{"id":"https://openalex.org/W3044640865","doi":"https://doi.org/10.3390/s20154091","title":"Recognition of Crop Diseases Based on Depthwise Separable Convolution in Edge Computing","display_name":"Recognition of Crop Diseases Based on Depthwise Separable Convolution in Edge Computing","publication_year":2020,"publication_date":"2020-07-22","ids":{"openalex":"https://openalex.org/W3044640865","doi":"https://doi.org/10.3390/s20154091","mag":"3044640865","pmid":"https://pubmed.ncbi.nlm.nih.gov/32708002"},"language":"en","primary_location":{"id":"doi:10.3390/s20154091","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20154091","pdf_url":"https://www.mdpi.com/1424-8220/20/15/4091/pdf?version=1596597224","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/1424-8220/20/15/4091/pdf?version=1596597224","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102004710","display_name":"Musong Gu","orcid":"https://orcid.org/0000-0001-9705-4336"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Musong Gu","raw_affiliation_strings":["College of Information Science and Technology, Chengdu University, Chengdu 610106, China","Key Laboratory of Pattern Recognition and Intelligent Information Processing, Institutions of Higher Education of Sichuan Province, Chengdu University, Chengdu 610106, China","School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]},{"raw_affiliation_string":"Key Laboratory of Pattern Recognition and Intelligent Information Processing, Institutions of Higher Education of Sichuan Province, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]},{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063188437","display_name":"Kuan\u2010Ching Li","orcid":"https://orcid.org/0000-0003-1381-4364"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]},{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]}],"countries":["CN","TW"],"is_corresponding":true,"raw_author_name":"Kuan-Ching Li","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Providence University, Taichung 43301, Taiwan","School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan 232001, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Providence University, Taichung 43301, Taiwan","institution_ids":["https://openalex.org/I177918364"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Anhui University of Science and Technology, Huainan 232001, China","institution_ids":["https://openalex.org/I184681353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100767411","display_name":"Zhongwen Li","orcid":"https://orcid.org/0000-0001-8919-7978"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongwen Li","raw_affiliation_strings":["College of Information Science and Technology, Chengdu University, Chengdu 610106, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013680733","display_name":"Qiyi Han","orcid":"https://orcid.org/0000-0003-0210-7314"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyi Han","raw_affiliation_strings":["College of Information Science and Technology, Chengdu University, Chengdu 610106, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101519967","display_name":"Wenjie Fan","orcid":"https://orcid.org/0000-0002-0866-5299"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Fan","raw_affiliation_strings":["College of Information Science and Technology, Chengdu University, Chengdu 610106, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063188437","https://openalex.org/A5100767411"],"corresponding_institution_ids":["https://openalex.org/I177918364","https://openalex.org/I184681353","https://openalex.org/I4210125143"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.318,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88706603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"20","issue":"15","first_page":"4091","last_page":"4091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9998000264167786,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9998000264167786,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9046000242233276,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7683387398719788},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7145570516586304},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.663585901260376},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6261545419692993},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.574661910533905},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5453041791915894},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5262227058410645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5226585268974304},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5054173469543457},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4713173508644104},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.4635677933692932},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4222736060619354},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.41099798679351807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33574676513671875},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3332957327365875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1607341766357422},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.12941861152648926},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07716569304466248},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07488012313842773}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683387398719788},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7145570516586304},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.663585901260376},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6261545419692993},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.574661910533905},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5453041791915894},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5262227058410645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5226585268974304},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5054173469543457},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4713173508644104},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.4635677933692932},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4222736060619354},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.41099798679351807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33574676513671875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3332957327365875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1607341766357422},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.12941861152648926},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07716569304466248},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07488012313842773},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s20154091","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20154091","pdf_url":"https://www.mdpi.com/1424-8220/20/15/4091/pdf?version=1596597224","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:32708002","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32708002","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:doaj.org/article:643ff4ff5bb442faa83de5fe0d41c53c","is_oa":true,"landing_page_url":"https://doaj.org/article/643ff4ff5bb442faa83de5fe0d41c53c","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 