{“id”:“https://openalex.org/W4378770703“,”doi“:”https://doi.org/10.44850/arxiv.205,17863网址“,”title“:”GridFormer:具有网格结构的残余密集变压器,用于在恶劣天气条件下恢复图像“,”display_name“:”GridFormer:具有网格结构的残余密集变压器,用于在恶劣天气条件下恢复图像“,”publication_year“:2023,”publication_date“:”2023-01-01“,”ids“:{”openalex“:”https://openalex.org/W4378770703“,”doi“:”https://doi.org/10.48550/arxiv.2305.17863“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2305.17863“,”pdf_url“:空,”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,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2305.17863“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5085142676“,”display_name“:”Tao Wang“,”orcid“:”https://orcid.org/0000-0003-0951-5476“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Wang,Tao”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5069604707“,”display_name“:”Kaihao Zhang“,”orcid“:”https://orcid.org/0000-0003-4804-3715“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”张,凯浩“,”raw关联字符串“:[],“关联关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5070629154“,”display_name“:”邵振峰“,”兽人“:”https://orcid.org/0000-0003-4587-6826“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”邵,资谦“,”raw _ afiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5004450394“,”display_name“:”Wenhan Luo“,”orcid“:”https://orcid.org/0000-0002-5697-4168“},”机构“:[],”国家“:[],”is_correresponsing“:false,”raw_author_name“:”Luo,Wenhan“,”raw_affiation_strings“:[],”附属“:[]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5079475252“,”display_name“:”Bj\u00f6rn Stenger“,”orcid“:”https://orcid.org/0009-0008-0465-5545“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Stenger,Bjorn“,”raw_affiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5039038726“,”display_name“:”铁城路“,”兽人“:”https://orcid.org/0000-0002-5707-9800“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Lu,Tong“,”raw_affiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5026743181“,”display_name“:”Taekyun Kim“,”orcid“:”https://orcid.org/0000-0002-3750-1488“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Kim,Tae-Kyun“,”raw_affiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5071037763“,”display_name“:”Wei Liu“,”orcid“:”https://orcid.org/0000-0002-3865-8145“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”刘,魏“,”raw_affiliation_strings“:[],“从属关系”:[]},{“author_position”:“last”,“author”:{“id”:“”https://openalex.org/A5061507436“,”display_name“:”Hongdong Li“,”orcid“:”https://orcid.org/0000-0002-5555-935X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”李,洪东“,”raw关联字符串“:[],“隶属关系”:[]}],“国家区分计数”:0,”机构区分计数“:0,“对应作者ID”:[]、“对应作者ids”:[]、“apc_list”:null,“apc_payed”:nul,“fwci”:0.833,“has_fulltext“:false,”cited_by_count“:1,”cited_by_percentile_year“:{“min”:77,“max”:87},“biblio”:{”volume“:null,“issue”:null、“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:{”id“:”https://openalex.org/T11019“,”display_name“:”图像增强技术“,”score“:0.9999,”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/T11019“,”display_name“:”图像增强技术“,”score“:0.9999,”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/T11659“,”“display_name”:“多光谱与高光谱图像融合”,“score”:0.9991,“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/T11105“,”“display_name”:“单图像超分辨率技术”,“score”:0.998,“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/directional转换“,”display_name“:”方向变换“,”score“:0.521989},{”id“:”https://openalex.org/keywords/single-image-restoration网站“,”display_name“:”单个图像恢复“,”score“:0.507363}],”concepts“:[{”id“:”https://openalex.org/C66322947,“wikidata”:https://www.wikidata.org/wiki/Q11658“,”display_name“:”Transformer“,”level“:3,”score“:0.72997195},{”id“:”https://openalex.org/C155512373,“wikidata”:https://www.wikidata.org/wiki/Q287450“,”display_name“:”剩余“,”level“:2,”score“:0.70410943},{”id“:”https://openalex.org/C187691185,“wikidata”:https://www.wikidata.org/wiki/Q2020720“,”display_name“:”Grid“,”level“:2,”score“:0.6566129},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.6203393},{”id“:”https://openalex.org/C106430172网址,“wikidata”:https://www.wikidata.org/wiki/Q6002272“,”display_name“:”图像还原“,”level“:4,”score“:0.47556752},{”id“:”https://openalex.org/C2992147540,“wikidata”:https://www.wikidata.org/wiki/Q1277161“,”display_name“:”恶劣天气“,”level“:2,”score“:0.45416954},