{"id":"https://openalex.org/W4402792422","doi":"https://doi.org/10.3390/s24185965","title":"Image Processing for Smart Agriculture Applications Using Cloud-Fog Computing","display_name":"Image Processing for Smart Agriculture Applications Using Cloud-Fog Computing","publication_year":2024,"publication_date":"2024-09-14","ids":{"openalex":"https://openalex.org/W4402792422","doi":"https://doi.org/10.3390/s24185965","pmid":"https://pubmed.ncbi.nlm.nih.gov/39338710"},"language":"en","primary_location":{"id":"doi:10.3390/s24185965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185965","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5965/pdf","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/1424-8220/24/18/5965/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102955065","display_name":"Du\u0161an Markovi\u0107","orcid":"https://orcid.org/0000-0002-7270-6702"},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Du\u0161an Markovi\u0107","raw_affiliation_strings":["Faculty of Agronomy in \u010ca\u010dak, University of Kragujevac, Cara Du\u0161ana 34, 32102 \u010ca\u010dak, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Agronomy in \u010ca\u010dak, University of Kragujevac, Cara Du\u0161ana 34, 32102 \u010ca\u010dak, Serbia","institution_ids":["https://openalex.org/I14245010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025739407","display_name":"Zoran Stamenkovi\u0107","orcid":"https://orcid.org/0000-0002-6078-413X"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I92894754","display_name":"Leibniz Institute for High Performance Microelectronics","ror":"https://ror.org/0489gab80","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I92894754"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zoran Stamenkovi\u0107","raw_affiliation_strings":["IHP\u2014Leibniz-Institutf\u00fcr innovative Mikroelektronik, ImTechnologiepark 25, 15236 Frankfurt, Germany","Institute of Computer Science, University of Potsdam, An der Bahn 2, 14476 Potsdam, Germany"],"affiliations":[{"raw_affiliation_string":"IHP\u2014Leibniz-Institutf\u00fcr innovative Mikroelektronik, ImTechnologiepark 25, 15236 Frankfurt, Germany","institution_ids":["https://openalex.org/I92894754"]},{"raw_affiliation_string":"Institute of Computer Science, University of Potsdam, An der Bahn 2, 14476 Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108418690","display_name":"Borislav \u0110or\u0111evi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I10572248","display_name":"Institut Mihajlo Pupin","ror":"https://ror.org/00jk2b778","country_code":"RS","type":"facility","lineage":["https://openalex.org/I10572248","https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Borislav \u0110or\u0111evi\u0107","raw_affiliation_strings":["Institute Mihailo Pupin, Volgina 15, 11060 Belgrade, Serbia"],"affiliations":[{"raw_affiliation_string":"Institute Mihailo Pupin, Volgina 15, 11060 Belgrade, Serbia","institution_ids":["https://openalex.org/I10572248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111051379","display_name":"Sini\u0161a Ran\u0111i\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Sini\u0161a Ran\u0111i\u0107","raw_affiliation_strings":["Faculty of Technical Sciences \u010ca\u010dak, University of Kragujevac, Svetog Save 65, 32102 \u010ca\u010dak, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Technical Sciences \u010ca\u010dak, University of Kragujevac, Svetog Save 65, 32102 \u010ca\u010dak, Serbia","institution_ids":["https://openalex.org/I14245010"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102955065"],"corresponding_institution_ids":["https://openalex.org/I14245010"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.7539,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9562622,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"18","first_page":"5965","last_page":"5965"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9990000128746033,"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":0.9990000128746033,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9793999791145325,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/computer-science","display_name":"Computer science","score":0.7147363424301147},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6675246953964233},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.49515190720558167},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.48398470878601074},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4682534635066986},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46577972173690796},{"id":"https://openalex.org/keywords/smart-camera","display_name":"Smart camera","score":0.4535932242870331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4533287286758423},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4243260324001312},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4158502221107483},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4139113426208496},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3554401099681854},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3363979160785675},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.19875168800354004},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17400556802749634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7147363424301147},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6675246953964233},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.49515190720558167},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.48398470878601074},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4682534635066986},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46577972173690796},{"id":"https://openalex.org/C161334170","wikidata":"https://www.wikidata.org/wiki/Q1428778","display_name":"Smart