乐胖代购免代理版

{"id":"https://openalex.org/W4385453371","doi":"https://doi.org/10.1109/tgrs.2023.3300697","title":"A Potential Solution to Insufficient Target-Domain Noise Data: Transfer Learning and Noise Modeling","display_name":"A Potential Solution to Insufficient Target-Domain Noise Data: Transfer Learning and Noise Modeling","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385453371","doi":"https://doi.org/10.1109/tgrs.2023.3300697"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3300697","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5087029680","display_name":"Xintong Dong","orcid":"https://orcid.org/0000-0001-6657-6289"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210106122"]},{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintong Dong","raw_affiliation_strings":["College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China"],"affiliations":[{"raw_affiliation_string":"College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062363830","display_name":"Ming Cheng","orcid":"https://orcid.org/0000-0002-4859-2004"},"institutions":[{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210106122"]},{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Cheng","raw_affiliation_strings":["College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China"],"affiliations":[{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]},{"raw_affiliation_string":"College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101887103","display_name":"Hongzhou Wang","orcid":"https://orcid.org/0000-0002-2156-3430"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210106122"]},{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhou Wang","raw_affiliation_strings":["College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China"],"affiliations":[{"raw_affiliation_string":"College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071392783","display_name":"Guanghui Li","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"funder","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Li","raw_affiliation_strings":["College of Physics and Electronic Engineering, Shanxi University, Taiyuan, China"],"affiliations":[{"raw_affiliation_string":"College of Physics and Electronic Engineering, Shanxi University, Taiyuan, China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051297707","display_name":"Jun Lin","orcid":"https://orcid.org/0000-0002-7568-9346"},"institutions":[{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210106122"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Lin","raw_affiliation_strings":["College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China"],"affiliations":[{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang), Zhanjiang, China","institution_ids":["https://openalex.org/I4391012567","https://openalex.org/I4210106122"]},{"raw_affiliation_string":"College of Instrumentation and Electrical Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044388938","display_name":"Shaoping Lu","orcid":"https://orcid.org/0000-0002-3319-6295"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"funder","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210106122"]},{"id":"https://openalex.org/I4391012567","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai)","ror":"https://ror.org/03swgqh13","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoping Lu","raw_affiliation_strings":["School of Earth Sciences and Engineering and Guangdong Provincial Key Laboratory of Geodynamics and Geohazards, Sun Yat-sen University, Guangzhou, China","School of Earth Sciences and Engineering, Sun Yat-Sen University, Guangzhou, Guangdong, China","Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Sciences and Engineering and Guangdong Provincial Key Laboratory of Geodynamics and Geohazards, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, Guangdong, China","institution_ids":["https://openalex.org/I4210106122","https://openalex.org/I4391012567"]},{"raw_affiliation_string":"School of Earth Sciences and Engineering, Sun Yat-Sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.221,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.803193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":90},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11757","display_name":"Seismic Waves and Analysis","score":0.9996,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9979,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/synthetic-data","display_name":"Synthetic