{"id":"https://openalex.org/W4405934651","doi":"https://doi.org/10.1109/jstars.2024.3524402","title":"A Lightweight Network for Ship Detection in SAR Images Based on Edge Feature Aware and Fusion","display_name":"A Lightweight Network for Ship Detection in SAR Images Based on Edge Feature Aware and Fusion","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405934651","doi":"https://doi.org/10.1109/jstars.2024.3524402"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3524402","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524402","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/jstars.2024.3524402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yuming Li","orcid":"https://orcid.org/0009-0007-0770-4237"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuming Li","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0007-0770-4237","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642607","display_name":"Jin Liu","orcid":"https://orcid.org/0000-0001-7249-698X"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Liu","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7249-698X","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101802308","display_name":"Xingye Li","orcid":"https://orcid.org/0000-0002-5727-8877"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingye Li","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5727-8877","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiliang Zhang","orcid":"https://orcid.org/0000-0001-8529-1350"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiliang Zhang","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8529-1350","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086049872","display_name":"Zhongdai Wu","orcid":"https://orcid.org/0009-0001-3388-9446"},"institutions":[{"id":"https://openalex.org/I4210097049","display_name":"Shanghai Ship and Shipping Research Institute","ror":"https://ror.org/00z9npm78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210097049"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongdai Wu","raw_affiliation_strings":["Shanghai Ship and Shipping Research Institute Company Ltd., Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-3388-9446","affiliations":[{"raw_affiliation_string":"Shanghai Ship and Shipping Research Institute Company Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210097049"]}]},{"author_position":"last","author":{"id":null,"display_name":"Bing Han","orcid":"https://orcid.org/0000-0002-3020-3015"},"institutions":[{"id":"https://openalex.org/I4210097049","display_name":"Shanghai Ship and Shipping Research Institute","ror":"https://ror.org/00z9npm78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210097049"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Han","raw_affiliation_strings":["Shanghai Ship and Shipping Research Institute Company Ltd., Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3020-3015","affiliations":[{"raw_affiliation_string":"Shanghai Ship and Shipping Research Institute Company Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210097049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":13.9204,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.98384814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"3782","last_page":"3796"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10036","display_name":"Advanced Neural Network Applications","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7267414331436157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5717495679855347},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5717376470565796},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5537360310554504},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5459293127059937},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.534796416759491},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.5213088393211365},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49918150901794434},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.455051988363266},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4336310625076294},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.41132238507270813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3727673888206482},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2623211145401001},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19199255108833313}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7267414331436157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5717495679855347},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5717376470565796},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5537360310554504},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5459293127059937},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.534796416759491},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.5213088393211365},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49918150901794434},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.455051988363266},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4336310625076294},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.41132238507270813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3727673888206482},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2623211145401001},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19199255108833313},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3524402","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524402","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:1e5e887f625945f2b7e18f2a3ce0a733","is_oa":true,"landing_page_url":"https://doaj.org/article/1e5e887f625945f2b7e18f2a3ce0a733","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 