{"id":"https://openalex.org/W4392747181","doi":"https://doi.org/10.3390/rs16061013","title":"Synthetic Aperture Radar Radio Frequency Interference Suppression Method Based on Fusing Segmentation and Inpainting Networks","display_name":"Synthetic Aperture Radar Radio Frequency Interference Suppression Method Based on Fusing Segmentation and Inpainting Networks","publication_year":2024,"publication_date":"2024-03-13","ids":{"openalex":"https://openalex.org/W4392747181","doi":"https://doi.org/10.3390/rs16061013"},"language":"en","primary_location":{"id":"doi:10.3390/rs16061013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061013","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1013/pdf?version=1710334401","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/6/1013/pdf?version=1710334401","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013377334","display_name":"Fuping Fang","orcid":"https://orcid.org/0000-0001-9264-0918"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuping Fang","raw_affiliation_strings":["The School of Electronic Science, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Science, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100776726","display_name":"Yuanrong Tian","orcid":"https://orcid.org/0000-0002-2330-0132"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanrong Tian","raw_affiliation_strings":["The School of Electronic Science, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Science, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109123706","display_name":"Dahai Dai","orcid":"https://orcid.org/0000-0003-2897-765X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dahai Dai","raw_affiliation_strings":["The School of Electronic Science, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Science, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100706355","display_name":"Shiqi Xing","orcid":"https://orcid.org/0000-0003-3044-764X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Xing","raw_affiliation_strings":["The School of Electronic Science, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Science, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109123706"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":14.8647,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98432907,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"1013","last_page":"1013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T11946","display_name":"Antenna Design and Optimization","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/interference","display_name":"Interference (communication)","score":0.5291422009468079},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.5288095474243164},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5051437020301819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49238550662994385},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45805609226226807},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.42352765798568726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4196867346763611},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33814263343811035},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2832717299461365},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17595240473747253},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11905500292778015},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.0730261504650116}],"concepts":[{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5291422009468079},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.5288095474243164},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5051437020301819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49238550662994385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45805609226226807},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.42352765798568726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4196867346763611},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33814263343811035},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2832717299461365},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17595240473747253},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11905500292778015},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0730261504650116}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16061013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061013","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1013/pdf?version=1710334401","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5125c25ef8c5414292cd448796b610b2","is_oa":true,"landing_page_url":"https://doaj.org/article/5125c25ef8c5414292cd448796b610b2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 6, p 1013 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16061013","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16061013","pdf_url":"https://www.mdpi.com/2072-4292/16/6/1013/pdf?version=1710334401","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324150","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392747181.