{“id”:“https://openalex.org/W3091300680“,”doi“:”https://doi.org/10.1109/icra40945.2020.9197031“,”title“:”FADNet:用于差异估计的快速准确网络“,”display_name“:”FADNet:快速准确的差异估计网络“,“publication_year”:2020,”publication_date“:”2020-05-01“,”ids“:{”openalex“:”https://openalex.org/W3091300680“,”doi“:”https://doi.org/10.109/icra40945.2020.9197031“,”mag“:”3091300680“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/icra40945.2020.9197031“,”pdf_url“:null,”source“:nul,”license“:null',”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:“proceedings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”“oa_url”:“”https://arxiv.org/pdf/2003.10758“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5018867983“,”display_name“:”Qiang Wang“,”orcid“:”https://orcid.org/0000-0002-2986-967X“},”机构“:[{”id“:”https://openalex.org/I141568987“,”display_name“:”香港浸会大学“,”ror“:”https://ror.org/0145fw131“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I141568987“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Qiang Wang“,”raw _affiliation_strings“:[“香港浸会大学计算机科学系”],”affiliations“:[{”raw _affiliation_string“:”香港浸会学院计算机科学系“,”institution_ids“:]”https://openalex.org/I141568987“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5016836702“,”display_name“:”邵淮石“,”兽人“:”https://orcid.org/0000-0002-1418-5160“},”机构“:[{”id“:”https://openalex.org/I141568987“,”display_name“:”香港浸会大学“,”ror“:”https://ror.org/0145fw131“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I141568987“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Shaohuai Shi“,”raw _ afiliation_strings“:[“香港浸会大学计算机科学系”],”affiliations“:[{”raw _affiliation_strong“:”香港浸会学院计算机科学系“,”institution_ids“:]”https://openalex.org/I141568987“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5054258908“,”display_name“:”Shizhen Zheng“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I141568987“,”display_name“:”香港浸会大学“,”ror“:”https://ror.org/0145fw131“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I141568987“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Shizhen Zheng“,”raw _affiliation_strings“:[“香港浸会大学计算机科学系”],”affiliations“:[{”raw _affiliation_string“:”香港浸会学院计算机科学系“,”institution_ids“:]”https://openalex.org/I141568987“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100675370“,”display_name“:”Kaiyong Zhao“,”orcid“:”https://orcid.org/0009-0004-1514-4012“},”机构“:[{”id“:”https://openalex.org/I141568987“,”display_name“:”香港浸会大学“,”ror“:”网址:https://ror.org/0145fw131“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I141568987“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Kaiyong Zhao“,”raw _affiliation_strings“:【”香港浸会大学计算机科学系“】,”affiliations“:[{”raw _affiliation_string“:”香港浸礼大学计算机科学部“,”institution_ids“:[“https://openalex.org/I141568987“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5100730785“,”display_name“:”朱晓文“,”兽人“:”https://orcid.org/0000-0001-9745-4372“},”机构“:[{”id“:”https://openalex.org/I141568987“,”display_name“:”香港浸会大学“,”ror“:”网址:https://ror.org/0145fw131“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I141568987“]}],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Xiaowen Chu“,”raw _affiliation_strings“:【”香港浸会大学计算机科学系“】,”affiliations“:[{”raw _affiliation_string“:”香港浸礼大学计算机科学部“,”institution_ids“:[“https://openalex.org/I141568987“]}]}],”institution_assertions“:[],”countries_distinact_count“:1,”institutions_disticant_count”:1,“corresponding_author_ids”:[]、”correspounding_institution_ids“:[],”apc_list“:null,”apc _payed“:nul,”fwci“:4.76,”has_fulltext“:false,”cited_by_count:66,”citation_normalized_percentile“:{”value“:0.999852,”is_in_top_1_percent“:true,“is_in_top_10_percent“:true},”cited_by_percentile_year“:{”min“:98,”max“:99},“biblio”:{“volume”:null,“issue”:null,“first_page”:nul,“last_page”:null},,“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T10531“,”display_name“:”立体视觉和深度估计“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T10531“,”display_name“:”立体视觉和深度估计“,”score“:1.0,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T11019“,”display_name“:”图像增强技术“,”score“:0.9983,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T11105“,”“display_name”:“单图像超分辨率技术”,“score”:0.9975,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/depth-eestimation网站“,”display_name“:”深度估计“,”score“:0.562832},{”id“:”https://openalex.org/keywords/dep-learning网站“,”display_name“:”深度学习“,”score“:0.525588},{”id“:”https://openalex.org/keywords/convolution网站“,”display_name“:”卷积(计算机科学)“,”score“:0.5139286},{”id“:”https://openalex.org/keywords/对比增强“,”display_name“:”对比度增强“,”score“:0.510415},{”id“:”https://openalex.org/keywords/monicular-depth-estimation网站“,”display_name“:”Monocular Depth Estimation“,”score“:0.500342},{”id“:”https://openalex.org/keywords/feature(https://openalex.org/keywords/feature)“,”display_name“:”Feature(linguistics)“,”score“:0.41254193}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.8569044},{”id“:”https://openalex.org/C45374587,“wikidata”:https://www.wikidata.org/wiki/Q12525525“,”display_name“:”计算“,”级别“:2,”分数“:0.739214},{”id“:”https://openalex.org/C165696696,“wikidata”:https://www.wikidata.org/wiki/Q11287“,”display_name“:”Exploit“,”level“:2,”score“:0.7249336},{”id“:”https://openalex.org/C155512373,“wikidata”:https://www.wikidata.org/wiki/Q287450“,”display_name“:”剩余“,”level“:2,”score“:0.5861238},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5567166},{”id“:”https://openalex.org/C45347329,“wikidata”:https://www.wikidata.org/wiki/Q5166604“,”display_name“:”卷积(计算机科学)“,”level“:3,”score“:0.5139286},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.4685871},{”id“:”https://openalex.org/C206729178,“wikidata”:https://www.wikidata.org/wiki/Q2271896“,”display_name“:”调度(生产过程)“,”level“:2,”score“:0.46190435},{”id“:”https://openalex.org/C105339364,“wikidata”:https://www.wikidata.org/wiki/Q2297740“,”display_name“:”软件部署“,”级别“:2,”分数“:0.4409333},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.43099403},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.4178664},{”id“:”https://openalex.org/C2778755073,“wikidata”:https://www.wikidata.org/wiki/Q10858537“,”display_name“:”Scale(ratio)“,”level“:2,”score“:0.41626912},{”id“:”https://openalex.org/C2776401178,“wikidata”:https://www.wikidata.org/wiki/Q12050496“,”display_name“:”功能(语言学)“,”级别“:2,”分数“:0.41254193},{”id“:”https://openalex.org/C113775141,“wikidata”:https://www.wikidata.org/wiki/Q428691“,”display_name“:”计算机工程“,”level“:1,”score“:0.35663176},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.34505075},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.3304957},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.25898176},{”id“:”https://openalex.org/C21547014,“wikidata”:https://www.wikidata.org/wiki/Q1423657“,”display_name“:”操作管理“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C38652104,“wikidata”:https://www.wikidata.org/wiki/Q3510521“,”display_name“:”计算机安全“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944“,”display_name“:”量子力学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”经济学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C41895202,“wikidata”:https://www.wikidata.org/wiki/Q8162“,”display_name“:”语言学“,”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}],”mesh“:[],”locations_count“:2,”locations“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/icra40945.2020.9197031“,”pdf_url“:null,”source“:null,”license“:nully,”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url”:“https://arxiv.org/abs/2003.10758,“pdf_url”:https://arxiv.org/pdf/2003.10758,