3782-3796 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3524402","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524402","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2102605133","https://openalex.org/W2300242332","https://openalex.org/W2554302513","https://openalex.org/W2565639579","https://openalex.org/W2883780447","https://openalex.org/W2962721361","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963351448","https://openalex.org/W2963857746","https://openalex.org/W2964241181","https://openalex.org/W2982083293","https://openalex.org/W2989604896","https://openalex.org/W3034513523","https://openalex.org/W3034940165","https://openalex.org/W3034971973","https://openalex.org/W3035414587","https://openalex.org/W3207877247","https://openalex.org/W3208019692","https://openalex.org/W4205338556","https://openalex.org/W4206351484","https://openalex.org/W4207076822","https://openalex.org/W4212781487","https://openalex.org/W4285006206","https://openalex.org/W4285166851","https://openalex.org/W4285278903","https://openalex.org/W4285294301","https://openalex.org/W4286837396","https://openalex.org/W4289752563","https://openalex.org/W4292553542","https://openalex.org/W4310379039","https://openalex.org/W4313022244","https://openalex.org/W4323022547","https://openalex.org/W4327785494","https://openalex.org/W4385422915","https://openalex.org/W4386076325","https://openalex.org/W4386472802","https://openalex.org/W4386473010","https://openalex.org/W4387717426","https://openalex.org/W4388116458","https://openalex.org/W4389104751","https://openalex.org/W4389961014","https://openalex.org/W4390494419","https://openalex.org/W4391582501","https://openalex.org/W4392187896","https://openalex.org/W4400188626","https://openalex.org/W4402658478","https://openalex.org/W4402661233","https://openalex.org/W4403722070","https://openalex.org/W4403770406","https://openalex.org/W4404297277","https://openalex.org/W6677103964","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3214791684","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872"],"abstract_inverted_index":{"Recently,":[0],"with":[1,219],"the":[2,16,76,80,189,213,229],"increasing":[3],"adoption":[4],"of":[5,18,191,207,224],"synthetic":[6],"aperture":[7],"radar":[8],"(SAR)":[9],"ship":[10,93,164],"detection":[11,19,72,110],"methods":[12,20],"on":[13,40,113,174,199,212],"mobile":[14],"platforms,":[15],"lightweighting":[17],"has":[21],"become":[22],"a":[23,59,64,107,134,140,169,175,220,234],"research":[24],"focus.":[25],"Despite":[26],"certain":[27],"achievements,":[28],"there":[29],"are":[30,89,98],"still":[31],"several":[32],"limitations:":[33],"1)":[34],"Existing":[35],"studies":[36],"have":[37],"mainly":[38],"focused":[39],"reducing":[41],"model":[42,181,221],"complexity":[43],"through":[44],"shallow":[45],"network":[46,78,131],"structures.":[47],"However,":[48],"this":[49],"approach":[50],"frequently":[51],"results":[52],"in":[53,85],"performance":[54],"degradation,":[55],"as":[56],"they":[57],"neglected":[58],"thorough":[60],"investigation":[61],"into":[62],"achieving":[63,203],"better":[65],"balance":[66],"point":[67],"between":[68],"inference":[69],"speed":[70],"and":[71,117,210,216,228],"accuracy.":[73],"2)":[74],"Under":[75],"lightweight":[77,109,141],"structure,":[79],"rich":[81],"edge":[82,114,123],"features":[83],"contained":[84],"SAR":[86],"images,":[87],"which":[88,154],"crucial":[90],"for":[91,233],"distinguishing":[92],"targets":[94],"from":[95],"complex":[96],"backgrounds,":[97],"often":[99],"underutilized.":[100],"To":[101,187],"address":[102],"these":[103],"issues,":[104],"we":[105,125,167,195],"propose":[106,168],"novel":[108],"method":[111],"based":[112,173],"feature":[115,142],"aware":[116],"fusion.":[118],"Specifically,":[119],"to":[120,179],"effectively":[121],"extract":[122],"feature,":[124],"introduce":[126],"an":[127],"Edge":[128],"Feature-Aware":[129],"(EFA)":[130],"that":[132],"incorporates":[133],"multiscale":[135],"channel":[136],"attention":[137],"module.":[138],"Furthermore,":[139],"fusion":[143],"network,":[144],"Filter-Pruned":[145],"Bi-directional":[146],"Feature":[147],"Pyramid":[148],"Network":[149],"(FP-BiFPN),":[150],"is":[151,237],"carefully":[152],"designed,":[153],"can":[155],"not":[156],"only":[157,225],"suppresses":[158],"background":[159],"information,":[160],"but":[161],"also":[162],"accentuates":[163],"targets.":[165],"Finally,":[166],"selective":[170],"quantization":[171],"algorithm":[172],"bit-width":[176],"selection":[177],"mechanism":[178],"reduce":[180],"memory":[182],"usage":[183],"without":[184],"compromising":[185],"performance.":[186],"validate":[188],"superiority":[190],"our":[192],"proposed":[193],"method,":[194],"conduct":[196],"extensive":[197],"experiments":[198],"multiple":[200],"public":[201],"datasets,":[202],"average":[204],"accuracy":[205],"scores":[206],"94.2%,":[208],"97.6%,":[209],"97.7%":[211],"HRSID,":[214],"SAR-Ship-Dataset,":[215],"SSDD,":[217],"respectively,":[218],"parameter":[222],"size":[223],"3.36":[226],"M,":[227],"fastest":[230],"processing":[231],"time":[232],"single":[235],"frame":[236],"7.2":[238],"ms.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
