{"id":"https://openalex.org/W4388624599","doi":"https://doi.org/10.1109/jstars.2023.3332427","title":"DANet-SMIW: An Improved Model for Island Waterline Segmentation Based on DANet","display_name":"DANet-SMIW: An Improved Model for Island Waterline Segmentation Based on DANet","publication_year":2023,"publication_date":"2023-11-13","ids":{"openalex":"https://openalex.org/W4388624599","doi":"https://doi.org/10.1109/jstars.2023.3332427"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3332427","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3332427","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10316593.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10316593.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102000589","display_name":"Jiawei Xu","orcid":"https://orcid.org/0009-0006-1133-4294"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawei Xu","raw_affiliation_strings":["Shanghai Ocean University, Shanghai, China","Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","College of Information Technology, Shanghai Ocean University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101882855","display_name":"Jing Li","orcid":"https://orcid.org/0009-0008-8828-949X"},"institutions":[{"id":"https://openalex.org/I4210112065","display_name":"Eye & ENT Hospital of Fudan University","ror":"https://ror.org/02wc1yz29","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Li","raw_affiliation_strings":["Eye Institute and Department of Ophthalmology, Eye and ENT Hospital, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Eye Institute and Department of Ophthalmology, Eye and ENT Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210112065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650521","display_name":"Xiaoyu Zhao","orcid":"https://orcid.org/0009-0003-9168-4398"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zhao","raw_affiliation_strings":["Shanghai Ocean University, Shanghai, China","Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","College of Information Technology, Shanghai Ocean University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","institution_ids":["https://openalex.org/I211433327"]},{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012163895","display_name":"Kuifeng Luan","orcid":"https://orcid.org/0000-0001-7009-3888"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuifeng Luan","raw_affiliation_strings":["Shanghai Ocean University, Shanghai, China","College of Information Technology, Shanghai Ocean University, Shanghai, China","Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020352493","display_name":"Congqin Yi","orcid":"https://orcid.org/0000-0002-0223-7402"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congqin Yi","raw_affiliation_strings":["Shanghai Ocean University, Shanghai, China","College of Information Technology, Shanghai Ocean University, Shanghai, China","Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","institution_ids":["https://openalex.org/I211433327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100395219","display_name":"Zhenhua Wang","orcid":"https://orcid.org/0000-0002-6603-2019"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhua Wang","raw_affiliation_strings":["Shanghai Ocean University, Shanghai, China","College of Information Technology, Shanghai Ocean University, Shanghai, China","Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"College of Information Technology, Shanghai Ocean University, Shanghai, China","institution_ids":["https://openalex.org/I44675526"]},{"raw_affiliation_string":"Key Laboratory of Marine Environmental Survey Technology and Application, Ministry of Natural Resources, P.R. China","institution_ids":["https://openalex.org/I211433327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102000589"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I44675526"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.1037,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.7471787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"884","last_page":"893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/waterline","display_name":"Waterline","score":0.948409378528595},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6727771759033203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5359082818031311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5114070773124695},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.48892560601234436},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47806790471076965},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.47107258439064026},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3715391457080841},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3650394678115845},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.07067415118217468}],"concepts":[{"id":"https://openalex.org/C161064598","wikidata":"https://www.wikidata.org/wiki/Q492878","display_name":"Waterline","level":3,"score":0.948409378528595},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6727771759033203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5359082818031311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5114070773124695},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.48892560601234436},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47806790471076965},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.47107258439064026},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3715391457080841},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3650394678115845},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.07067415118217468},{"id":"https://openalex.org/C37423430","wikidata":"https://www.wikidata.org/wiki/Q6750281","display_name":"Hull","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3332427","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3332427","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10316593.