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2003.10758,“pdf_url”:https://arxiv.org/pdf/2003.10758,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[],”grants“:[],”dataset“:[],”version“:[],”referenced_works_count“:26,”referenced_works“:[”https://openalex.org/W1955055330网址","https://openalex.org/W2108598243","https://openalex.org/W2117248802","https://openalex.org/W2194775991","https://openalex.org/W2259424905","https://openalex.org/W2286655030","https://openalex.org/W2560474170","https://openalex.org/W2604231069","https://openalex.org/W2623790698","https://openalex.org/W2887479417","https://openalex.org/W2936215687","https://openalex.org/W2952813711","https://openalex.org/W2962783189","https://openalex.org/W2962802300","https://openalex.org/W2963231581","https://openalex.org/W2963496125","https://openalex.org/W2963502507","https://openalex.org/W2963619659","https://openalex.org/W2964020152网址","https://openalex.org/W2966284335","https://openalex.org/W2969048092","https://openalex.org/W2978535238","https://openalex.org/W4297043848","https://openalex.org/W4297790878","https://openalex.org/W4299328286","https://openalex.org/W764651262“],”related_works“:[”https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W3207760230","https://openalex.org/W2790610275","https://openalex.org/W2358353312","https://openalex.org/W2353836703","https://openalex.org/W2296488620","https://openalex.org/W17155033","https://openalex.org/W1590307681","https://openalex.org/W1496222301“],”abstract_inverted_index“:{”Deep“:[0],”neural“:[1],”networks“:[2,79],”(DNN)“:[3],”have“:[4],”reached“:[5],”great“:[6],”success“:[7],”in“:[8,30,70,83,94],”the“:[9,43,55,74135140163170],”area“:[10],”of“:[1172198208],”computer“:[12],”vision.“:[13],”“:[14206],”差异“:[15109],”估计“:[16110],”问题“:[17],”倾向“:[18],”to“:[19,52128138144153161168],”be“:[20],”addressed“:[21],”by“:[22],”DNNs“:[23,45],”which“:[24,64],”reached“:[25],”much“:[26],”better“:[27],”prediction“:[28,93190],”accurability“:[29],”stereo“:[31],”matching“:[32],”than“:[33202],”traditional“:[34],”handrafted“:[35],”feature“:[36],”基于“:[37,62122],”方法。“:[38],“开”:[39,73],“一”:[40],“手”:[41,76],“然而,”:[42],“设计”:[44],“要求”:[46],“重要”:[47196],“内存”:[48],“和”:[49104180192],“计算”:[50],“资源”:[51],“准确”:[53],“预测”:[54],“差异”:[56],“特别是”:[57],“for”:[58,68108],“那些”:[59],“3D”:[60204],“卷积”:[61],“网络”:[63],“makes“:[65],”it“:[66],”harouble“:[67],”deployment“:[69],”real-time“:[71],”applications。“:[72],“其他”:[75],“现有”:[77203],“计算效率”:[78],“缺乏”:[80],“表达式”:[81],“能力”:[82],“大规模”:[84],“数据集”:[85],“so”:[86151],“that”:[87186],“它们”:[88],“不能”:[89],“制造”:[90139],“an”:[91102],“准确”:[92105],“许多”:[95],“场景。“:[96],“To”:[97],“this”:[98],“end”,:[99],“we”:[100],“propose”:[101],“efficient”:[103120],“deep”:/106],“network”:%107],“named”:[111],“FADNet”:[1112173187209]“:[119],”2D“:[121],”相关性“:[123],”层“:[124],”堆叠“:[126],”块“:[127],”保存”:[129],“快速”:[130],“计算;“:[131],”2)“:[132],”组合“:[134],”剩余“:[136],”结构“:[137],”更深“:[141],”模型“:[142],”更容易“:[143],”学习;“:[145],“3)”:[146],“包含”:[148],“多尺度”:[149156],“预测”:[150],“作为”:[152],“利用”:[154],“a”:[155195],“权重”:[157],“调度”:[158],“训练”:[159],“技术”:[160],“提高”:[162],“准确性”。“:[164],“我们”:[165],“行为”:[166],“实验”:[167],“证明”:[169],“有效性”:[171],“关于”:[174],“两个”:[175],“流行”:[176],“数据集”:[177],“场景”:[178],“流量”:[179],“KITTI”:[181],“2015。”:[182],“试验”:[183],“结果”:[184],“显示”:[185],“实现”:[188],“最先进”:[189],“精度”,:[191],“运行次数”:[193],“时间”:[194212],“订单”:[197],“数量级”:[199],“更快”:[200],“速度”:[201],“型号”。“:[205],”代码“:[207],”是“:[210],”可用“:[211],”https://github.com/HKBU-HPML/FADNet。“:[213]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3091300680“,”counts_by_year“:[{年:2024,”cited_by_count“:7},{年“:2023,”cited_by_count”:15},}“年”:2022,”citecd_by_count“:18},”年份“:2021,”citesd_by_count“:21},“年”2020,”citted_by-count“:3},“,”创建日期“:”2020-10-08“}