{"id":"https://openalex.org/W4399728480","doi":"https://doi.org/10.1109/tce.2024.3411567","title":"Insect Recognition Method With Strong Anti-Interference Capability for Next-Generation Consumer Imaging Technology","display_name":"Insect Recognition Method With Strong Anti-Interference Capability for Next-Generation Consumer Imaging Technology","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399728480","doi":"https://doi.org/10.1109/tce.2024.3411567"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3411567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3411567","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Consumer Electronics","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/A5005729557","display_name":"Mingxia Yang","orcid":"https://orcid.org/0009-0003-8610-0642"},"institutions":[{"id":"https://openalex.org/I4210123686","display_name":"Quzhou University","ror":"https://ror.org/024nfx323","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210123686"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxia Yang","raw_affiliation_strings":["College of Electrical and Information Engineering, Quzhou University, Quzhou, China","School of Electrical and Information Engineering, Quzhou University, Quzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-8610-0642","affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, Quzhou University, Quzhou, China","institution_ids":["https://openalex.org/I4210123686"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000947296","display_name":"Jijing Cai","orcid":"https://orcid.org/0009-0009-9965-8454"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jijing Cai","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-9965-8454","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028065505","display_name":"Zijia Yang","orcid":"https://orcid.org/0009-0009-6841-2275"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijia Yang","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0009-6841-2275","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaodong Wang","orcid":"https://orcid.org/0009-0001-1730-0080"},"institutions":[{"id":"https://openalex.org/I4210096600","display_name":"Quzhou College of Technology","ror":"https://ror.org/00q0v3357","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096600"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Wang","raw_affiliation_strings":["Digital Engineering Department, Zhejiang Jiuzhou Water Control Technology Company, Ltd., Quzhou, China","Zhejiang Jiuzhou Water Control Technology Co., Ltd, Quzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-1730-0080","affiliations":[{"raw_affiliation_string":"Digital Engineering Department, Zhejiang Jiuzhou Water Control Technology Company, Ltd., Quzhou, China","institution_ids":["https://openalex.org/I4210096600"]},{"raw_affiliation_string":"Zhejiang Jiuzhou Water Control Technology Co., Ltd, Quzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088617561","display_name":"Ali Kashif Bashir","orcid":"https://orcid.org/0000-0003-2601-9327"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ali Kashif Bashir","raw_affiliation_strings":["Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","Department of Computing and Mathematics, Manchester Metropolitan University, UK"],"raw_orcid":"https://orcid.org/0000-0003-2601-9327","affiliations":[{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, U.K","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"Department of Computing and Mathematics, Manchester Metropolitan University, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015487601","display_name":"Maryam M. Al Dabel","orcid":"https://orcid.org/0000-0003-4371-8939"},"institutions":[{"id":"https://openalex.org/I4210112337","display_name":"University of Hafr Al-Batin","ror":"https://ror.org/021jt1927","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210112337"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Maryam M. Al Dabel","raw_affiliation_strings":["Department of Computer Science and Engineering, College of Computer Science and Engineering, University of Hafr Al Batin, Hafar Al Batin, Saudi Arabia","Department of Computer Science and Engineering, College of Computer Science and Engineering, University of Hafr Al Batin, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4371-8939","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Computer Science and Engineering, University of Hafr Al Batin, Hafar Al Batin, Saudi Arabia","institution_ids":["https://openalex.org/I4210112337"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, College of Computer Science and Engineering, University of Hafr Al Batin, Saudi Arabia","institution_ids":["https://openalex.org/I4210112337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034832697","display_name":"Hailin Feng","orcid":"https://orcid.org/0000-0003-2734-480X"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailin Feng","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2734-480X","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061880171","display_name":"Kai Fang","orcid":"https://orcid.org/0000-0003-0419-1468"},"institutions":[{"id":"https://openalex.org/I1284762954","display_name":"Zhejiang A & F University","ror":"https://ror.org/02vj4rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I1284762954"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Fang","raw_affiliation_strings":["College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0419-1468","affiliations":[{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A&#x0026;F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]},{"raw_affiliation_string":"College of Mathematics and Computer Science, Zhejiang A and F