{"id":"https://openalex.org/W4402770479","doi":"https://doi.org/10.1109/access.2024.3460764","title":"YOLOv8-SAB: Terahertz Image Detection Network Based on Shuffle Attention and YOLOv8","display_name":"YOLOv8-SAB: Terahertz Image Detection Network Based on Shuffle Attention and YOLOv8","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402770479","doi":"https://doi.org/10.1109/access.2024.3460764"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3460764","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3460764","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/access.2024.3460764","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101394811","display_name":"Yu Jiang","orcid":"https://orcid.org/0009-0003-9603-8205"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Jiang","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103270950","display_name":"Yizhang Li","orcid":"https://orcid.org/0000-0002-8085-2742"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhang Li","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751418","display_name":"Zhongmin Wang","orcid":"https://orcid.org/0000-0001-9047-4645"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongmin Wang","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023267084","display_name":"Feng Qi","orcid":"https://orcid.org/0000-0003-0962-8331"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Qi","raw_affiliation_strings":["Shenyang Institute of Automation, Chinese Academy of Sciences, China"],"affiliations":[{"raw_affiliation_string":"Shenyang Institute of Automation, Chinese Academy of Sciences, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035593069","display_name":"Fenggui Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fenggui Wang","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115597767","display_name":"Yongsheng Liu","orcid":"https://orcid.org/0000-0002-7345-2628"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongsheng Liu","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101913240","display_name":"Tao Chen","orcid":"https://orcid.org/0009-0000-9755-0639"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Chen","raw_affiliation_strings":["Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of UWB & THz of Shandong Academy of Sciences, Qilu University of Technology (Shandong Academy of Sciences), Institute of Automation, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I4210112150","https://openalex.org/I152269853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101394811"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210112150","https://openalex.org/I4210142748"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4295,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66067704,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.7135000228881836,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.7135000228881836,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.6694999933242798,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/terahertz-radiation","display_name":"Terahertz radiation","score":0.7654178142547607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400461196899414},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46664053201675415},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3778289258480072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3495338261127472},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.16121524572372437},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13149195909500122}],"concepts":[{"id":"https://openalex.org/C107816215","wikidata":"https://www.wikidata.org/wiki/Q647887","display_name":"Terahertz radiation","level":2,"score":0.7654178142547607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400461196899414},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46664053201675415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3778289258480072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3495338261127472},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.16121524572372437},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13149195909500122}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3460764","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3460764","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2698713b09c44707bc791cdb3ff56f16","is_oa":true,"landing_page_url":"https://doaj.org/article/2698713b09c44707bc791cdb3ff56f16","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 133328-133338 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3460764","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3460764","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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":{"The":[0],"limited":[1],"accuracy":[2],"of":[3,16,42,74,93,113,187],"detecting":[4],"small":[5,44,75,133,155],"objects":[6,156,170],"with":[7],"current":[8],"AI":[9],"algorithm":[10],"is":[11,36,84],"becoming":[12],"prominent":[13],"under":[14],"background":[15],"security":[17,195],"check":[18],"using":[19],"low-resolved":[20],"terahertz":[21,94,190],"images.":[22],"To":[23],"solve":[24],"this":[25],"problem,":[26],"a":[27,102,163],"modified":[28],"model":[29,48],"based":[30],"on":[31],"YOLOv8":[32],"architecture":[33],"\u2013":[34],"YOLOv8-SAB":[35,114,126],"built":[37],"to":[38,89,117,146],"achieve":[39],"satisfactory":[40],"detection":[41,72,121,140,192],"suspicious":[43],"objects.":[45,76,144],"Specifically,":[46],"the":[47,71,110,119,147,183],"integrates":[49],"Shuffle":[50,64],"attention":[51,67],"mechanism":[52],"into":[53],"YOLOv8,":[54],"capturing":[55],"channel":[56],"dependence":[57],"and":[58,66,96,152,159,166,173,185],"spatial":[59],"pixel":[60],"relationship":[61],"through":[62],"Channel":[63],"operation":[65],"mechanism,":[68],"thus":[69],"improving":[70],"effect":[73],"In":[77],"addition,":[78],"BiFPN":[79],"(Bi-directional":[80],"Feature":[81],"Pyramid":[82],"Network)":[83],"used":[85],"in":[86,123,132,182],"feature":[87],"fusion":[88],"overcome":[90],"low":[91],"resolution":[92],"images,":[95],"employ":[97],"SIoU":[98],"(SCYLLA":[99],"IoU)":[100],"as":[101],"friendly":[103],"optimization":[104],"object.":[105],"Experimental":[106],"results":[107],"indicate":[108],"that":[109],"inference":[111],"speed":[112],"reaches":[115],"1.7ms":[116],"meet":[118],"fast":[120],"requirement":[122],"real":[124],"task.":[125],"not":[127],"only":[128],"shows":[129],"great":[130],"potential":[131],"object":[134,191],"detection,":[135],"but":[136],"also":[137],"has":[138],"excellent":[139],"ability":[141],"for":[142,154,168,194],"large":[143,169],"According":[145],"self-made":[148],"data":[149],"set,":[150],"mAP0.5":[151,165],"mAP0.5-0.95":[153],"reach":[157,171],"0.93":[158],"0.716,":[160],"respectively.":[161,175],"As":[162],"comparison,":[164],"MAP0.5-0.95":[167],"0.98":[172],"0.84,":[174],"This":[176],"method":[177],"plays":[178],"an":[179],"important":[180],"role":[181],"designing":[184],"deployment":[186],"intelligent":[188],"real-time":[189],"system":[193],"check.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}