{"id":"https://openalex.org/W4388304828","doi":"https://doi.org/10.3233/jifs-231423","title":"An improved SSD lightweight network with coordinate attention for aircraft target recognition in scene videos","display_name":"An improved SSD lightweight network with coordinate attention for aircraft target recognition in scene videos","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388304828","doi":"https://doi.org/10.3233/jifs-231423"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-231423","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-231423","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs231423?id=journal-of-intelligent-and-fuzzy-systems%2Fifs231423","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs231423?id=journal-of-intelligent-and-fuzzy-systems%2Fifs231423","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100710867","display_name":"Weidong Li","orcid":"https://orcid.org/0000-0001-5559-7834"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Li","raw_affiliation_strings":["Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046362454","display_name":"Zhenying Li","orcid":"https://orcid.org/0000-0003-2100-7458"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenying Li","raw_affiliation_strings":["Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050021374","display_name":"Chisheng Wang","orcid":"https://orcid.org/0000-0003-3489-173X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chisheng Wang","raw_affiliation_strings":["Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, MNR, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, MNR, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008794919","display_name":"Xuehai Zhang","orcid":"https://orcid.org/0000-0001-7734-706X"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehai Zhang","raw_affiliation_strings":["Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036258153","display_name":"Jinlong Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong Duan","raw_affiliation_strings":["Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Henan Key Laboratory of Grain Photoelectric Detection and Control, Henan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]},{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control (Henan University of Technology), Ministry of Education, Zhengzhou, China","institution_ids":["https://openalex.org/I36152291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5614,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68785261,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"46","issue":"1","first_page":"355","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.7734373807907104},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6209803819656372},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6058313846588135},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5531041026115417},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4289627969264984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.402942419052124},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40104347467422485},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3520978093147278},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33597034215927124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734373807907104},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6209803819656372},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6058313846588135},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5531041026115417},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4289627969264984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.402942419052124},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40104347467422485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3520978093147278},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33597034215927124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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":1,"locations":[{"id":"doi:10.3233/jifs-231423","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-231423","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs231423?id=journal-of-intelligent-and-fuzzy-systems%2Fifs231423","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/jifs-231423","is_oa":true,"landing_page_url":"https://doi.org/10.3233/jifs-231423","pdf_url":"https://content.iospress.com:443/download/journal-of-intelligent-and-fuzzy-systems/ifs231423?id=journal-of-intelligent-and-fuzzy-systems%2Fifs231423","source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322878","display_name":"Henan University","ror":"https://ror.org/003xyzq10"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388304828.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W639708223","https://openalex.org/W2109255472","https://openalex.org/W2794398677","https://openalex.org/W2903829201","https://openalex.org/W2913087080","https://openalex.org/W2941119526","https://openalex.org/W2944303778","https://openalex.org/W2951527505","https://openalex.org/W2960155470","https://openalex.org/W2963011882","https://openalex.org/W2963037989","https://openalex.org/W2963156262","https://openalex.org/W2963377935","https://openalex.org/W2970815987","https://openalex.org/W2978822778","https://openalex.org/W2979344115","https://openalex.org/W3004492228","https://openalex.org/W3034553879","https://openalex.org/W3106250896","https://openalex.org/W4205536855","https://openalex.org/W4283172030","https://openalex.org/W4283819695","https://openalex.org/W4293089022","https://openalex.org/W4296260519","https://openalex.org/W4317761551","https://openalex.org/W4385380749","https://openalex.org/W6618372016","https://openalex.org/W6620707391","https://openalex.org/W6628973269","https://openalex.org/W6682137061","https://openalex.org/W6742825627","https://openalex.org/W6785652829","https://openalex.org/W6838547022","https://openalex.org/W6848649442","https://openalex.org/W6855323006"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2056912418","https://openalex.org/W2112208972","https://openalex.org/W2123759770","https://openalex.org/W2033213769","https://openalex.org/W2811390910","https://openalex.org/W4312376745","https://openalex.org/W2768048376","https://openalex.org/W2082269393"],"abstract_inverted_index":{"Accurate":[0],"identification":[1],"and":[2,16,47,58,114,124,136,200,220,236,239,249,270],"monitoring":[3,61],"of":[4,20,110,133,141,165,190,226,289],"aircraft":[5,21,41,43,53,72,135,193,290],"on":[6,84,291],"the":[7,18,33,52,92,120,125,131,139,161,166,172,180,187,216,223,227,240,254,257,265,271,284],"airport":[8,34,75,191,292],"surface":[9,35],"can":[10,281],"assist":[11],"managers":[12],"in":[13,74,78,168,194],"rational":[14],"scheduling":[15],"reduce":[17],"probability":[19],"conflicts,":[22],"an":[23],"important":[24],"application":[25],"value":[26],"for":[27,70,286],"constructing":[28],"a":[29,66,95],"\"smart":[30],"airport.\"":[31],"For":[32],"video":[36,71,77],"monitoring,":[37],"there":[38],"are":[39,260],"small":[40,142],"targets,":[42],"obscuring":[44],"each":[45],"other,":[46],"affected":[48],"by":[49,233,246,262,276],"different":[50,206],"weather,":[51],"target":[54],"clarity":[55],"is":[56,81,177,268,274],"low,":[57],"other":[59],"complex":[60,79,169,195,207],"problems.":[62],"In":[63],"this":[64],"paper,":[65],"lightweight":[67,96],"model":[68,93,229,241,258],"network":[69,86,99,167,176],"recognition":[73,188],"field":[76,192],"environments":[80],"proposed":[82],"based":[83],"SSD":[85,182],"incorporating":[87],"coordinate":[88,121],"attention":[89,122,127],"mechanism.":[90],"First,":[91],"designs":[94],"feature":[97,102,106,149,153,162,174],"extraction":[98,103,107,163,175],"with":[100,155,215,253],"five":[101],"layers.":[104],"Each":[105],"layer":[108],"consists":[109],"two":[111],"modules,":[112],"Block_A":[113,117],"Block_I.":[115],"The":[116,144,210],"module":[118,146],"incorporates":[119],"mechanism":[123,128],"channel":[126],"to":[129,137,151,159,179,202],"improve":[130],"detection":[132,140,183,224,266,272,288],"obscured":[134],"enhance":[138,160],"targets.":[143],"Block_I":[145],"uses":[147],"multi-scale":[148],"fusion":[150],"extract":[152],"information":[154],"rich":[156],"semantic":[157],"meaning":[158],"capability":[164],"environments.":[170,196],"Then,":[171],"designed":[173],"applied":[178],"improved":[181,228],"algorithm,":[184],"which":[185,280],"enhances":[186],"accuracy":[189,225,267],"It":[197],"was":[198],"tested":[199],"subjected":[201],"ablation":[203],"experiments":[204],"under":[205],"weather":[208],"conditions.":[209],"results":[211],"show":[212],"that":[213],"compared":[214],"Faster":[217],"R-CNN,":[218],"SSD,":[219],"YOLOv3":[221],"models,":[222],"has":[230],"been":[231,244],"increased":[232,275],"3.2%,":[234],"14.3%,":[235],"10.9%,":[237],"respectively,":[238],"parameters":[242,259],"have":[243],"reduced":[245,261],"83.9%,":[247],"73.1%,":[248],"78.2%":[250],"respectively.":[251],"Compared":[252],"YOLOv5":[255],"model,":[256],"38.9%":[263],"when":[264],"close,":[269],"speed":[273],"24.4%,":[277],"reaching":[278],"38.2fps,":[279],"well":[282],"meet":[283],"demand":[285],"real-time":[287],"surfaces.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}