{"id":"https://openalex.org/W4392173023","doi":"https://doi.org/10.1109/lgrs.2024.3369721","title":"BI\u00b2Net: Graph-Based Boundary\u2013Interior Interaction Network for Raft Aquaculture Area Extraction From Remote Sensing Images","display_name":"BI\u00b2Net: Graph-Based Boundary\u2013Interior Interaction Network for Raft Aquaculture Area Extraction From Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392173023","doi":"https://doi.org/10.1109/lgrs.2024.3369721"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3369721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3369721","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/A5100641092","display_name":"Yan Lu","orcid":"https://orcid.org/0000-0002-7558-1634"},"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":"Yan Lu","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-7558-1634","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":null,"display_name":"Yuchao Zhao","orcid":"https://orcid.org/0009-0002-5539-2112"},"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":"Yuchao Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0009-0002-5539-2112","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/A5024893330","display_name":"Mingkai Yang","orcid":"https://orcid.org/0000-0001-9531-4296"},"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":"Mingkai Yang","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-9531-4296","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/A5034684405","display_name":"Yanli Zhao","orcid":"https://orcid.org/0000-0002-7335-0779"},"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":"Yanli Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-7335-0779","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/A5102991507","display_name":"Ling Huang","orcid":"https://orcid.org/0000-0001-5968-2809"},"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":"Ling Huang","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"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/A5075077475","display_name":"Binge Cui","orcid":"https://orcid.org/0000-0002-4172-4342"},"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"],"raw_orcid":null,"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":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":null,"apc_paid":null,"fwci":0.9826,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.71909684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"21","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":0.9865000247955322,"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":0.9865000247955322,"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"}},{"id":"https://openalex.org/T11088","display_name":"Marine Bivalve and Aquaculture Studies","score":0.9265000224113464,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10230","display_name":"Marine and fisheries research","score":0.9079999923706055,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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":0.656168520450592},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5653334259986877},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4963749051094055},{"id":"https://openalex.org/keywords/raft","display_name":"Raft","score":0.49577388167381287},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4924541413784027},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4467683732509613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3339947760105133},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3303452730178833},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2147235870361328},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.16553959250450134},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12574413418769836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656168520450592},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5653334259986877},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4963749051094055},{"id":"https://openalex.org/C9132879","wikidata":"https://www.wikidata.org/wiki/Q17100313","display_name":"Raft","level":4,"score":0.49577388167381287},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4924541413784027},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4467683732509613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3339947760105133},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3303452730178833},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2147235870361328},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.16553959250450134},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12574413418769836},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0},{"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C15920480","wikidata":"https://www.wikidata.org/wiki/Q421281","display_name":"Copolymer","level":3,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3369721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3369721","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/G67123315","display_name":null,"funder_award_id":"ZR2020MD099","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G818214049","display_name":null,"funder_award_id":"ZR2020MD096","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2012660524","https://openalex.org/W2194775991","https://openalex.org/W2787091153","https://openalex.org/W2810772752","https://openalex.org/W2884635650","https://openalex.org/W2921230109","https://openalex.org/W2971911025","https://openalex.org/W3021282064","https://openalex.org/W3087299940","https://openalex.org/W3107591966","https://openalex.org/W3116873558","https://openalex.org/W3161559204","https://openalex.org/W3200935312","https://openalex.org/W3214829399","https://openalex.org/W4214674383","https://openalex.org/W4281728311","https://openalex.org/W4283394616","https://openalex.org/W4285718163"],"related_works":["https://openalex.org/W1949830826","https://openalex.org/W2795856745","https://openalex.org/W194711897","https://openalex.org/W2372554067","https://openalex.org/W2366815386","https://openalex.org/W2044403649","https://openalex.org/W1974755894","https://openalex.org/W2089988249","https://openalex.org/W1508556694","https://openalex.org/W2886617218"],"abstract_inverted_index":{"Accurate":[0],"monitoring":[1],"of":[2,13,162,194,199],"raft":[3],"aquaculture":[4],"areas":[5],"(RAAs)":[6],"is":[7,59,71],"particularly":[8],"important":[9],"for":[10,61,94,101],"the":[11,75,82,87,96,99,103,116,122,140,160,195],"protection":[12],"marine":[14],"ecosystems.":[15],"However,":[16],"existing":[17,190],"semantic":[18],"segmentation":[19],"methods":[20,109,191],"are":[21],"often":[22],"degraded":[23],"by":[24,32,171],"severe":[25],"shrinkage":[26],"when":[27],"extracting":[28,102],"inapparent":[29],"RAAs":[30],"caused":[31],"natural":[33],"factors":[34],"such":[35],"as":[36],"tide":[37],"level":[38],"changes":[39],"and":[40,90,98,148,156,167,175,197,206,212],"human":[41],"activities":[42],"including":[43],"laver":[44,62],"harvesting.":[45],"In":[46],"this":[47],"letter,":[48],"a":[49,131],"graph-based":[50],"boundary-interior":[51],"interaction":[52,133],"network":[53,83],"(BI":[54],"<sup":[55,126,185],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[56,127,186],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[57,128,187],"Net)":[58],"proposed":[60,183],"RAA":[63,154,200],"extraction.":[64],"Graph":[65],"convolution":[66],"based":[67],"on":[68],"soft":[69],"clustering":[70],"introduced":[72],"to":[73,119],"capture":[74],"global":[76],"distribution":[77,144],"patterns":[78],"among":[79],"RAAs.":[80,104],"For":[81],"structure,":[84],"we":[85],"designed":[86],"RAA-boundary":[88],"branch":[89],"RAA-interior":[91],"branch,":[92],"one":[93],"locating":[95],"boundaries":[97],"other":[100],"Importantly,":[105],"unlike":[106],"traditional":[107],"dual-branch":[108],"that":[110,136,181],"only":[111],"use":[112],"additional":[113],"information":[114],"from":[115],"auxiliary":[117],"tasks":[118],"assist":[120],"with":[121,202],"primary":[123],"task,":[124],"BI":[125,184],"Net":[129,188],"introduces":[130],"graph":[132],"module":[134],"(GIM)":[135],"implements":[137],"reasoning":[138],"about":[139],"relationship":[141],"between":[142,153],"differ-ent":[143],"patterns,":[145],"which":[146],"sufficiently":[147],"comprehensively":[149],"exploits":[150],"mutual":[151],"benefits":[152],"extraction":[155],"boundary":[157],"detection.":[158],"After":[159],"addition":[161],"GIM,":[163],"precision,":[164,203],"recall,":[165,204],"F1":[166,205],"IoU":[168,207],"were":[169],"improved":[170],"2.0%,":[172],"8.2%,":[173],"0.060":[174],"8.2%":[176],"respectively.Extensive":[177],"experiments":[178],"have":[179],"shown":[180],"our":[182],"outperforms":[189],"in":[192],"terms":[193],"consistency":[196],"completeness":[198],"extraction,":[201],"reached":[208],"93.0%,":[209],"90.6%,":[210],"0.916":[211],"84.7%,":[213],"respectively.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
