex.org/W2576683119","https://openalex.org/W2590019597","https://openalex.org/W2611116160","https://openalex.org/W2618530766","https://openalex.org/W2619383789","https://openalex.org/W2703895418","https://openalex.org/W2736142580","https://openalex.org/W2747680751","https://openalex.org/W2765183969","https://openalex.org/W2765730801","https://openalex.org/W2772752821","https://openalex.org/W2799441690","https://openalex.org/W2800912855","https://openalex.org/W2810323699","https://openalex.org/W2883545264","https://openalex.org/W2903198840","https://openalex.org/W2909784400","https://openalex.org/W2912327653","https://openalex.org/W2913790388","https://openalex.org/W2914331134","https://openalex.org/W2918235634","https://openalex.org/W2919115771","https://openalex.org/W2919859337","https://openalex.org/W2932010661","https://openalex.org/W2946165673","https://openalex.org/W2947411064","https://openalex.org/W2950463913","https://openalex.org/W2951042832","https://openalex.org/W2955956881","https://openalex.org/W2962958625","https://openalex.org/W2963922343","https://openalex.org/W2964045146","https://openalex.org/W2964347220","https://openalex.org/W2970602317","https://openalex.org/W2985331920","https://openalex.org/W2986423549","https://openalex.org/W2989424303","https://openalex.org/W2990443604","https://openalex.org/W2991294993","https://openalex.org/W2995006815","https://openalex.org/W2997403460","https://openalex.org/W3007165221","https://openalex.org/W3011727199","https://openalex.org/W3017361427","https://openalex.org/W3021261417","https://openalex.org/W3023371261","https://openalex.org/W3033494729","https://openalex.org/W3034943799","https://openalex.org/W3037490781","https://openalex.org/W3038402194","https://openalex.org/W3041133507","https://openalex.org/W3043878998","https://openalex.org/W3047433257","https://openalex.org/W3081987387","https://openalex.org/W3088151982","https://openalex.org/W3091791645","https://openalex.org/W3091978306","https://openalex.org/W3093735614","https://openalex.org/W3094467284","https://openalex.org/W3096831136","https://openalex.org/W3100321043","https://openalex.org/W3111813289","https://openalex.org/W3111940014","https://openalex.org/W3118590274","https://openalex.org/W312203149","https://openalex.org/W3122451732","https://openalex.org/W3123459983","https://openalex.org/W3124237980","https://openalex.org/W3127858335","https://openalex.org/W3129064953","https://openalex.org/W3129850062","https://openalex.org/W3135445258","https://openalex.org/W3137646246","https://openalex.org/W3138516171","https://openalex.org/W3141797743","https://openalex.org/W3143320354","https://openalex.org/W3154435685","https://openalex.org/W3155009271","https://openalex.org/W3155739706","https://openalex.org/W3155872716","https://openalex.org/W3158175401","https://openalex.org/W3159196909","https://openalex.org/W3159243351","https://openalex.org/W3168463823","https://openalex.org/W3168997536","https://openalex.org/W3169084863","https://openalex.org/W3175504132","https://openalex.org/W3176974280","https://openalex.org/W3179560930","https://openalex.org/W3184679245","https://openalex.org/W3195380442","https://openalex.org/W3195446119","https://openalex.org/W3198242498","https://openalex.org/W3202642596","https://openalex.org/W3206216308","https://openalex.org/W3209696639","https://openalex.org/W3210643189","https://openalex.org/W3212386989","https://openalex.org/W3214007012","https://openalex.org/W4200083451","https://openalex.org/W4206706211","https://openalex.org/W4213019189","https://openalex.org/W4214493665","https://openalex.org/W4224986648","https://openalex.org/W4226080733","https://openalex.org/W4283742965","https://openalex.org/W428487954","https://openalex.org/W4288696163","https://openalex.org/W4292828585","https://openalex.org/W4295548135","https://openalex.org/W4296079469","https://openalex.org/W4297347697","https://openalex.org/W4297989294","https://openalex.org/W4303953