{"id":"https://openalex.org/W4413120473","doi":"https://doi.org/10.1109/lgrs.2025.3596932","title":"Frequency-Adaptive Boundary-Guided Network for Multiclass Raft Aquaculture Segmentation in Remote Sensing Images","display_name":"Frequency-Adaptive Boundary-Guided Network for Multiclass Raft Aquaculture Segmentation in Remote Sensing Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413120473","doi":"https://doi.org/10.1109/lgrs.2025.3596932"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3596932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3596932","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5100641095","display_name":"Yan Lu","orcid":"https://orcid.org/0000-0003-0043-4012"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Lu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058995353","display_name":"Xuhui Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Yi","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111600429","display_name":"Bao Tong Cui","orcid":"https://orcid.org/0009-0002-9582-926X"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binge Cui","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100641095"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":0.8186,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76099264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6316453218460083},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6165014505386353},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5436408519744873},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5387343764305115},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5039445757865906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43050411343574524},{"id":"https://openalex.org/keywords/aquaculture","display_name":"Aquaculture","score":0.4221421480178833},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.42172229290008545},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4136020541191101},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.292083740234375},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.09750336408615112},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08767598867416382},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.08469569683074951}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6316453218460083},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6165014505386353},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5436408519744873},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5387343764305115},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5039445757865906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43050411343574524},{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.4221421480178833},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42172229290008545},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4136020541191101},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.292083740234375},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.09750336408615112},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08767598867416382},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.08469569683074951},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3596932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3596932","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8571611006","display_name":null,"funder_award_id":"42276185","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2476548250","https://openalex.org/W3025800305","https://openalex.org/W3138516171","https://openalex.org/W3202861621","https://openalex.org/W4295942003","https://openalex.org/W4327738683","https://openalex.org/W4379054715","https://openalex.org/W4392173023","https://openalex.org/W4394938922","https://openalex.org/W4400579361","https://openalex.org/W4400903523","https://openalex.org/W4401213205","https://openalex.org/W6760274014"],"related_works":["https://openalex.org/W4226374845","https://openalex.org/W319760976","https://openalex.org/W3088319873","https://openalex.org/W2087716278","https://openalex.org/W4362570340","https://openalex.org/W1581069374","https://openalex.org/W2341839491","https://openalex.org/W3186419065","https://openalex.org/W4311114108","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,41,164],"of":[2,100,144,153],"multiclass":[3],"raft":[4],"aquaculture":[5,102],"areas":[6,110],"(RAAs)":[7],"from":[8],"high-resolution":[9],"remote":[10],"sensing":[11],"images":[12],"is":[13],"challenging":[14],"due":[15],"to":[16,64,85],"spectral":[17],"similarity":[18],"across":[19],"classes,":[20],"boundary":[21,45,91,161],"ambiguity":[22],"caused":[23],"by":[24],"complex":[25],"marine":[26],"conditions,":[27],"and":[28,47,80,89,111,129,146,163],"intraregion":[29,87],"inconsistency.":[30],"To":[31],"address":[32],"these":[33],"challenges,":[34],"this":[35],"letter":[36],"proposes":[37],"PBFANet,":[38],"a":[39,81,136,147],"deep":[40],"network":[42],"that":[43,133],"integrates":[44],"guidance":[46],"frequency-adaptive":[48],"filtering":[49],"mechanisms.":[50],"A":[51],"gated":[52],"boundary\u2013semantic":[53],"fusion":[54,71],"module":[55,72],"(GBSFM)":[56],"dynamically":[57],"combines":[58],"pseudo-boundary":[59],"cues":[60],"with":[61],"semantic":[62],"features":[63],"enhance":[65],"edge":[66],"localization,":[67],"while":[68],"the":[69,96],"consistency-aware":[70],"(CAFM)":[73],"employs":[74],"an":[75],"adaptive":[76],"low-pass":[77],"filter":[78,83],"(LPF)":[79],"high-pass":[82],"(HPF)":[84],"suppress":[86],"noise":[88],"restore":[90],"details.":[92],"Notably,":[93],"CAFM":[94],"leverages":[95],"distinct":[97],"frequency-domain":[98],"characteristics":[99],"different":[101],"classes\u2014such":[103],"as":[104],"dense":[105],"high-frequency":[106],"textures":[107],"in":[108,114,158],"laver":[109],"low-frequency":[112],"dominance":[113],"fish":[115,130],"cage":[116],"regions\u2014to":[117],"improve":[118],"class":[119],"separability.":[120],"Experiments":[121],"on":[122],"GF-1":[123],"satellite":[124],"imagery":[125],"covering":[126],"laver,":[127],"hijiki,":[128],"cages":[131],"demonstrate":[132],"PBFANet":[134],"achieves":[135],"mean":[137,148],"<inline-formula":[138],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[139],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[140],"<tex-math":[141],"notation=\"LaTeX\">${F}1$":[142],"</tex-math></inline-formula>-score":[143],"0.914":[145],"intersection":[149],"over":[150],"union":[151],"(mIoU)":[152],"82.78%,":[154],"outperforming":[155],"state-of-the-art":[156],"methods":[157],"classification":[159],"accuracy,":[160],"precision,":[162],"consistency.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}