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W2029307906","https://openalex.org/W2066822052","https://openalex.org/W2072623250","https://openalex.org/W2074769152","https://openalex.org/W2098450544","https://openalex.org/W2127399056","https://openalex.org/W2132996847","https://openalex.org/W2142212280","https://openalex.org/W2329548976","https://openalex.org/W2375424008","https://openalex.org/W2425171702","https://openalex.org/W2739258379","https://openalex.org/W2744575051","https://openalex.org/W2752782242","https://openalex.org/W2791022782","https://openalex.org/W2801487115","https://openalex.org/W2896457183","https://openalex.org/W2945260553","https://openalex.org/W2961105531","https://openalex.org/W2963091558","https://openalex.org/W2965373594","https://openalex.org/W2969382431","https://openalex.org/W2981622218","https://openalex.org/W3012162230","https://openalex.org/W3042141803","https://openalex.org/W3081125166","https://openalex.org/W3094633284","https://openalex.org/W3123596047","https://openalex.org/W3128628050","https://openalex.org/W3131500599","https://openalex.org/W3135487395","https://openalex.org/W3135673225","https://openalex.org/W3163362555","https://openalex.org/W3212138646","https://openalex.org/W3212141918","https://openalex.org/W4206415015","https://openalex.org/W4206706211","https://openalex.org/W4213019189","https://openalex.org/W4214636423","https://openalex.org/W4226512186","https://openalex.org/W4288081220","https://openalex.org/W4292779060","https://openalex.org/W4298012439","https://openalex.org/W4312469043","https://openalex.org/W4312812783","https://openalex.org/W4313007769","https://openalex.org/W4313156423","https://openalex.org/W4313182751","https://openalex.org/W4319083676","https://openalex.org/W4362654187","https://openalex.org/W4379259169","https://openalex.org/W4386609021","https://openalex.org/W6751644992","https://openalex.org/W6778883912","https://openalex.org/W6790967602","https://openalex.org/W6791806299","https://openalex.org/W6795498551","https://openalex.org/W6804048499","https://openalex.org/W6804339071","https://openalex.org/W6806480749","https://openalex.org/W6843618962","https://openalex.org/W6851779248"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W4242046654","https://openalex.org/W3174923100","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W2244018504","https://openalex.org/W4298074124","https://openalex.org/W2003548600","https://openalex.org/W4252699458"],"abstract_inverted_index":{"Synthetic":[0],"Aperture":[1],"Radar":[2],"(SAR)":[3],"is":[4,65,125,173],"a":[5,121,165,221,270],"high-resolution":[6],"imaging":[7],"sensor":[8],"commonly":[9],"mounted":[10],"on":[11],"platforms":[12],"such":[13],"as":[14,61],"airplanes":[15],"and":[16,42,79,95,129,183,208,214],"satellites":[17],"for":[18,69,224],"widespread":[19],"use.":[20],"In":[21],"complex":[22],"electromagnetic":[23],"environments,":[24],"radio":[25],"frequency":[26],"interference":[27,182],"(RFI)":[28],"severely":[29],"degrades":[30],"the":[31,76,91,104,110,131,136,141,148,154,159,177,181,186,190,195,212,231,240,253,258,263,265,283],"quality":[32],"of":[33,82,93,112,138,140,163,257],"SAR":[34,59,101,115],"images":[35,60,116],"due":[36,74],"to":[37,75,99,108,127,150,175,194,244,262,281],"its":[38,201],"widely":[39],"varying":[40],"bandwidth":[41],"numerous":[43],"unknown":[44],"emission":[45],"sources.":[46],"Although":[47],"traditional":[48,196],"deep":[49],"learning-based":[50],"methods":[51],"have":[52],"achieved":[53],"remarkable":[54],"results":[55,134,251],"by":[56,118,180,189],"directly":[57],"processing":[58],"visual":[62],"ones,":[63],"there":[64],"still":[66],"considerable":[67],"room":[68],"improvement":[70,273,290],"in":[71,103,114,135,153,185,274,291],"their":[72],"performance":[73,255],"wide":[77,160],"coverage":[78,161],"high":[80],"intensity":[81],"RFI.":[83,132],"To":[84],"address":[85],"these":[86],"issues,":[87],"this":[88,198],"paper":[89,199],"proposes":[90],"fusion":[92],"segmentation":[94,191,213],"inpainting":[96,215],"networks":[97,216],"(FuSINet)":[98],"suppress":[100],"RFI":[102,113,246],"time-frequency":[105],"domain.":[106],"Firstly,":[107],"weaken":[109],"dominance":[111,152],"caused":[117],"high-intensity":[119],"interference,":[120,143],"simple":[122],"CCN-based":[123],"network":[124,167],"employed":[126],"learn":[128,176],"segment":[130],"This":[133,227],"removal":[137],"most":[139],"original":[142],"leaving":[144],"blanks":[145,187],"that":[146],"allow":[147],"targets":[149],"regain":[151],"overall":[155],"image.":[156],"Secondly,":[157],"considering":[158],"characteristic":[162],"RFI,":[164],"U-former":[166],"with":[168],"global":[169,202],"information":[170,203],"capture":[171,204],"capabilities":[172,205],"utilized":[174],"content":[178],"covered":[179],"fill":[184],"created":[188],"network.":[192],"Compared":[193,261],"Transformer,":[197],"enhances":[200],"through":[206,220],"shift-windows":[207],"down-sampling":[209],"layers.":[210],"Finally,":[211],"are":[217],"fused":[218],"together":[219],"weighted":[222],"parameter":[223],"joint":[225],"training.":[226],"not":[228],"only":[229],"accelerates":[230],"learning":[232],"speed":[233],"but":[234],"also":[235],"enables":[236],"better":[237],"coordination":[238],"between":[239],"two":[241],"networks,":[242],"leading":[243],"improved":[245],"suppression":[247],"performance.":[248],"Extensive":[249],"experimental":[250],"demonstrate":[252],"substantial":[254],"enhancement":[256],"proposed":[259,266],"FuSINet.":[260],"PISNet+,":[264],"attention":[267],"mechanism":[268],"achieves":[269,285],"2.49":[271],"dB":[272,289],"peak":[275],"signal-to-noise":[276],"ratio":[277],"(PSNR).":[278],"Furthermore,":[279],"compared":[280],"Uformer,":[282],"FuSINet":[284],"an":[286],"additional":[287],"4.16":[288],"PSNR.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}
