{"id":"https://openalex.org/W2785924090","doi":"https://doi.org/10.1109/tgrs.2018.2790262","title":"Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images\u2019 Inpainting","display_name":"Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images\u2019 Inpainting","publication_year":2018,"publication_date":"2018-02-27","ids":{"openalex":"https://openalex.org/W2785924090","doi":"https://doi.org/10.1109/tgrs.2018.2790262","mag":"2785924090"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2018.2790262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2790262","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/8361943/08303784.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/36/8361943/08303784.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Teng-YU Ji","orcid":"https://orcid.org/0000-0003-2848-8477"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng-YU Ji","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2848-8477","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Naoto Yokoya","orcid":"https://orcid.org/0000-0002-7321-4590"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Naoto Yokoya","raw_affiliation_strings":["Signal Processing in Earth Observation, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7321-4590","affiliations":[{"raw_affiliation_string":"Signal Processing in Earth Observation, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Xiang Zhu","orcid":"https://orcid.org/0000-0001-5530-3613"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Xiao Xiang Zhu","raw_affiliation_strings":["Signal Processing in Earth Observation, Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5530-3613","affiliations":[{"raw_affiliation_string":"Signal Processing in Earth Observation, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ting-Zhu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting-Zhu Huang","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":{"value":1095,"currency":"EUR","value_usd":1180},"fwci":5.5903,"has_fulltext":true,"cited_by_count":86,"citation_normalized_percentile":{"value":0.95798026,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"56","issue":"6","first_page":"3047","last_page":"3061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.19779999554157257,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.19779999554157257,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.17810000479221344,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.12929999828338623,"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/inpainting","display_name":"Inpainting","score":0.8029999732971191},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.6046000123023987},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5393999814987183},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4675999879837036},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.44290000200271606},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4343000054359436},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39959999918937683},{"id":"https://openalex.org/keywords/structure-tensor","display_name":"Structure tensor","score":0.3982999920845032}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8029999732971191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847000122070312},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.6046000123023987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5911999940872192},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5393999814987183},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4675999879837036},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4537999927997589},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.44290000200271606},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C113315163","wikidata":"https://www.wikidata.org/wiki/Q7625159","display_name":"Structure tensor","level":3,"score":0.3982999920845032},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.3483999967575073},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.31610000133514404},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2987000048160553},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.29490000009536743},{"id":"https://openalex.org/C3020402766","wikidata":"https://www.wikidata.org/wiki/Q104376712","display_name":"Prior information","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26460000872612},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C166077713","wikidata":"https://www.wikidata.org/wiki/Q1758924","display_name":"Tensor field","level":3,"score":0.25450000166893005},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tgrs.2018.2790262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2790262","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/8361943/08303784.