{"id":"https://openalex.org/W4220852560","doi":"https://doi.org/10.3390/s22052006","title":"Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities","display_name":"Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities","publication_year":2022,"publication_date":"2022-03-04","ids":{"openalex":"https://openalex.org/W4220852560","doi":"https://doi.org/10.3390/s22052006","pmid":"https://pubmed.ncbi.nlm.nih.gov/35271153"},"language":"en","primary_location":{"id":"doi:10.3390/s22052006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052006","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2006/pdf?version=1646377395","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/1424-8220/22/5/2006/pdf?version=1646377395","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003616947","display_name":"Ioannis Saradopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Saradopoulos","raw_affiliation_strings":["Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050529028","display_name":"Ilyas Potamitis","orcid":"https://orcid.org/0000-0002-7111-3331"},"institutions":[{"id":"https://openalex.org/I4210095522","display_name":"FORTH Institute of Mediterranean Studies","ror":"https://ror.org/00srf2p02","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210095522","https://openalex.org/I8901234"]},{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ilyas Potamitis","raw_affiliation_strings":["Department of Music Technology and Acoustics, Hellenic Mediterranean University, 74100 Rethymno, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Music Technology and Acoustics, Hellenic Mediterranean University, 74100 Rethymno, Greece","institution_ids":["https://openalex.org/I4210095522","https://openalex.org/I28710699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013285272","display_name":"Stavros Ntalampiras","orcid":"https://orcid.org/0000-0003-3482-9215"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stavros Ntalampiras","raw_affiliation_strings":["Department of Computer Science, University of Milan, 20133 Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Milan, 20133 Milan, Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061901697","display_name":"Antonios Konstantaras","orcid":"https://orcid.org/0000-0002-1052-1948"},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios I. Konstantaras","raw_affiliation_strings":["Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece","institution_ids":["https://openalex.org/I28710699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030478048","display_name":"Emmanuel N. Antonidakis","orcid":null},"institutions":[{"id":"https://openalex.org/I28710699","display_name":"Hellenic Mediterranean University","ror":"https://ror.org/039ce0m20","country_code":"GR","type":"education","lineage":["https://openalex.org/I28710699"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Emmanuel N. Antonidakis","raw_affiliation_strings":["Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece","institution_ids":["https://openalex.org/I28710699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050529028"],"corresponding_institution_ids":["https://openalex.org/I28710699","https://openalex.org/I4210095522"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.4168,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.93752442,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"2006","last_page":"2006"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9652000069618225,"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"}},"topics":[{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9652000069618225,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9616000056266785,"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":0.9168999791145325,"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/context","display_name":"Context (archaeology)","score":0.7498223185539246},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6567055583000183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6267481446266174},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6121668219566345},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6103804111480713},{"id":"https://openalex.org/keywords/raspberry-pi","display_name":"Raspberry pi","score":0.5710757374763489},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5535297989845276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5042649507522583},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4282931983470917},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34613001346588135},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.17651507258415222},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11457175016403198}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7498223185539246},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6567055583000183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6267481446266174},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6121668219566345},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6103804111480713},{"id":"https://openalex.org/C2985745059","wikidata":"https://www.wikidata.org/wiki/Q245","display_name":"Raspberry