15, p 4091 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/15/4091/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20154091","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 20; Issue 15; Pages: 4091","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7435475","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7435475","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/s20154091","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20154091","pdf_url":"https://www.mdpi.com/1424-8220/20/15/4091/pdf?version=1596597224","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":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1658089934","display_name":null,"funder_award_id":"MSSB-2018-0","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1697204598","display_name":null,"funder_award_id":"61701048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4986314841","display_name":null,"funder_award_id":"201902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G584935124","display_name":null,"funder_award_id":"2018-07","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7496785512","display_name":null,"funder_award_id":"2016YFB0800600","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8114646031","display_name":null,"funder_award_id":"2016Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8620695785","display_name":null,"funder_award_id":"2016YFB0800600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328111","display_name":"Chengdu University","ror":"https://ror.org/034z67559"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3044640865.pdf","grobid_xml":"https://content.openalex.org/works/W3044640865.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2073754472","https://openalex.org/W2114296561","https://openalex.org/W2183341477","https://openalex.org/W2342412117","https://openalex.org/W2416799949","https://openalex.org/W2470368200","https://openalex.org/W2473156356","https://openalex.org/W2531409750","https://openalex.org/W2568772110","https://openalex.org/W2585286277","https://openalex.org/W2605258629","https://openalex.org/W2614850301","https://openalex.org/W2752457006","https://openalex.org/W2757455114","https://openalex.org/W2762644836","https://openalex.org/W2766610839","https://openalex.org/W2770587725","https://openalex.org/W2790005936","https://openalex.org/W2790167672","https://openalex.org/W2807488787","https://openalex.org/W2807673522","https://openalex.org/W2953470060","https://openalex.org/W2986861953","https://openalex.org/W2988498722","https://openalex.org/W2999073610","https://openalex.org/W2999422171","https://openalex.org/W3008343234","https://openalex.org/W3025413549","https://openalex.org/W3099185017","https://openalex.org/W4235435541","https://openalex.org/W6668872057","https://openalex.org/W6744355026"],"related_works":["https://openalex.org/W2964954556","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489"],"abstract_inverted_index":{"The":[0],"original":[1,99],"pattern":[2,74],"recognition":[3,32,75,101,114,182,185,201,205,216],"and":[4,20,33,44,60,81,139,170,176,195,203,215,225],"classification":[5],"of":[6,15,53,65,85,94,137,142,187,217],"crop":[7,54,218],"diseases":[8,219],"needs":[9],"to":[10,24,47,58,71,77,90,105,108],"collect":[11],"a":[12,25,39,113,118,131],"large":[13],"amount":[14,141],"data":[16],"in":[17,110,134],"the":[18,29,63,73,78,83,91,95,98,135,140,145,151,162,184,188,207,212,227],"field":[19],"send":[21],"them":[22],"next":[23],"computer":[26],"server":[27],"through":[28],"network":[30,123,166],"for":[31,50,150,211],"classification.":[34],"This":[35],"method":[36],"usually":[37],"takes":[38],"long":[40],"time,":[41],"is":[42,45,103,125,191,209],"expensive,":[43],"difficult":[46],"carry":[48],"out":[49],"timely":[51],"monitoring":[52,214],"diseases,":[55],"causing":[56],"delays":[57],"diagnosis":[59],"treatment.":[61],"With":[62],"emergence":[64],"edge":[66,96,231],"computing,":[67],"one":[68],"can":[69],"attempt":[70],"deploy":[72],"algorithm":[76],"farmland":[79],"environment":[80],"monitor":[82],"growth":[84],"crops":[86],"promptly.":[87],"However,":[88],"due":[89],"limited":[92],"resources":[93],"device,":[97],"deep":[100],"model":[102,115,190,208,229],"challenging":[104],"apply.":[106],"Due":[107],"this,":[109],"this":[111],"article,":[112],"based":[116,179],"on":[117,180],"depthwise":[119],"separable":[120],"convolutional":[121],"neural":[122,165],"(DSCNN)":[124],"proposed,":[126],"which":[127],"operation":[128],"particularities":[129],"include":[130],"significant":[132],"reduction":[133],"number":[136],"parameters":[138],"computation,":[143],"making":[144],"proposed":[146,189,228],"design":[147],"well":[148],"suited":[149],"edge.":[152],"To":[153],"show":[154,177],"its":[155,199],"effectiveness,":[156],"simulation":[157],"results":[158],"are":[159],"compared":[160],"with":[161],"main":[163],"convolution":[164],"(CNN)":[167],"models":[168],"LeNet":[169],"Visual":[171],"Geometry":[172],"Group":[173],"Network":[174],"(VGGNet)":[175],"that,":[178],"high":[181,204],"accuracy,":[183,206],"time":[186],"reduced":[192],"by":[193,220],"80.9%":[194],"94.4%,":[196],"respectively.":[197],"Given":[198],"fast":[200],"speed":[202],"suitable":[210],"real-time":[213],"provisioning":[221],"remote":[222],"embedded":[223],"equipment":[224],"deploying":[226],"using":[230],"computing.":[232]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
