{"id":"https://openalex.org/W4392454867","doi":"https://doi.org/10.3233/jifs-234127","title":"Towards lightweight military object detection","display_name":"Towards lightweight military object detection","publication_year":2024,"publication_date":"2024-03-05","ids":{"openalex":"https://openalex.org/W4392454867","doi":"https://doi.org/10.3233/jifs-234127"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-234127","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-234127","pdf_url":null,"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 &amp; Fuzzy Systems","raw_type":"journal-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/A5100363805","display_name":"Zhigang Li","orcid":"https://orcid.org/0000-0002-6230-6959"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Li","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094068231","display_name":"Wenhao Nian","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Nian","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062527700","display_name":"Xiaochuan Sun","orcid":"https://orcid.org/0000-0002-5101-5953"},"institutions":[{"id":"https://openalex.org/I154341788","display_name":"Tangshan College","ror":"https://ror.org/00rfn0469","country_code":"CN","type":"education","lineage":["https://openalex.org/I154341788"]},{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochuan Sun","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Key Laboratory of Industrial Intelligent Perception, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I154341788"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100728145","display_name":"Shujie Li","orcid":"https://orcid.org/0000-0002-6525-2706"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shujie Li","raw_affiliation_strings":["College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China"],"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, North China University of Science and Technology, Tangshan, Hebei, P.R. China","institution_ids":["https://openalex.org/I137506752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100728145"],"corresponding_institution_ids":["https://openalex.org/I137506752"],"apc_list":null,"apc_paid":null,"fwci":0.2632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46593259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"46","issue":"4","first_page":"10329","last_page":"10343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.998199999332428,"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":0.998199999332428,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.996999979019165,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.649632453918457},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.46152061223983765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3922331631183624},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3816324770450592},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.37911349534988403}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.649632453918457},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.46152061223983765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3922331631183624},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3816324770450592},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.37911349534988403}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-234127","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-234127","pdf_url":null,"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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2796975587","https://openalex.org/W3171142552","https://openalex.org/W3175148838","https://openalex.org/W4220764952","https://openalex.org/W4296079260","https://openalex.org/W4304606344","https://openalex.org/W4311001968"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Military":[0],"object":[1,3,31],"military":[2,30],"detection":[4,32,83,141,148],"technology":[5],"serves":[6],"as":[7,65],"the":[8,95,116],"foundation":[9],"and":[10,15,24,38,68,115,143],"critical":[11],"component":[12],"for":[13,56],"reconnaissance":[14,69],"command":[16],"decision-making,":[17],"playing":[18],"a":[19,47,81,123],"significant":[20,138],"role":[21],"in":[22,44,90,111,140],"information-based":[23],"intelligent":[25],"warfare.":[26],"However,":[27],"many":[28],"existing":[29],"models":[33,45],"focus":[34],"on":[35,58],"exploring":[36],"deeper":[37],"more":[39,99,103],"complex":[40],"architectures,":[41],"which":[42],"results":[43,130],"with":[46],"large":[48],"number":[49],"of":[50],"parameters.":[51],"This":[52],"makes":[53],"them":[54],"unsuitable":[55],"inference":[57],"mobile":[59],"or":[60],"resource-constrained":[61],"combat":[62,66],"equipment,":[63],"such":[64],"helmets":[67],"Unmanned":[70],"Aerial":[71],"Vehicles":[72],"(UAVs).":[73],"To":[74],"tackle":[75],"this":[76,78],"problem,":[77],"paper":[79],"proposes":[80],"lightweight":[82,100,124,135],"framework.":[84],"A":[85],"CSP-GhostnetV2":[86],"module":[87],"is":[88],"proposed":[89,117,134],"our":[91,133],"method":[92],"to":[93,107,121,146],"make":[94],"feature":[96,125],"extraction":[97],"network":[98],"while":[101],"extracting":[102],"effective":[104],"information.":[105],"Furthermore,":[106],"fuse":[108],"multiscale":[109],"information":[110],"low-computational":[112],"scenarios,":[113],"GSConv":[114],"CSP-RepGhost":[118],"are":[119],"used":[120],"form":[122],"aggregation":[126],"network.":[127],"The":[128],"experimental":[129],"demonstrate":[131],"that":[132],"model":[136],"has":[137],"advantages":[139],"accuracy":[142],"efficiency":[144],"compared":[145],"other":[147],"algorithms.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