University, Hangzhou, China","institution_ids":["https://openalex.org/I1284762954"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.736,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8478574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"70","issue":"4","first_page":"7183","last_page":"7194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.6985999941825867,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.6985999941825867,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.6539000272750854,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.6370000243186951,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.573107123374939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47363510727882385},{"id":"https://openalex.org/keywords/electromagnetic-interference","display_name":"Electromagnetic interference","score":0.4606461822986603},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4291920065879822},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.3417397439479828},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30194586515426636},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2989780604839325}],"concepts":[{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.573107123374939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47363510727882385},{"id":"https://openalex.org/C184892835","wikidata":"https://www.wikidata.org/wiki/Q1474513","display_name":"Electromagnetic interference","level":2,"score":0.4606461822986603},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4291920065879822},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.3417397439479828},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30194586515426636},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2989780604839325},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3411567","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3411567","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4463378557","display_name":null,"funder_award_id":"LTGS24F020001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4755179057","display_name":null,"funder_award_id":"LQ23F020001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2540977113","https://openalex.org/W2912442479","https://openalex.org/W2962872506","https://openalex.org/W2962933288","https://openalex.org/W2963268689","https://openalex.org/W2963384482","https://openalex.org/W2976439153","https://openalex.org/W2977117446","https://openalex.org/W2991526369","https://openalex.org/W3001083904","https://openalex.org/W3005097670","https://openalex.org/W3023795464","https://openalex.org/W3026196565","https://openalex.org/W3035386872","https://openalex.org/W3044239919","https://openalex.org/W3046742817","https://openalex.org/W3096307706","https://openalex.org/W3097206420","https://openalex.org/W3107270903","https://openalex.org/W3117900765","https://openalex.org/W3146284778","https://openalex.org/W3158900634","https://openalex.org/W3177280989","https://openalex.org/W3207693058","https://openalex.org/W4246193833","https://openalex.org/W4285207597","https://openalex.org/W4312903228","https://openalex.org/W4321488355","https://openalex.org/W4365421169","https://openalex.org/W4379805348","https://openalex.org/W4383960534","https://openalex.org/W4384787458","https://openalex.org/W4385695864","https://openalex.org/W4386280880","https://openalex.org/W4386280993","https://openalex.org/W4387104178","https://openalex.org/W4387385625","https://openalex.org/W4387757657","https://openalex.org/W6637162671","https://openalex.org/W6637373629","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2108494335","https://openalex.org/W2375786911","https://openalex.org/W2013460191","https://openalex.org/W76001227","https://openalex.org/W4308096053","https://openalex.org/W2367630196","https://openalex.org/W756944427","https://openalex.org/W4230660276","https://openalex.org/W2516623936"],"abstract_inverted_index":{"Consumer":[0],"electronics":[1,13],"products":[2,14],"are":[3,15,22],"widely":[4],"used":[5,78],"in":[6,67,97,121,179],"the":[7,35,95,102,108,111,114,127,156,172,181,189],"agricultural":[8],"field,":[9],"but":[10],"traditional":[11,157],"consumer":[12,40],"limited":[16],"to":[17,24,62,79,93],"specific":[18],"environmental":[19],"applications":[20],"and":[21,60,124,166,187],"susceptible":[23],"external":[25],"attacks.":[26],"The":[27,130],"next":[28],"generation":[29],"of":[30,38,140,148,155,183],"imaging":[31],"technology":[32],"is":[33,77,91,105,151],"driving":[34],"widespread":[36],"application":[37],"electronic":[39],"products.":[41],"We":[42,169],"propose":[43,170],"a":[44,72,87,145],"novel":[45],"multi-source":[46],"visual":[47],"data":[48,104],"fusion":[49],"insect":[50,184],"recognition":[51,128,146,185],"algorithm":[52],"called":[53],"SE-SANet,":[54],"which":[55,150],"has":[56,175],"high":[57],"anti-interference":[58,134,191],"capability":[59],"robustness":[61,182],"cope":[63],"with":[64,144],"various":[65],"attacks":[66],"practical":[68],"applications.":[69],"Specifically,":[70],"first,":[71],"deep":[73],"residual":[74],"contraction":[75],"network":[76],"set":[80],"different":[81,84,142],"thresholds":[82],"for":[83],"samples.":[85],"Second,":[86],"spatial":[88,122],"attention":[89,109],"mechanism":[90],"introduced":[92],"assist":[94],"model":[96,112,131,174],"recognizing":[98],"image":[99],"features.":[100],"When":[101],"feature":[103],"input":[106],"into":[107],"mechanism,":[110],"filters":[113],"features":[115],"based":[116],"on":[117,136],"their":[118],"contribution":[119],"values":[120],"locations":[123],"ultimately":[125],"produces":[126],"result.":[129],"shows":[132],"excellent":[133],"ability":[135],"our":[137],"collected":[138],"dataset":[139],"30":[141],"insects,":[143],"correctness":[147],"93.25%,":[149],"higher":[152],"than":[153],"that":[154,171],"methods":[158],"Inception-V4,":[159],"Vgg16,":[160],"Googlenet,":[161],"Alexnet,":[162],"3.68%,":[163],"4.97%,":[164],"3.22%":[165],"3.69%,":[167],"respectively.":[168],"SE-SA":[173],"important":[176],"research":[177],"implications":[178],"improving":[180],"techniques":[186],"enhancing":[188],"model\u2019s":[190],"capability.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
