{"id":"https://openalex.org/W4409580927","doi":"https://doi.org/10.1109/lgrs.2025.3562182","title":"Fine-Tuning SAM for Forward-Looking Sonar With Collaborative Prompts and Embedding","display_name":"Fine-Tuning SAM for Forward-Looking Sonar With Collaborative Prompts and Embedding","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409580927","doi":"https://doi.org/10.1109/lgrs.2025.3562182"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3562182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3562182","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/A5027386354","display_name":"Jiayuan Li","orcid":"https://orcid.org/0009-0000-3780-5652"},"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":"Jiayuan Li","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0000-3780-5652","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003378750","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0002-5765-0827"},"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":"Zhen Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-5765-0827","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008716861","display_name":"Nan Xu","orcid":"https://orcid.org/0000-0001-9912-2347"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Xu","raw_affiliation_strings":["School of Geography and Remote Sensing, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9912-2347","affiliations":[{"raw_affiliation_string":"School of Geography and Remote Sensing, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019805735","display_name":"Zhu\u2010Hong You","orcid":"https://orcid.org/0000-0003-1266-2696"},"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":"Zhuhong You","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-1266-2696","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5079,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95200439,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T13293","display_name":"Engineering and Test Systems","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.731488823890686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6439682245254517},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5985869765281677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2978200614452362}],"concepts":[{"id":"https://openalex.org/C555745239","wikidata":"https://www.wikidata.org/wiki/Q133220","display_name":"Sonar","level":2,"score":0.731488823890686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6439682245254517},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5985869765281677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2978200614452362}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3562182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3562182","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/G2470170655","display_name":null,"funder_award_id":"61671465","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4361062057","display_name":null,"funder_award_id":"62172338","funder_id":"https://openalex.org/F4320334953","funder_display_name":"China National Funds for Distinguished Young Scientists"},{"id":"https://openalex.org/G4877271938","display_name":null,"funder_award_id":"2024M754225","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5697877887","display_name":null,"funder_award_id":"62325308","funder_id":"https://openalex.org/F4320317137","funder_display_name":"Natural Science Foundation for Distinguished Young Scholars of Anhui Province"},{"id":"https://openalex.org/G7915789691","display_name":null,"funder_award_id":"62172338","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8170104196","display_name":null,"funder_award_id":"2024M754225","funder_id":"https://openalex.org/F4320335443","funder_display_name":"Postdoctoral Research Foundation of China"},{"id":"https://openalex.org/G8268044709","display_name":null,"funder_award_id":"20240103","funder_id":"https://openalex.org/F4320325079","funder_display_name":"Xi'an Municipal Bureau of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320317137","display_name":"Natural Science Foundation for Distinguished Young Scholars of Anhui Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320325079","display_name":"Xi'an Municipal Bureau of Science and Technology","ror":"https://ror.org/02rn5dn49"},{"id":"https://openalex.org/F4320334953","display_name":"China National Funds for Distinguished Young Scientists","ror":"https://ror.org/01pab2602"},{"id":"https://openalex.org/F4320335443","display_name":"Postdoctoral Research Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2395611524","https://openalex.org/W2560023338","https://openalex.org/W2787091153","https://openalex.org/W3163324518","https://openalex.org/W3195424217","https://openalex.org/W4214893857","https://openalex.org/W4224330402","https://openalex.org/W4313156423","https://openalex.org/W4321232185","https://openalex.org/W4383221829","https://openalex.org/W4385245566","https://openalex.org/W4385481295","https://openalex.org/W4386634500","https://openalex.org/W4389430914","https://openalex.org/W4390874575","https://openalex.org/W4392061582","https://openalex.org/W4394744904","https://openalex.org/W4396628221","https://openalex.org/W4401113542","https://openalex.org/W4404371434","https://openalex.org/W6791353385","https://openalex.org/W6797399245","https://openalex.org/W6861387779","https://openalex.org/W6867176674"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3199220297","https://openalex.org/W2137769200","https://openalex.org/W2070821970","https://openalex.org/W2032962400","https://openalex.org/W2952608638","https://openalex.org/W1996172652","https://openalex.org/W2911323905"],"abstract_inverted_index":{"The":[0,27,167],"Segment":[1],"Anything":[2],"Model":[3],"(SAM)":[4],"represents":[5],"a":[6,66],"significant":[7],"advancement":[8],"in":[9,31],"semantic":[10],"segmentation,":[11,102],"particularly":[12],"for":[13,46,156],"natural":[14],"images,":[15,38,158],"but":[16],"encounters":[17],"notable":[18],"limitations":[19],"when":[20],"applied":[21],"to":[22,70,117,139],"forward-looking":[23],"sonar":[24,80],"(FLS)":[25],"images.":[26],"primary":[28],"challenges":[29],"lie":[30],"the":[32,41,51,91,122,141],"inherent":[33],"boundary":[34,48,87,115,161],"ambiguity":[35,162],"of":[36,43,53,124,143],"FLS":[37,157],"which":[39,113],"complicates":[40],"use":[42],"prompt":[44,77,94,165],"strategies":[45],"accurate":[47],"delineation,":[49],"and":[50,58,79,86,96,111,120,136,163,170],"lack":[52],"effective":[54],"interaction":[55],"between":[56],"prompts":[57,125],"image":[59,118,127],"features.":[60],"In":[61],"this":[62],"letter,":[63],"we":[64,103],"introduce":[65],"collaborative":[67],"prompting":[68],"strategy":[69],"address":[71],"these":[72],"issues":[73],"by":[74],"generating":[75],"dense":[76,93],"embeddings":[78],"tokens":[81],"that":[82,149],"focus":[83],"on":[84,109,175],"contour":[85],"features,":[88],"thereby":[89],"replacing":[90],"original":[92],"embedding":[95,105],"IoU":[97],"token.":[98],"To":[99],"further":[100],"enhance":[101],"employ":[104],"compensation":[106],"techniques":[107],"based":[108],"Mamba":[110],"KAN,":[112],"increase":[114],"information":[116],"embedings":[119],"improve":[121],"fusion":[123],"within":[126],"embeddings.":[128],"We":[129],"conducted":[130],"comprehensive":[131],"experiments,":[132],"including":[133],"comparative":[134],"analyses":[135],"ablation":[137],"studies,":[138],"validate":[140],"superiority":[142],"our":[144,150],"proposed":[145],"approach.":[146],"Results":[147],"show":[148],"method":[151],"significantly":[152],"improves":[153],"segmentation":[154],"performance":[155],"effectively":[159],"addressing":[160],"optimizing":[164],"utilization.":[166],"source":[168],"code":[169],"dataset":[171],"will":[172],"be":[173],"available":[174],"https://github.com/darkseid-arch/FLSSAM.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
