{"id":"https://openalex.org/W4403674927","doi":"https://doi.org/10.1109/tgrs.2024.3485595","title":"Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images","display_name":"Deep Domain Fidelity and Low-Rank Tensor Ring Regularization for Thick Cloud Removal of Multitemporal Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403674927","doi":"https://doi.org/10.1109/tgrs.2024.3485595"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3485595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3485595","pdf_url":null,"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":["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/A5044183417","display_name":"Hao Peng","orcid":"https://orcid.org/0000-0002-4865-5511"},"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":true,"raw_author_name":"Hao Peng","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"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":"https://openalex.org/A5065782725","display_name":"Ting\u2010Zhu Huang","orcid":"https://orcid.org/0000-0001-7766-230X"},"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"],"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":"https://openalex.org/A5011715660","display_name":"Xi-Le Zhao","orcid":"https://orcid.org/0000-0002-6540-946X"},"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":"Xi-Le Zhao","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"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":"https://openalex.org/A5100635622","display_name":"Jie Lin","orcid":"https://orcid.org/0000-0001-7223-0735"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Lin","raw_affiliation_strings":["School of Mathematics, Southwest Jiaotong University, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036060230","display_name":"Wei-Hao Wu","orcid":"https://orcid.org/0000-0002-4774-7908"},"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":"Wei-Hao Wu","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"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":"last","author":{"id":"https://openalex.org/A5101524916","display_name":"Liyuan Li","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":"Li-Yuan Li","raw_affiliation_strings":["School of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"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":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044183417"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.2464,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81345712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9962999820709229,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9962999820709229,"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":0.9941999912261963,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5918688178062439},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5675867199897766},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5390931963920593},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5297844409942627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48018231987953186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37965530157089233},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.37663477659225464},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3508513569831848},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07506301999092102}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5918688178062439},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5675867199897766},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5390931963920593},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5297844409942627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48018231987953186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37965530157089233},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.37663477659225464},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3508513569831848},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07506301999092102},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3485595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3485595","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G2511887716","display_name":null,"funder_award_id":"12401681","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3778334585","display_name":null,"funder_award_id":"12171072","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6863986931","display_name":null,"funder_award_id":"62131005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7969624079","display_name":null,"funder_award_id":"12371456","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1655403841","https://openalex.org/W1963826206","https://openalex.org/W1967915692","https://openalex.org/W1978145340","https://openalex.org/W1978333359","https://openalex.org/W1993482030","https://openalex.org/W1998557720","https://openalex.org/W1998680950","https://openalex.org/W2001547114","https://openalex.org/W2023518723","https://openalex.org/W2024165284","https://openalex.org/W2043571470","https://openalex.org/W2054366734","https://openalex.org/W2091449379","https://openalex.org/W2093212899","https://openalex.org/W2102834609","https://openalex.org/W2105038642","https://openalex.org/W2110940063","https://openalex.org/W2149676023","https://openalex.org/W2151011640","https://openalex.org/W2155460368","https://openalex.org/W2157190232","https://openalex.org/W2412278696","https://openalex.org/W2412588858","https://openalex.org/W2431890537","https://openalex.org/W2528677926","https://openalex.org/W2565499339","https://openalex.org/W2596422482","https://openalex.org/W2617737158","https://openalex.org/W2785924090","https://openalex.org/W2790888198","https://openalex.org/W2804744787","https://openalex.org/W2886042776","https://openalex.org/W2900639982","https://openalex.org/W2905232803","https://openalex.org/W2941769495","https://openalex.org/W2953303055","https://openalex.org/W2963328634","https://openalex.org/W2963885538","https://openalex.org/W2964146769","https://openalex.org/W3008202438","https://openalex.org/W3008439211","https://openalex.org/W3021020015","https://openalex.org/W3035821888","https://openalex.org/W3048631361","https://openalex.org/W3094484482","https://openalex.org/W3102692100","https://openalex.org/W3103294617","https://openalex.org/W3105052070","https://openalex.org/W3165549846","https://openalex.org/W3199148429","https://openalex.org/W3202708053","https://openalex.org/W3206110352","https://openalex.org/W4205211519","https://openalex.org/W4213333386","https://openalex.org/W4225630686","https://openalex.org/W4229058281","https://openalex.org/W4229452710","https://openalex.org/W4313008154","https://openalex.org/W4376851534","https://openalex.org/W4390394852","https://openalex.org/W4391235300","https://openalex.org/W4399769541","https://openalex.org/W6631190155","https://openalex.org/W6717575008","https://openalex.org/W6811238618"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2381850946","https://openalex.org/W4380449851","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W3125091513","https://openalex.org/W4389340727"],"abstract_inverted_index":{"Thick":[0],"cloud":[1,16,136,194],"contamination":[2],"in":[3,12,55,67,122,192],"remote":[4],"sensing":[5],"(RS)":[6],"images":[7,112,173],"significantly":[8],"hinders":[9],"their":[10],"utility":[11],"subsequent":[13],"applications.":[14],"Traditional":[15],"removal":[17,137],"methods":[18],"predominantly":[19],"focus":[20],"on":[21,171],"the":[22,25,30,33,37,44,47,56,60,85,105,110,119,128,146,176,180,184,188],"design":[23,31],"of":[24,32,39,46,117],"regularization":[26,155],"term,":[27],"while":[28],"neglecting":[29],"fidelity":[34,41,48,63,92,149],"term.":[35],"Recently,":[36],"proposal":[38],"gradient-domain":[40,62],"has":[42,65],"highlighted":[43],"significance":[45],"term":[49,150,156],"design,":[50],"dedicated":[51],"to":[52,79,93],"maintaining":[53],"textures":[54],"gradient":[57,123,189],"domain.":[58],"However,":[59],"handcrafted":[61],"still":[64],"limitations":[66],"capturing":[68],"invariant":[69],"and":[70,113,168,187],"delicate":[71],"features":[72,96,121],"behind":[73],"multitemporal":[74],"RS":[75],"(MTRS)":[76],"images,":[77,115,143],"leading":[78],"unsatisfactory":[80],"detail":[81,164,198],"preservation.":[82,165,199],"To":[83],"address":[84],"problem,":[86],"we":[87,132],"suggest":[88],"a":[89,99,134,152],"deep":[90,95,101,107,129,147],"domain":[91,124,130,148],"capture":[94],"by":[97],"leveraging":[98],"pretrained":[100],"network,":[102],"which":[103],"matches":[104],"intrinsic":[106],"feature":[108],"between":[109],"original":[111],"reference":[114],"instead":[116],"matching":[118],"shallow":[120],"fidelity.":[125],"Empowered":[126],"with":[127,151],"fidelity,":[131],"propose":[133],"thick":[135,193],"model":[138],"(called":[139],"DFTR)":[140],"for":[141,197],"MTRS":[142,172],"organically":[144],"integrating":[145],"low-rank":[153],"(LR)":[154],"(i.e.,":[157],"tensor":[158],"ring":[159],"(TR)":[160],"decomposition),":[161],"offering":[162],"fine":[163],"Extensive":[166],"simulated":[167],"real":[169],"experiments":[170],"demonstrate":[174],"that":[175],"proposed":[177],"method":[178],"outperforms":[179],"compared":[181],"methods,":[182,191],"including":[183],"origin":[185],"domain-based":[186,190],"removal,":[195],"especially":[196]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
