{"id":"https://openalex.org/W3174869695","doi":"https://doi.org/10.3390/s21134453","title":"SAVSDN: A Scene-Aware Video Spark Detection Network for Aero Engine Intelligent Test","display_name":"SAVSDN: A Scene-Aware Video Spark Detection Network for Aero Engine Intelligent Test","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3174869695","doi":"https://doi.org/10.3390/s21134453","mag":"3174869695","pmid":"https://pubmed.ncbi.nlm.nih.gov/34209907"},"language":"en","primary_location":{"id":"doi:10.3390/s21134453","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134453","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4453/pdf?version=1625130985","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/13/4453/pdf?version=1625130985","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050148195","display_name":"Jie Kou","orcid":"https://orcid.org/0000-0001-7160-1063"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Kou","raw_affiliation_strings":["School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076494264","display_name":"Xinman Zhang","orcid":"https://orcid.org/0000-0002-4381-7796"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinman Zhang","raw_affiliation_strings":["School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048524425","display_name":"Yuxuan Huang","orcid":"https://orcid.org/0000-0002-6100-406X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Huang","raw_affiliation_strings":["School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi\u2019an Jiaotong University, Xi\u2019an 710049, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438378","display_name":"Cong Zhang","orcid":"https://orcid.org/0000-0002-2263-830X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Cong Zhang","raw_affiliation_strings":["AECC Sichuan Gas Turbine Establishment, Mianyang 621000, China"],"affiliations":[{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment, Mianyang 621000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100438378"],"corresponding_institution_ids":[],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.1697,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47612602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"21","issue":"13","first_page":"4453","last_page":"4453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"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/T11317","display_name":"Fire dynamics and safety research","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/spark","display_name":"SPARK (programming language)","score":0.8408948183059692},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7460741400718689},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.565219521522522},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5632936954498291},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.507232666015625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46777692437171936},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.42420023679733276},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41861847043037415},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.25167518854141235},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.10798999667167664},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08412408828735352},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0817825198173523}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8408948183059692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7460741400718689},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.565219521522522},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5632936954498291},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.507232666015625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46777692437171936},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.42420023679733276},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41861847043037415},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25167518854141235},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.10798999667167664},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08412408828735352},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0817825198173523},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002118","descriptor_name":"Calcium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002118","descriptor_name":"Calcium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002118","descriptor_name":"Calcium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002118","descriptor_name":"Calcium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21134453","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134453","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4453/pdf?version=1625130985","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34209907","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34209907","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:e9e77d43c0ac4179ae58efb8519de13d","is_oa":true,"landing_page_url":"https://doaj.org/article/e9e77d43c0ac4179ae58efb8519de13d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 13, p 4453 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/13/4453/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21134453","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 13; Pages: 4453","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8271832","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8271832","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21134453","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134453","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4453/pdf?version=1625130985","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3174869695.pdf","grobid_xml":"https://content.openalex.org/works/W3174869695.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1438394822","https://openalex.org/W1548122905","https://openalex.org/W1583372434","https://openalex.org/W1976056157","https://openalex.org/W2046969149","https://openalex.org/W2054914426","https://openalex.org/W2063831395","https://openalex.org/W2107777165","https://openalex.org/W2132932172","https://openalex.org/W2146926380","https://openalex.org/W2184962292","https://openalex.org/W2525219084","https://openalex.org/W2560088827","https://openalex.org/W2783951406","https://openalex.org/W2806252395","https://openalex.org/W2898699680","https://openalex.org/W2904617485","https://openalex.org/W2962855257","https://openalex.org/W2963351448","https://openalex.org/W2963653352","https://openalex.org/W2964286567","https://openalex.org/W2980605888","https://openalex.org/W2988916019","https://openalex.org/W2994810768","https://openalex.org/W2995111833","https://openalex.org/W3001083904","https://openalex.org/W3034467781","https://openalex.org/W3097550038","https://openalex.org/W3108226879","https://openalex.org/W3132342445","https://openalex.org/W3175841511","https://openalex.org/W3206836360","https://openalex.org/W4221166276","https://openalex.org/W4243161102","https://openalex.org/W4256012692","https://openalex.org/W6679640558","https://openalex.org/W6686705387","https://openalex.org/W6825039060"],"related_works":["https://openalex.org/W2107680156","https://openalex.org/W2163719598","https://openalex.org/W3161919736","https://openalex.org/W2387018512","https://openalex.org/W4301184752","https://openalex.org/W2751422192","https://openalex.org/W1509797384","https://openalex.org/W1201576901","https://openalex.org/W1975949872","https://openalex.org/W2479386627"],"abstract_inverted_index":{"Due":[0],"to":[1,88,101,109,145],"carbon":[2],"deposits,":[3],"lean":[4],"flames,":[5],"or":[6],"damaged":[7],"metal":[8],"parts,":[9],"sparks":[10,23,125],"can":[11,117],"occur":[12],"in":[13,47,90,121,183],"aero":[14,136,162],"engine":[15,137,163],"chambers.":[16],"At":[17],"present,":[18],"the":[19,34,91,103,119,130,152,159],"detection":[20,61,178,182],"of":[21,64,106,132,135,185],"such":[22],"deeply":[24],"depends":[25],"on":[26,151],"laborious":[27],"manual":[28],"work.":[29],"Considering":[30],"that":[31,96,115],"interference":[32],"has":[33],"same":[35],"features":[36,105,123],"as":[37],"sparks,":[38],"almost":[39],"all":[40],"existing":[41],"object":[42,71,80],"detectors":[43,81],"cannot":[44],"replace":[45],"humans":[46],"carrying":[48],"out":[49],"high-precision":[50],"spark":[51,60,139,148,164,181],"detection.":[52],"In":[53,155,171],"this":[54],"paper,":[55],"we":[56,75,94,141,157,168],"propose":[57],"a":[58,133,143],"scene-aware":[59],"network,":[62],"consisting":[63],"an":[65],"information":[66],"fusion-based":[67],"cascading":[68],"video":[69,79],"codec-image":[70],"detector":[72],"structure,":[73],"which":[74,167],"name":[76,169],"SAVSDN.":[77],"Unlike":[78],"utilizing":[82],"candidate":[83],"boxes":[84],"from":[85],"adjacent":[86,107],"frames":[87,108],"assist":[89],"current":[92],"prediction,":[93],"find":[95],"efforts":[97],"should":[98],"be":[99],"made":[100],"extract":[102],"spatio-temporal":[104,122],"reduce":[110],"over-detection.":[111],"Visualization":[112],"experiments":[113],"show":[114],"SAVSDN":[116,174],"learn":[118],"difference":[120],"between":[124],"and":[126],"interference.":[127],"To":[128],"solve":[129],"problem":[131],"lack":[134],"anomalous":[138],"data,":[140],"introduce":[142],"method":[144],"generate":[146],"simulated":[147,161],"images":[149],"based":[150],"Gaussian":[153],"function.":[154],"addition,":[156],"publish":[158],"first":[160],"data":[165],"set,":[166],"SAES.":[170],"our":[172],"experiments,":[173],"far":[175],"outperformed":[176],"state-of-the-art":[177],"models":[179],"for":[180],"terms":[184],"five":[186],"metrics.":[187]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}