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.41522276},{”id“:”https://openalex.org/C115961682,“wikidata”:https://www.wikidata.org/wiki/Q860623“,”display_name“:”Image(mathematics)“,”level“:2,”score“:0.31835747},{”id“:”https://openalex.org/C9417928,“wikidata”:https://www.wikidata.org/wiki/Q1070689“,”display_name“:”图像处理“,”level“:3,”score“:0.2747081},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”Engineering“,”level“:0,”score“:0.17313609},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.12179518},{”id“:”https://openalex.org/C127313418,“wikidata”:https://www.wikidata.org/wiki/Q1069“,”display_name“:”地质“,”等级“:0,”分数“:0.10449964},{”id“:”https://openalex.org/C119599485,“wikidata”:https://www.wikidata.org/wiki/Q43035“,”display_name“:”电气工程“,”level“:1,”score“:0.085867465},{”id“:”https://openalex.org/C205649164,“wikidata”:https://www.wikidata.org/wiki/Q1071“,”display_name“:”Geography“,”level“:0,”score“:0.08086538},{”id“:”https://openalex.org/C153294291,“wikidata”:https://www.wikidata.org/wiki/Q25261“,”display_name“:”气象学“,”level“:1,”score“:0.0734615},{”id“:”https://openalex.org/C13280743,“wikidata”:https://www.wikidata.org/wiki/Q131089“,”display_name“:”大地测量学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C165801399,“wikidata”:https://www.wikidata.org/wiki/Q25428“,”display_name“:”Voltage“,”level“:2,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2305.17863“,”pdf_url“:空,”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,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”http://arxiv.org/abs/2305.17863,“pdf_url”:http://arxiv.org/pdf/2305.17863,“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,”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“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.2305.17863“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2305.17863“,”pdf_url“:空,”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,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”可持续发展目标“:[{”display_name“:”可持续城市和社区“,”score“:0.6,”id“:”https://metadata.un.org/sdg/11“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:0,”referrenced_works“:],”related_work斯“:[”https://openalex.org/W4391013256","https://openalex.org/W4233449973","https://openalex.org/W2949601986","https://openalex.org/W2925692864","https://openalex.org/W2788972299","https://openalex.org/W2768526084","https://openalex.org/W2730104357","https://openalex.org/W2729981612","https://openalex.org/W2521347458","https://openalex.org/W2498789492“],”ngrams_url“:”https://api.openalex.org/works/W4378770703/ngrams网站“,”“abstract_inverted_index”:{“图像”:[0],“恢复”:[1,31130],“in”:[2,10,39,62132],“不利”:[3,33133],“天气”:[4,34134],“条件”:[5],“是”:[6,37],“a”:[7,18,27,40,44,80,91],“困难”:[8],“任务”:[9],“计算机”:[11],“视觉”:[12],“in”:[13],“this”:[14],“论文”:[15],“我们”:[16,89],“提议”:[17],“新颖”:[19],“基于变压器”:[20]框架“:[21122],”称为“:[22],“GridFormer”:[23,36100121],“which”:[24],“serves”:[25],“as”:[26,97],“backine”:[28],“for”:[29],“image”:[30129137],“under”:[32],“conditions”。“:[35],”designed“:[38],”grid“:[41],”structure“:[42],”using“:[43],”residual“:[45,92],”dense“:[46,93],”transformer“:[47,64,94],”block“:[48],”and“:[49,73,79116144150],”it“:[50,56],”introduces“:[51],”two“:[52],”core“:[53],”设计。“:[54],”First,“:[55],”uses“:[57],”an“:[58],”enhanced“:[59],”attention“:[60],”mechanism“:[61,67],”the“:[63,71,98106],”layer。“:[65101],”“The”:[66120147],“includes”:[68],“stages”:[69],“of”:[70],“sampler”:[72],“compact”:[74],“self-attention”:[75],“to”:[76,84109],“improve”:[77],“efficiency”:[78],“local”:[81,86118],“enhancement”:[82],“stage”:[83],“strength”:[85],”information。“:[87],”第二,“:[88],”引入“:[90],”块“:[95],”(RDTB)“:[96],”最终“:[99],”此“:[102],”设计“:[103],”进一步“:[104],”改进“:[105],”网络“:[107],”能力“:[108],”学习“:[110],”有效“:[111],”特征“:[112],”来自“:[113],”两者“:[114],”前面的“:[115],”当前“:[117],”功能。“:[119],“实现”:[123],“最先进”:[124],“结果”:[125],“on”:[126],“五”:[127],“多样”:[128],“任务”:[131],“条件”:[135],“包括”:[136],“去噪”:[138],“去噪”:%139142],“除噪”:+140],“&”:[141],“消噪”::143],“多天气”:[145],“恢复”。“:[146],”源“:[148],”代码“:[149],”预培训“:[151],”型号“:[152],”将“:[153],”被“:[154],”发布。“:[155]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4378770703“,”counts_by_year“:[{”年“:2024,”引用_by_count“:1}],”更新日期“:”2024-06-21T00:36:54.382676“,”创建日期“:“2023-05-31”}