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1801.10240","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.10240","pdf_url":"https://arxiv.org/pdf/1801.10240","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:elib.dlr.de:120440","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TGRS.2018.2790262>.","pdf_url":"https://elib.dlr.de/120440/1/1801.10240.pdf","source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tgrs.2018.2790262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2790262","pdf_url":"https://ieeexplore.ieee.org/ielx7/36/8361943/08303784.pdf","source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2751002267","display_name":"\u538b\u7f29\u611f\u77e5\u4e2d\u56fe\u50cf\u91cd\u5efa\u7684\u7a00\u758f\u4f18\u5316\u6a21\u578b\u4e0e\u9ad8\u6027\u80fd\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61772003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3037516616","display_name":null,"funder_award_id":"ERC-2016-StG-714087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G403728962","display_name":null,"funder_award_id":"VH-NG-1018","funder_id":"https://openalex.org/F4320320876","funder_display_name":"Helmholtz-Gemeinschaft"},{"id":"https://openalex.org/G4051327995","display_name":null,"funder_award_id":"KAKENHI 15K20955","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G5438800071","display_name":null,"funder_award_id":"61402082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8086252123","display_name":"Multidimensional high-resolution remote sensing based on spectral data fusion","funder_award_id":"15K20955","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8256147563","display_name":null,"funder_award_id":"ERC-2016-StG-714087","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320876","display_name":"Helmholtz-Gemeinschaft","ror":"https://ror.org/0281dp749"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324116","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2785924090.pdf","grobid_xml":"https://content.openalex.org/works/W2785924090.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W262588213","https://openalex.org/W1476376401","https://openalex.org/W1655403841","https://openalex.org/W1944540851","https://openalex.org/W1964570608","https://openalex.org/W1964997286","https://openalex.org/W1967915692","https://openalex.org/W1971168710","https://openalex.org/W1973711324","https://openalex.org/W1978145340","https://openalex.org/W1988868707","https://openalex.org/W1990231296","https://openalex.org/W1998557720","https://openalex.org/W1998680950","https://openalex.org/W2007822845","https://openalex.org/W2008233110","https://openalex.org/W2017014096","https://openalex.org/W2018990310","https://openalex.org/W2019149505","https://openalex.org/W2022147131","https://openalex.org/W2024165284","https://openalex.org/W2031061770","https://openalex.org/W2034677232","https://openalex.org/W2048695508","https://openalex.org/W2049189005","https://openalex.org/W2063385051","https://openalex.org/W2063480635","https://openalex.org/W2075334867","https://openalex.org/W2083733711","https://openalex.org/W2086355237","https://openalex.org/W2090702492","https://openalex.org/W2091449379","https://openalex.org/W2100415658","https://openalex.org/W2102834609","https://openalex.org/W2102887902","https://openalex.org/W2105038642","https://openalex.org/W2109606373","https://openalex.org/W2110940063","https://openalex.org/W2116013899","https://openalex.org/W2117741752","https://openalex.org/W2119999314","https://openalex.org/W2121401610","https://openalex.org/W2125298866","https://openalex.org/W2131864940","https://openalex.org/W2133665775","https://openalex.org/W2137142886","https://openalex.org/W2144645128","https://openalex.org/W2145569126","https://openalex.org/W2151730289","https://openalex.org/W2155460368","https://openalex.org/W2163886442","https://openalex.org/W2166265238","https://openalex.org/W2168878035","https://openalex.org/W2171125155","https://openalex.org/W2288642056","https://openalex.org/W2343342839","https://openalex.org/W2346557146","https://openalex.org/W2535869020","https://openalex.org/W2604964345","https://openalex.org/W2615707370","https://openalex.org/W2757208835","https://openalex.org/W2963481934","https://openalex.org/W4240485910","https://openalex.org/W4297662257","https://openalex.org/W6677508755"],"related_works":[],"abstract_inverted_index":{"Remotely":[0],"sensed":[1,31],"images":[2],"may":[3,20],"contain":[4],"some":[5],"missing":[6,39],"areas":[7,19],"because":[8],"of":[9,17,28,74],"poor":[10],"weather":[11],"conditions":[12],"and":[13,61,89,101,113],"sensor":[14],"failure.":[15],"Information":[16],"those":[18],"play":[21],"an":[22],"important":[23],"role":[24],"in":[25,51,66,86],"the":[26,38,52,75,94,106,117,130],"interpretation":[27],"multitemporal":[29,135],"remotely":[30],"data.":[32],"This":[33],"paper":[34],"aims":[35],"at":[36],"reconstructing":[37,93],"information":[40],"by":[41,59],"a":[42,67],"nonlocal":[43,49],"low-rank":[44],"tensor":[45,78],"completion":[46],"method.":[47,139],"First,":[48],"correlations":[50,85],"spatial":[53],"domain":[54],"are":[55],"taken":[56],"into":[57],"account":[58],"searching":[60],"grouping":[62],"similar":[63],"image":[64],"patches":[65],"large":[68],"search":[69],"window.":[70],"Then,":[71],"low":[72],"rankness":[73],"identified":[76],"fourth-order":[77],"groups":[79],"is":[80,109,120],"promoted":[81],"to":[82],"consider":[83],"their":[84],"spatial,":[87],"spectral,":[88],"temporal":[90],"domains,":[91],"while":[92],"underlying":[95],"patterns.":[96],"Experimental":[97],"results":[98],"on":[99],"simulated":[100],"real":[102],"data":[103],"demonstrate":[104],"that":[105],"proposed":[107,118,132],"method":[108,119],"effective":[110],"both":[111],"qualitatively":[112],"quantitatively.":[114],"In":[115],"addition,":[116],"computationally":[121],"efficient":[122],"compared":[123],"with":[124],"other":[125],"patch-based":[126],"methods":[127],"such":[128],"as":[129],"recently":[131],"patch":[133],"matching-based":[134],"group":[136],"sparse":[137],"representation":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2018-02-23T00:00:00"}