{"id":"https://openalex.org/W4404101926","doi":"https://doi.org/10.1109/tgrs.2024.3492340","title":"FDBANet: A Fusion Frequency-Domain Denoising and Multiscale Boundary Attention Network for Sonar Image Semantic Segmentation","display_name":"FDBANet: A Fusion Frequency-Domain Denoising and Multiscale Boundary Attention Network for Sonar Image Semantic Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404101926","doi":"https://doi.org/10.1109/tgrs.2024.3492340"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3492340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3492340","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/A5009095439","display_name":"Qiaoqiao Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoqiao Zhao","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0003-4485-7241","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081238296","display_name":"Lichuan Zhang","orcid":"https://orcid.org/0000-0001-8818-5721"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lichuan Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-8818-5721","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101421860","display_name":"Feihu Zhang","orcid":"https://orcid.org/0000-0002-1774-727X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihu Zhang","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-1774-727X","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015980929","display_name":"Xuanfeng Li","orcid":"https://orcid.org/0000-0003-4347-9851"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanfeng Li","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-4347-9851","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059683046","display_name":"Guang Pan","orcid":"https://orcid.org/0000-0003-1932-8252"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Pan","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-1932-8252","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0936,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7933231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9556000232696533,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9556000232696533,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9505000114440918,"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/T10862","display_name":"AI in cancer detection","score":0.9456999897956848,"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/sonar","display_name":"Sonar","score":0.72902512550354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7279306650161743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6059263348579407},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5377898812294006},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5202223658561707},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5176628232002258},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5092560052871704},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5090751051902771},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5013508796691895},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46542876958847046},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41014981269836426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38356781005859375},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3665873408317566},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09010189771652222},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08312848210334778}],"concepts":[{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.72902512550354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7279306650161743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6059263348579407},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5377898812294006},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5202223658561707},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5176628232002258},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5092560052871704},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5090751051902771},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5013508796691895},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46542876958847046},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41014981269836426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38356781005859375},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3665873408317566},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09010189771652222},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08312848210334778},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3492340","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3492340","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":[],"awards":[{"id":"https://openalex.org/G2473476991","display_name":null,"funder_award_id":"52371339","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5360458775","display_name":null,"funder_award_id":"52001259","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8621397563","display_name":null,"funder_award_id":"62602010321","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2121862391","https://openalex.org/W2183388676","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969"],"abstract_inverted_index":{"Accurate":[0],"semantic":[1,47],"segmentation":[2,48,140,154],"of":[3,46,82,91,130,180],"sonar":[4,41,86,124,137,156],"terrain":[5,138],"images":[6,42,87,157],"can":[7],"identify":[8],"and":[9,24,36,72,142,178],"classify":[10],"various":[11],"structures":[12],"on":[13,169],"the":[14,44,80,89,92,117,128,131,170,176],"seabed,":[15],"which":[16,115],"plays":[17],"a":[18,109,136],"vital":[19],"role":[20],"in":[21,40,85,123,155],"marine":[22],"exploration":[23],"construction.":[25],"However,":[26],"challenges":[27],"such":[28],"as":[29],"high":[30],"noise":[31,84],"interference,":[32],"low":[33,160],"image":[34,139],"resolution,":[35],"blurry":[37],"target":[38],"boundaries":[39,122],"limit":[43],"performance":[45],"models":[49],"that":[50,68,149],"are":[51],"typically":[52],"designed":[53],"for":[54],"optical":[55],"images.":[56,125],"To":[57,126],"address":[58],"these":[59],"issues,":[60],"we":[61,97,134],"propose":[62],"an":[63],"encoder-decoder":[64],"network":[65,172],"named":[66],"FDBANet":[67,150],"integrates":[69],"frequency-domain":[70],"denoising":[71],"multiscale":[73,110],"boundary":[74,100,111],"feature":[75,112],"extraction":[76,113],"modules.":[77],"We":[78],"solve":[79],"problem":[81],"large":[83],"from":[88],"perspective":[90],"frequency":[93],"domain.":[94],"In":[95,163],"addition,":[96,164],"combine":[98],"traditional":[99],"detection":[101],"methods":[102],"with":[103],"deep":[104],"convolutional":[105],"networks":[106],"to":[107,119,173],"construct":[108,135],"module,":[114],"enhances":[116],"ability":[118],"reconstruct":[120],"object":[121],"verify":[127,175],"effectiveness":[129,179],"proposed":[132,171],"model,":[133],"dataset":[141],"conduct":[143],"comparative":[144],"experiments.":[145],"The":[146],"results":[147],"show":[148],"achieves":[151],"effective":[152],"multiobject":[153],"while":[158],"maintaining":[159],"computational":[161],"complexity.":[162],"ablation":[165],"experiments":[166],"were":[167],"conducted":[168],"further":[174],"importance":[177],"each":[181],"module.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}