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ddfe2e3b31114d67bd2f5d0ce2202e7d","is_oa":true,"landing_page_url":"https://doaj.org/article/ddfe2e3b31114d67bd2f5d0ce2202e7d","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 884-893 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3332427","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3332427","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10316593.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G7067030084","display_name":null,"funder_award_id":"FJCIMTS 2023-04","funder_id":"https://openalex.org/F4320328895","funder_display_name":"Fujian Provincial Key Laboratory of Coast and Island Management Technology Study"}],"funders":[{"id":"https://openalex.org/F4320328895","display_name":"Fujian Provincial Key Laboratory of Coast and Island Management Technology Study","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388624599.pdf","grobid_xml":"https://content.openalex.org/works/W4388624599.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1664352185","https://openalex.org/W1903029394","https://openalex.org/W1978271497","https://openalex.org/W1978617972","https://openalex.org/W1999489821","https://openalex.org/W2013499761","https://openalex.org/W2114666101","https://openalex.org/W2119929398","https://openalex.org/W2132083787","https://openalex.org/W2133059825","https://openalex.org/W2386798478","https://openalex.org/W2508505871","https://openalex.org/W2560023338","https://openalex.org/W2799213142","https://openalex.org/W2884281986","https://openalex.org/W2886397424","https://openalex.org/W2895340641","https://openalex.org/W2898910301","https://openalex.org/W2912631020","https://openalex.org/W2955058313","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963840672","https://openalex.org/W2964217532","https://openalex.org/W2964309882","https://openalex.org/W3005632666","https://openalex.org/W3108467103","https://openalex.org/W3110908156","https://openalex.org/W3118804988","https://openalex.org/W3129770188","https://openalex.org/W3136784992","https://openalex.org/W3161825146","https://openalex.org/W3163977927","https://openalex.org/W3177456145","https://openalex.org/W3179322129","https://openalex.org/W3201880309","https://openalex.org/W3202004196","https://openalex.org/W3205361185","https://openalex.org/W3207493400","https://openalex.org/W3216395931","https://openalex.org/W4200519212","https://openalex.org/W4200618560","https://openalex.org/W4205138939","https://openalex.org/W4205365435","https://openalex.org/W4207083769","https://openalex.org/W4213244977","https://openalex.org/W4286377389","https://openalex.org/W4297093010","https://openalex.org/W4313415801","https://openalex.org/W4383341959","https://openalex.org/W4386076267","https://openalex.org/W6637306222","https://openalex.org/W6696085341","https://openalex.org/W6730342312","https://openalex.org/W6748481559","https://openalex.org/W6795755827"],"related_works":["https://openalex.org/W2379011754","https://openalex.org/W2365167425","https://openalex.org/W4391104268","https://openalex.org/W4280642997","https://openalex.org/W2354506996","https://openalex.org/W2964947509","https://openalex.org/W3207050742","https://openalex.org/W3020872636","https://openalex.org/W2094633482","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Segmentation":[0],"of":[1,23,73,78,98],"island":[2,24,36,99,110,197],"waterline":[3,25,37,100,198],"contributes":[4],"to":[5,57,88],"shoreline":[6],"movement":[7],"analyzing,":[8],"environmental":[9],"monitoring,":[10],"and":[11,20,49,83,124,135,140,156,171,177,193],"integrated":[12,191],"coastal":[13],"zone":[14],"management.":[15],"To":[16],"achieve":[17],"high":[18,21],"efficiency":[19,181,194],"accuracy":[22,192],"segmentation":[26,38,101,180,199],"in":[27,200],"remote":[28,201],"sensing":[29,202],"images,":[30],"we":[31],"proposed":[32],"a":[33],"model":[34,142,162,188,195],"for":[35,129,133,138,196],"based":[39],"on":[40],"DANet":[41,65],"(DANet-SMIW).":[42],"In":[43],"DANet-SMIW":[44,141,161,187],"model,":[45],"different":[46],"indexes":[47],"(NDWI":[48],"OTSU)":[50],"were":[51,102,112,118],"taken":[52,113],"as":[53,114],"new":[54],"channels":[55],"added":[56],"input":[58],"dataset,":[59,116],"which":[60,117],"enhanced":[61],"waterline's":[62],"spectral":[63],"information.":[64],"backbone":[66],"network":[67],"was":[68,86,143,189],"improved":[69],"by":[70,104],"dense":[71],"connection":[72],"DenseNet.":[74],"Loss":[75],"function,":[76],"consisting":[77],"Binary":[79],"Cross":[80],"Entropy":[81],"loss":[82],"Dice":[84],"loss,":[85],"used":[87],"resolve":[89],"the":[90,164],"sample":[91],"imbalance":[92],"problem.":[93],"And":[94],"then":[95],"rough":[96],"results":[97],"refined":[103],"boundary":[105],"refinement":[106],"module":[107],"(BRM).":[108],"2042":[109],"images":[111,123,128,132,137],"experiment":[115],"cropped":[119],"from":[120],"Landsat":[121],"8":[122],"divided":[125],"into":[126],"1634":[127],"training,":[130],"100":[131],"testing,":[134],"308":[136],"validation,":[139],"compared":[144],"against":[145],"other":[146,184],"models,":[147],"including":[148],"FCN-32s,":[149],"DeepLabv3+,":[150],"PSPNet,":[151],"Dense-ASPP,":[152],"PSANet,":[153],"ICNet,":[154],"DuNet,":[155],"PIDNet.":[157],"Results":[158],"demonstrated":[159],"that":[160],"achieved":[163],"highest":[165],"values":[166],"with":[167],"Pixel":[168],"Accuracy":[169],"(PA)":[170],"Mean":[172],"Intersection":[173],"over":[174],"Union":[175],"(mIoU)":[176],"possessed":[178],"higher":[179],"than":[182],"most":[183],"models.":[185],"Collectively,":[186],"an":[190],"images.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}