data","score":0.54906124}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7564461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7467734},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.69825953},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.54906124},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5162456},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.50241375},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46189228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46178797},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35085678},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08090073},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.075229734},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3300697","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_indexed_in_scopus":true,"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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province","award_id":"20220101190JC"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"42074123"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"42204114"},{"funder":"https://openalex.org/F4320330495","funder_display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","award_id":"ZJW-2022-08-05"}],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2043099482","https://openalex.org/W2080818349","https://openalex.org/W2115506000","https://openalex.org/W2117481741","https://openalex.org/W2138354688","https://openalex.org/W2165698076","https://openalex.org/W2177432006","https://openalex.org/W2186316592","https://openalex.org/W2187089797","https://openalex.org/W2191895947","https://openalex.org/W2201404541","https://openalex.org/W2328740995","https://openalex.org/W2416739439","https://openalex.org/W2468203014","https://openalex.org/W2508457857","https://openalex.org/W2510593588","https://openalex.org/W2518599539","https://openalex.org/W2531409750","https://openalex.org/W2614600089","https://openalex.org/W2621603956","https://openalex.org/W2744992965","https://openalex.org/W2940419603","https://openalex.org/W2965521008","https://openalex.org/W2966618135","https://openalex.org/W2969458835","https://openalex.org/W2970679026","https://openalex.org/W2970715218","https://openalex.org/W3016719748","https://openalex.org/W3033655015","https://openalex.org/W3033835243","https://openalex.org/W3046473778","https://openalex.org/W3135474902","https://openalex.org/W3212804306","https://openalex.org/W4224260946","https://openalex.org/W4242453637","https://openalex.org/W4281618041","https://openalex.org/W4285218818","https://openalex.org/W4307134897","https://openalex.org/W4311316637","https://openalex.org/W4312111151","https://openalex.org/W4313175642","https://openalex.org/W4364374354"],"related_works":["https://openalex.org/W4382315317","https://openalex.org/W4287867034","https://openalex.org/W4225274307","https://openalex.org/W3109499659","https://openalex.org/W3108403339","https://openalex.org/W3021143552","https://openalex.org/W3005783148","https://openalex.org/W2175872006","https://openalex.org/W2162712524","https://openalex.org/W2004821155"],"abstract_inverted_index":{"Recently,":[0],"a":[1,24,78,97,106,188,211],"number":[2],"of":[3,18,109,147,163,178,209,214,231],"deep":[4],"learning":[5,89],"(DL)":[6],"methods":[7,235],"are":[8,32],"developed":[9],"to":[10,42,104,115,141,173,207],"attenuate":[11],"the":[12,27,35,53,57,120,127,143,164,175,229],"noise":[13,45,54,64,92,103,111,123,139,169,216,238],"in":[14,56,130,181,218,227],"seismic":[15,59,83,91,102,117,182,233],"data.":[16,239],"Most":[17],"them":[19],"show":[20],"good":[21],"performance":[22,206],"under":[23],"common":[25],"precondition:":[26],"training":[28,46],"and":[29,90,150,196,221],"testing":[30,58],"data":[31,47,65,84,129,140,183,217],"drawn":[33],"from":[34],"same":[36,51,67],"distribution.":[37],"However,":[38],"it":[39,153],"is":[40,50,113,124],"challenging":[41],"acquire":[43],"sufficient":[44],"whose":[48],"distribution":[49,68],"as":[52,69,126,172],"presented":[55],"data;":[60],"we":[61,76,134,186],"call":[62],"such":[63],"with":[66],"target-domain":[70,138,168,215,237],"noise.":[71,118],"To":[72],"address":[73],"this":[74],"issue,":[75],"propose":[77],"promising":[79],"DL":[80,159,200],"paradigm":[81,160,201],"for":[82,101,166],"denoising":[85,205,234],"based":[86,192],"on":[87,193,236],"transfer":[88],"modeling.":[93],"We":[94],"firstly":[95],"utilize":[96,135],"Green-function-based":[98],"modeling":[99],"method":[100,180],"generate":[105],"massive":[107],"amount":[108,213],"synthetic":[110,122,220],"which":[112],"similar":[114,204],"real":[116,137,222],"Secondly,":[119],"high-authenticity":[121],"used":[125],"pre-training":[128],"source":[131],"domain.":[132,156],"Finally,":[133],"limited":[136],"fine-tune":[142],"partial":[144],"trainable":[145],"parameters":[146],"pre-trained":[148],"model":[149],"thus":[151],"transferring":[152],"into":[154],"target":[155],"This":[157,199],"proposed":[158],"gets":[161],"rid":[162],"need":[165],"enough":[167],"data,":[170],"so":[171],"extend":[174],"application":[176],"scope":[177],"DL-based":[179,232],"denoising.":[184],"Moreover,":[185],"design":[187],"novel":[189],"network":[190],"architecture":[191],"multi-cascade":[194],"structure":[195],"attention":[197],"mechanism.":[198],"shows":[202],"extremely":[203],"that":[208],"using":[210],"large":[212],"both":[219],"examples,":[223],"demonstrating":[224],"its":[225],"potential":[226],"mitigating":[228],"dependence":[230]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4385453371","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-05-02T01:16:52.377820","created_date":"2023-08-02"}