{"id":"https://openalex.org/W4387802525","doi":"https://doi.org/10.1109/igarss52108.2023.10282303","title":"Efficient Remote Sensing Transformer for Coastline Detection with Sentinel-2 Satellite Imagery","display_name":"Efficient Remote Sensing Transformer for Coastline Detection with Sentinel-2 Satellite Imagery","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387802525","doi":"https://doi.org/10.1109/igarss52108.2023.10282303"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10282303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","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/A5017709474","display_name":"Yuji Wang","orcid":"https://orcid.org/0000-0003-3842-7627"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuji Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China,Glasgow College,Chengdu,PRC,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Glasgow College,Chengdu,PRC,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113368530","display_name":"Ruojun Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruojun Zhao","raw_affiliation_strings":["University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,PRC,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,School of Computer Science and Engineering,Chengdu,PRC,611731","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076728540","display_name":"Zijun Sun","orcid":"https://orcid.org/0000-0001-5386-5495"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijun Sun","raw_affiliation_strings":["University of Electronic Science and Technology of China,Glasgow College,Chengdu,PRC,611731"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China,Glasgow College,Chengdu,PRC,611731","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5439","last_page":"5442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9846000075340271,"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":0.9846000075340271,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9696999788284302,"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"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9679999947547913,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7363191246986389},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.624334454536438},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.4897580146789551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46594393253326416},{"id":"https://openalex.org/keywords/satellite-broadcasting","display_name":"Satellite broadcasting","score":0.44522398710250854},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4310559928417206},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.32323217391967773},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10549551248550415},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09878498315811157},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.0883999764919281}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7363191246986389},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.624334454536438},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.4897580146789551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46594393253326416},{"id":"https://openalex.org/C2986254709","wikidata":"https://www.wikidata.org/wiki/Q209588","display_name":"Satellite broadcasting","level":3,"score":0.44522398710250854},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4310559928417206},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.32323217391967773},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10549551248550415},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09878498315811157},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0883999764919281},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10282303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss52108.2023.10282303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W2630837129","https://openalex.org/W3112206834","https://openalex.org/W3135352607","https://openalex.org/W3211490618","https://openalex.org/W4205138939","https://openalex.org/W4205365435","https://openalex.org/W4206706211","https://openalex.org/W4280592903","https://openalex.org/W4312552594","https://openalex.org/W6639824700","https://openalex.org/W6739696289","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2325965825","https://openalex.org/W3029457158","https://openalex.org/W2508657954","https://openalex.org/W2899645533","https://openalex.org/W3199988476"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"efficient":[4,38],"and":[5,12,14,72,82],"lightweight":[6],"transformer":[7],"architecture":[8],"to":[9,58,63],"segment":[10],"land":[11],"water":[13],"detect":[15],"coastlines":[16],"using":[17],"Sentinel-2":[18],"satellite":[19],"multispectral":[20],"images.":[21,65],"To":[22],"address":[23],"the":[24,42,60,74],"quadratic":[25],"complexity":[26],"caused":[27],"by":[28],"long":[29],"patch":[30],"embedding":[31],"sequence":[32],"length,":[33],"we":[34],"propose":[35],"a":[36],"novel":[37],"self-attention":[39],"that":[40],"utilizes":[41],"associative":[43],"properties":[44],"of":[45],"matrix":[46],"multiplication.":[47],"A":[48],"feature":[49],"fusion":[50],"module":[51],"(FFM)":[52],"without":[53],"additional":[54],"parameters":[55],"is":[56],"introduced":[57],"enhance":[59],"decoder\u2019s":[61],"ability":[62],"reconstruct":[64],"The":[66,87],"proposed":[67],"method":[68],"detects":[69],"coastline":[70],"accurately":[71],"outperforms":[73],"baseline":[75],"approach":[76],"with":[77],"24":[78],"times":[79,84],"lower":[80],"complexities":[81],"3":[83],"fewer":[85],"parameters.":[86],"high":[88],"efficiency":[89],"makes":[90],"it":[91],"suitable":[92],"for":[93],"resource-constrained":[94],"devices.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
