{"id":"https://openalex.org/W3004231297","doi":"https://doi.org/10.1117/12.2559945","title":"A ship target tracking algorithm based on deep learning and multiple features","display_name":"A ship target tracking algorithm based on deep learning and multiple features","publication_year":2020,"publication_date":"2020-01-31","ids":{"openalex":"https://openalex.org/W3004231297","doi":"https://doi.org/10.1117/12.2559945","mag":"3004231297"},"language":"en","primary_location":{"id":"doi:10.1117/12.2559945","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2559945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Twelfth International Conference on Machine Vision (ICMV 2019)","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/A5114139667","display_name":"Yongmei Zhang","orcid":"https://orcid.org/0000-0001-5025-7873"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongmei Zhang","raw_affiliation_strings":["North China Univ. of Technology (China)"],"affiliations":[{"raw_affiliation_string":"North China Univ. of Technology (China)","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619970","display_name":"Jie Shu","orcid":"https://orcid.org/0000-0002-9879-4587"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Shu","raw_affiliation_strings":["North China Univ. of Technology (China)"],"affiliations":[{"raw_affiliation_string":"North China Univ. of Technology (China)","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057565091","display_name":"Lei Hu","orcid":"https://orcid.org/0000-0001-9481-4176"},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Hu","raw_affiliation_strings":["Jiangxi Normal Univ. (China)"],"affiliations":[{"raw_affiliation_string":"Jiangxi Normal Univ. (China)","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062337989","display_name":"Qi Zhou","orcid":"https://orcid.org/0000-0001-6383-6452"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhou","raw_affiliation_strings":["North China Univ. of Technology (China)"],"affiliations":[{"raw_affiliation_string":"North China Univ. of Technology (China)","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082804244","display_name":"Zhirong Du","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhirong Du","raw_affiliation_strings":["North China Univ. of Technology (China)"],"affiliations":[{"raw_affiliation_string":"North China Univ. of Technology (China)","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5114139667"],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":null,"apc_paid":null,"fwci":2.1184,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85372693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"138","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9110000133514404,"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/T11622","display_name":"Maritime Navigation and Safety","score":0.9110000133514404,"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/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.9128987789154053},{"id":"https://openalex.org/keywords/ransac","display_name":"RANSAC","score":0.8207452297210693},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7077123522758484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6838569641113281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6764631867408752},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5800565481185913},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5408146977424622},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.534015953540802},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5164957046508789},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature matching","score":0.49783992767333984},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.460276335477829},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4486973285675049},{"id":"https://openalex.org/keywords/blossom-algorithm","display_name":"Blossom algorithm","score":0.4341728687286377},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3446827530860901},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16580736637115479},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14805102348327637}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.9128987789154053},{"id":"https://openalex.org/C114744707","wikidata":"https://www.wikidata.org/wiki/Q218533","display_name":"RANSAC","level":3,"score":0.8207452297210693},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7077123522758484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6838569641113281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6764631867408752},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5800565481185913},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5408146977424622},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.534015953540802},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5164957046508789},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.49783992767333984},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.460276335477829},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4486973285675049},{"id":"https://openalex.org/C61455927","wikidata":"https://www.wikidata.org/wiki/Q1030529","display_name":"Blossom algorithm","level":3,"score":0.4341728687286377},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3446827530860901},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16580736637115479},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14805102348327637},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2559945","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2559945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Twelfth International Conference on Machine Vision (ICMV 2019)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2912782527","https://openalex.org/W2002904063","https://openalex.org/W2184781617","https://openalex.org/W2559085038","https://openalex.org/W2724122122","https://openalex.org/W2410884360","https://openalex.org/W2032794652","https://openalex.org/W2613823046","https://openalex.org/W2735563939","https://openalex.org/W2368163588"],"abstract_inverted_index":{"In":[0],"videos,":[1],"the":[2,7,15,19,22,26,32,56,69,72,75,82,106,121,140,154,180],"waves,":[3],"floating":[4],"objects":[5,12],"on":[6,51],"sea,":[8],"peaks,":[9],"and":[10,25,54,62,94,105,113,126,145,172,188],"other":[11],"passing":[13],"by":[14,31,81,159],"ships":[16,27,77],"may":[17],"cause":[18],"shielding":[20],"of":[21,74,123,129,142],"interest":[23],"objects,":[24],"are":[28,157],"often":[29],"disturbed":[30],"same":[33,76],"color":[34],"background,":[35],"which":[36,116],"will":[37],"easily":[38],"lead":[39],"to":[40,67,87,119,138,167],"tracking":[41,48,181],"failure.":[42],"This":[43],"paper":[44],"presents":[45],"a":[46],"ship":[47,64,89,96],"algorithm":[49,57,86,98,135,182],"based":[50],"deep":[52],"learning":[53],"multi-feature,":[55],"utilizes":[58],"an":[59],"improved":[60,83,92,137],"YOLO":[61,93,101,130],"multi-feature":[63,95],"detection":[65,97],"method":[66,102,108],"detect":[68],"ships,":[70],"establishes":[71],"correlation":[73],"among":[78],"different":[79],"frames":[80],"SIFT":[84,133,151,155,169],"matching":[85,134,152,171],"realize":[88],"tracking.":[90],"The":[91,176],"is":[99,103,109,117,136,165],"proposed,":[100],"optimized,":[104],"optimization":[107],"combined":[110],"with":[111],"HOG":[112],"LBP":[114],"features,":[115],"beneficial":[118],"solve":[120,139],"problems":[122,141],"easy":[124],"omission":[125],"inaccurate":[127],"positioning":[128],"network":[131],"detection.":[132],"lower":[143],"accuracy":[144],"too":[146],"long":[147],"time":[148],"for":[149],"traditional":[150],"algorithm,":[153],"features":[156],"reduced":[158],"MDS(multi-dimensional":[160],"scaling),":[161],"RANSAC(random":[162],"sample":[163],"consensus)":[164],"used":[166],"optimize":[168],"feature":[170],"effectively":[173],"eliminate":[174],"mismatching.":[175],"experiment":[177],"results":[178],"show":[179],"has":[183],"higher":[184],"accuracy,":[185],"stronger":[186],"robustness":[187],"better":[189],"real-time.":[190]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}