745","https://openalex.org/W4304606820","https://openalex.org/W4308112567","https://openalex.org/W4309080560","https://openalex.org/W4309796907","https://openalex.org/W4310787317","https://openalex.org/W4312139090","https://openalex.org/W4312443924","https://openalex.org/W4312546849","https://openalex.org/W4317716429","https://openalex.org/W4318833867","https://openalex.org/W4322627364","https://openalex.org/W4323545743","https://openalex.org/W4353069334","https://openalex.org/W4360861143","https://openalex.org/W4361009208网址","https://openalex.org/W4361009592","https://openalex.org/W4361284377网址","https://openalex.org/W4362579348","https://openalex.org/W4362721809","https://openalex.org/W4365504037","https://openalex.org/W4365512576","https://openalex.org/W4379013917","https://openalex.org/W4385069050","https://openalex.org/W4385815503","https://openalex.org/W4387079109“],”related_works“:[”https://openalex.org/W4389505417","https://openalex.org/W4380551887","https://openalex.org/W4380075502","https://openalex.org/W4293919860","https://openalex.org/W4285159263","https://openalex.org/W4280529741","https://openalex.org/W2963650472","https://openalex.org/W2962931510","https://openalex.org/W2904518532","https://openalex.org/W2556013083“],”ngrams_url“:”https://api.openalex.org/works/W4390452972/ngrams网站“,”“abstract_inverted_index”:{“In”:[0,25180207],“recent”:[1,54189],“years”:[2],“deep”:[3,27,57,61109117127149164194],“learning”:[4,28,31,58,6211001813415024127272],“algorithms”:[5],“have”:[6],“rapidly”:[7],”“revolatized”:[8],“artificial”:[29],“intelligence”:[10],“special”:[11],“machine”:[12],“学习”:[13165195],“启用“:[14],”研究人员“:[15],”和“:[16,37,53,77252258261284],“从业者”:[17],“到”:[18,3313172224],,“扩展”:[19],“以前”:[20],“手工制作”:[21],“特征”:[22],“提取”:[23],“程序”。“:[24],”special“,”:[26208]“,”uses“:[29],”adaptive“:[30],”process“:[32],”learn“:[34],”more“:[35132],”complex“:[36,72],”informative“:[38],”patterns“:[39],”from“:[40101],”dataset“:[41],”of“:[42,49,7112116316818820021021279],“variable”:[43],“sizes”。“:[44],”With“:[45],”the“:[46,65,691114142161166178201211219],”increasing“:[47],”availability“:[48],”multimodal“:[50,60,79147192215239255270],”data“:[51,87103103],”streams“:[52],”advances“:[55190],”in“:[56,81,90160191214229254276],”algorithms“:[59],”is“:[613444171218],”on“:[642445],”rise“。“:[66],”This“:[67],”requires“:[68],”development“:[70],”models“:[73],”that“:[74242269],”can“:[75,88273],”process“:[76],”analyze“:[78],”information“:[80],”a“:[82122146174185197235277],”consistent“:[83],”way“。“:[84],”“然而,”:[85],“非结构化”:[86],“来”:[89],“多”:[91],“不同”:[92],“形式”:[93],“(也可以是”:[94],“已知”:[95],“作为”:[96],“模态”)。“:[97],“提取”:[98],“相关”:[99],“特征”:[100228],“此”:[102153169181],“保留”:[104],“an”:[105],“雄心勃勃”:[106],“目标”:[107],“用于”:[108238263],“研究人员”。“:[111],”根据“:[112],”文献“:[115],”大多数“:[116202],”系统“:[119],”组成“:[120],”单一“:[123],”体系结构“:[124],”(即“:[125],”独立“:[126],”学习)。“:[128],”When“:[129],”two“:[130],”or“:[131],”architectures“:[135223],”are“:[136],”combined“:[137],”over“:[138],”multiple“:[139],”sensor“:%140],”models“,”:[141],“result”:[143],“called”:%145],“hybrid”:[148193205216230240256271],“model。“:[151],”自“:[152],”研究“:[154],”方向“:[155],”已经“:[156],”收到“:[157],”很多“:[158],”关注“:[159],”领域“:[162],”目的“:[167],”调查“:[170],”提供“:[173184559],”更广泛“:[175],”概述“:[176],”主题。“:[179],”论文“:[182],”我们“:[183233],”综合“:[186],”综述“:[187],”包括“:[196],”彻底“:[198],”分析“:[199217],”一般“:[203],“开发”:[204],”架构。“:[206],”一“:[209],”主要“:[212],”挑战“:[213253],”能力“:[220],”这些“:[222],”系统“:[225],”集成“:[226],”跨模态“:[227],”设计。“:[231],”因此,“:[232],”提议“:[234],”通用“:[236],”框架“:[237],”焦点“:[243],”主要“:[244],”融合“:[246],”方法。“:[247],“我们”:[248],“也”:[249],“识别”:[250],“趋势”:[251],“洞察力”:[260],“方向”:[262],“未来”:[264],“研究”。“:[265],“我们的”:[266],“发现”:[267],“显示”:[268],“执行”:[274],“好”:[275],“种类”:[278],“挑战”:[280],“计算机”:[281],“视觉”:[282],“应用程序”:[283],“任务”。“:[285]},”cited_by_api_url“:”https://api.openalex.org/works?filter=引用:W4390452972“,”counts_by_year“:[{”年“:2024,”引用_by_count“:3}],”更新日期“:”2024-06-01T13:54:40.019052“,”创建日期“:“2023-12-31”}