pi","level":3,"score":0.5710757374763489},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5535297989845276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5042649507522583},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4282931983470917},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34613001346588135},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.17651507258415222},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11457175016403198},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002947","descriptor_name":"Cities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004581","descriptor_name":"Electronics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007313","descriptor_name":"Insecta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007313","descriptor_name":"Insecta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007313","descriptor_name":"Insecta","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22052006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052006","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2006/pdf?version=1646377395","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:35271153","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35271153","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:air.unimi.it:2434/915262","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/915262","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:65c2a5b4ff3a4f5abca1d99f6fecc517","is_oa":true,"landing_page_url":"https://doaj.org/article/65c2a5b4ff3a4f5abca1d99f6fecc517","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":"Sensors, Vol 22, Iss 5, p 2006 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/5/2006/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22052006","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 22; Issue 5; Pages: 2006","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8914644","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8914644","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/s22052006","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22052006","pdf_url":"https://www.mdpi.com/1424-8220/22/5/2006/pdf?version=1646377395","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":[{"display_name":"Sustainable cities and communities","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321917","display_name":"General Secretariat for Research and Technology","ror":"https://ror.org/04yeh8h63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4220852560.pdf","grobid_xml":"https://content.openalex.org/works/W4220852560.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2563540059","https://openalex.org/W2564288310","https://openalex.org/W2604804352","https://openalex.org/W2742687043","https://openalex.org/W2759820149","https://openalex.org/W2772345051","https://openalex.org/W2797977484","https://openalex.org/W2897980084","https://openalex.org/W2902114955","https://openalex.org/W2919115771","https://openalex.org/W2920029655","https://openalex.org/W3005978298","https://openalex.org/W3016846626","https://openalex.org/W3067862503","https://openalex.org/W3086844398","https://openalex.org/W3095963712","https://openalex.org/W3109123479","https://openalex.org/W3109320662","https://openalex.org/W3118571930","https://openalex.org/W3120258623","https://openalex.org/W3124108956","https://openalex.org/W3125754622","https://openalex.org/W3129766380","https://openalex.org/W3157045302","https://openalex.org/W3161046081","https://openalex.org/W3169290569","https://openalex.org/W3169519534","https://openalex.org/W3169631187","https://openalex.org/W3188427577","https://openalex.org/W3189985814","https://openalex.org/W3193011253","https://openalex.org/W3215482849","https://openalex.org/W4205192642"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W3111395152","https://openalex.org/W4386004629","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Our":[0,120],"aim":[1],"is":[2],"to":[3,16,27,53,103,126,138],"promote":[4],"the":[5,51,58,128,132],"widespread":[6],"use":[7],"of":[8,50,74,76,134],"electronic":[9],"insect":[10,29],"traps":[11],"that":[12,45,123],"report":[13,107],"captured":[14],"pests":[15],"a":[17,33,54,92],"human-controlled":[18],"agency.":[19],"This":[20],"work":[21],"reports":[22,46],"on":[23,63],"edge-computing":[24],"as":[25],"applied":[26],"camera-based":[28],"traps.":[30],"We":[31],"present":[32],"low-cost":[34,142],"device":[35],"with":[36],"high":[37],"power":[38,118],"autonomy":[39],"and":[40,56,65,88,106,117],"an":[41,47],"adequate":[42],"picture":[43],"quality":[44],"internal":[48],"image":[49],"trap":[52],"server":[55],"counts":[57],"insects":[59],"it":[60],"contains":[61],"based":[62],"quantized":[64],"embedded":[66],"deep-learning":[67],"models.":[68],"The":[69],"paper":[70],"compares":[71],"different":[72,78,115],"aspects":[73],"performance":[75],"three":[77],"edge":[79,99],"devices,":[80],"namely":[81],"ESP32,":[82],"Raspberry":[83],"Pi":[84],"Model":[85],"4":[86],"(RPi),":[87],"Google":[89],"Coral,":[90],"running":[91],"deep":[93],"learning":[94],"framework":[95],"(TensorFlow":[96],"Lite).":[97],"All":[98],"devices":[100],"were":[101],"able":[102],"process":[104],"images":[105],"accuracy":[108],"in":[109,131],"counting":[110],"exceeding":[111],"95%,":[112],"but":[113],"at":[114],"rates":[116],"consumption.":[119],"findings":[121],"suggest":[122],"ESP32":[124],"appears":[125],"be":[127],"best":[129],"choice":[130],"context":[133],"this":[135],"application":[136],"according":[137],"our":[139],"policy":[140],"for":[141],"devices.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
