{"id":"https://openalex.org/W4392255726","doi":"https://doi.org/10.1145/3633637.3633671","title":"YOLOv7-ship: An Efficient Method for Marine Ship Detection Based on Wave Glider","display_name":"YOLOv7-ship: An Efficient Method for Marine Ship Detection Based on Wave Glider","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4392255726","doi":"https://doi.org/10.1145/3633637.3633671"},"language":"en","primary_location":{"id":"doi:10.1145/3633637.3633671","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633637.3633671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-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/A5089163140","display_name":"Xiujun Sun","orcid":"https://orcid.org/0000-0003-0565-5973"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiujun Sun","raw_affiliation_strings":["Physical Oceangraphy Laboratory, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0003-0565-5973","affiliations":[{"raw_affiliation_string":"Physical Oceangraphy Laboratory, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025797494","display_name":"Xudong Zhang","orcid":"https://orcid.org/0009-0005-0337-2293"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0009-0005-0337-2293","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115592204","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0003-4177-5462"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0003-4177-5462","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054145129","display_name":"Hongqiang Sang","orcid":"https://orcid.org/0000-0003-0619-6668"},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongqiang Sang","raw_affiliation_strings":["School of Mechanical Engineering and Tianjin Key Laboratory of Advanced Mechatronic Equipment Technology, Tiangong University, China"],"raw_orcid":"https://orcid.org/0000-0003-0619-6668","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Tianjin Key Laboratory of Advanced Mechatronic Equipment Technology, Tiangong University, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101702733","display_name":"Ying Zhou","orcid":"https://orcid.org/0000-0001-5973-8710"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhou","raw_affiliation_strings":["Institute for Advanced Ocean Study, Ocean University of China, China"],"raw_orcid":"https://orcid.org/0000-0001-5973-8710","affiliations":[{"raw_affiliation_string":"Institute for Advanced Ocean Study, Ocean University of China, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2749621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.996999979019165,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.98580002784729,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.98089998960495,"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/computer-science","display_name":"Computer science","score":0.7279278039932251},{"id":"https://openalex.org/keywords/glider","display_name":"Glider","score":0.6749562621116638},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.577427864074707},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.527768611907959},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4906963109970093},{"id":"https://openalex.org/keywords/search-and-rescue","display_name":"Search and rescue","score":0.43399131298065186},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.396955668926239},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3204442858695984},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.23330643773078918},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12155699729919434},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10662046074867249}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7279278039932251},{"id":"https://openalex.org/C73525677","wikidata":"https://www.wikidata.org/wiki/Q2396202","display_name":"Glider","level":2,"score":0.6749562621116638},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.577427864074707},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.527768611907959},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4906963109970093},{"id":"https://openalex.org/C2775935494","wikidata":"https://www.wikidata.org/wiki/Q741964","display_name":"Search and rescue","level":3,"score":0.43399131298065186},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.396955668926239},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3204442858695984},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.23330643773078918},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12155699729919434},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10662046074867249},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633637.3633671","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633637.3633671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"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":17,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2058798415","https://openalex.org/W2059291967","https://openalex.org/W2102605133","https://openalex.org/W2118726339","https://openalex.org/W2128272608","https://openalex.org/W2131729179","https://openalex.org/W2161934587","https://openalex.org/W2545574122","https://openalex.org/W2561260580","https://openalex.org/W2570343428","https://openalex.org/W2885291434","https://openalex.org/W2963037989","https://openalex.org/W3091865681","https://openalex.org/W3214938658","https://openalex.org/W4298850133","https://openalex.org/W4319336644"],"related_works":["https://openalex.org/W2622364010","https://openalex.org/W2146420162","https://openalex.org/W2393310714","https://openalex.org/W4308986245","https://openalex.org/W2561946090","https://openalex.org/W4389543637","https://openalex.org/W4388021252","https://openalex.org/W2160505973","https://openalex.org/W585747388","https://openalex.org/W4390682084"],"abstract_inverted_index":{"Ship":[0],"detection":[1,49,58,64,71,115,136,141,169],"based":[2,84],"on":[3,42,85,189],"wave":[4,196],"gliders":[5],"plays":[6],"an":[7],"important":[8],"role":[9],"in":[10,35,69,95,104,161,211],"tasks":[11],"such":[12,53],"as":[13,29,31,54],"maritime":[14,19],"patrols,":[15],"target":[16,135],"tracking,":[17],"and":[18,25,38,62,130,153,187,194,206],"traffic":[20],"control.":[21],"However,":[22],"the":[23,32,36,43,96,105,111,140,150,165,178,190],"complex":[24,117],"diverse":[26],"sea":[27],"environment,":[28],"well":[30],"large":[33],"differences":[34],"appearance":[37],"scale":[39],"of":[40,59,65,113,142,167,170],"ships":[41],"sea,":[44],"have":[45],"led":[46],"to":[47,99,109,138,163],"traditional":[48],"algorithms":[50],"experiencing":[51],"issues":[52],"false":[55,114],"detection,":[56],"missed":[57],"small":[60,134,143],"targets,":[61],"incomplete":[63,168],"ship":[66,70,80,171],"mast":[67],"areas":[68],"tasks.":[72],"To":[73],"alleviate":[74],"this":[75],"dilemma,":[76],"we":[77,88,122,146,181],"designed":[78,123,182],"a":[79,90,124,133],"detector":[81,180],"named":[82],"YOLOv7-ship":[83,179],"YOLOv7-tiny.":[86],"Firstly,":[87],"introduce":[89,147],"parameter-free":[91],"attention":[92,102],"module":[93],"(SimAM)":[94],"backbone":[97],"network":[98],"search":[100],"for":[101],"regions":[103],"scene,":[106],"thereby":[107],"helping":[108],"solve":[110,164],"problem":[112,166],"under":[116],"marine":[118],"environment":[119],"interference.":[120],"Secondly,":[121],"mixed":[125],"upsampling":[126],"feature":[127],"fusion":[128],"method":[129],"specifically":[131],"added":[132],"layer":[137],"enhance":[139],"targets.":[144],"Finally,":[145],"Wise-IOU":[148],"into":[149],"loss":[151],"function,":[152],"carry":[154],"out":[155],"different":[156],"gradient":[157],"gain":[158],"allocation":[159],"strategies":[160],"stages":[162],"mast.":[172],"The":[173],"experimental":[174],"results":[175],"show":[176],"that":[177],"achieves":[183],"[email":[184],"protected]":[185],"99.4%":[186],"81.1%":[188],"public":[191],"dataset":[192,198],"SeaShips":[193],"our":[195],"glider":[197],"WG-Ships,":[199],"respectively,":[200],"while":[201],"maintaining":[202],"real-time":[203],"inference":[204],"speed":[205],"outperforming":[207],"most":[208],"mainstream":[209],"models":[210],"performance.":[212]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