camera","level":2,"score":0.4535932242870331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4533287286758423},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4243260324001312},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4158502221107483},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4139113426208496},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3554401099681854},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3363979160785675},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.19875168800354004},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17400556802749634},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067917","descriptor_name":"Cloud Computing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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},{"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":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018556","descriptor_name":"Crops, Agricultural","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.3390/s24185965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185965","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5965/pdf","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:39338710","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39338710","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:pubmedcentral.nih.gov:11435679","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11435679","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11435679/pdf/sensors-24-05965.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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"},{"id":"pmh:oai:doaj.org/article:7ec5b5368a514ec9b9113349ea12bdc1","is_oa":true,"landing_page_url":"https://doaj.org/article/7ec5b5368a514ec9b9113349ea12bdc1","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 24, Iss 18, p 5965 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24185965","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24185965","pdf_url":"https://www.mdpi.com/1424-8220/24/18/5965/pdf","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":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402792422.pdf","grobid_xml":"https://content.openalex.org/works/W4402792422.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2790166781","https://openalex.org/W2895540242","https://openalex.org/W2913227116","https://openalex.org/W2938959907","https://openalex.org/W2946948417","https://openalex.org/W2962949934","https://openalex.org/W2963568120","https://openalex.org/W2965960779","https://openalex.org/W2972574632","https://openalex.org/W2982083293","https://openalex.org/W2985361718","https://openalex.org/W2986445670","https://openalex.org/W2996367417","https://openalex.org/W3004543888","https://openalex.org/W3016522735","https://openalex.org/W3022353848","https://openalex.org/W3025045095","https://openalex.org/W3033535666","https://openalex.org/W3035962230","https://openalex.org/W3092639985","https://openalex.org/W3109806460","https://openalex.org/W3134258575","https://openalex.org/W3136950817","https://openalex.org/W3140770201","https://openalex.org/W3148609646","https://openalex.org/W3148869078","https://openalex.org/W3149104646","https://openalex.org/W3151130473","https://openalex.org/W3165807380","https://openalex.org/W3173170759","https://openalex.org/W3184161235","https://openalex.org/W3185377372","https://openalex.org/W3206956589","https://openalex.org/W3215484246","https://openalex.org/W3216623900","https://openalex.org/W4206338051","https://openalex.org/W4212885650","https://openalex.org/W4223586001","https://openalex.org/W4224304583","https://openalex.org/W4224528561","https://openalex.org/W4280599701","https://openalex.org/W4281562926","https://openalex.org/W4281690062","https://openalex.org/W4281698196","https://openalex.org/W4283689054","https://openalex.org/W4285819415","https://openalex.org/W4290375052","https://openalex.org/W4291197252","https://openalex.org/W4295122555","https://openalex.org/W4303628775","https://openalex.org/W4307264545","https://openalex.org/W4310481131","https://openalex.org/W4312910656","https://openalex.org/W4322720573","https://openalex.org/W4322749400","https://openalex.org/W4323313312","https://openalex.org/W4324029515","https://openalex.org/W4362610262","https://openalex.org/W4367598041","https://openalex.org/W4385577621","https://openalex.org/W4386607611","https://openalex.org/W4388424248","https://openalex.org/W4391531549","https://openalex.org/W4395053280","https://openalex.org/W4400058707","https://openalex.org/W4400062116","https://openalex.org/W6784373484","https://openalex.org/W6806236022","https://openalex.org/W6809820570","https://openalex.org/W6810320002","https://openalex.org/W6850746536","https://openalex.org/W6869655759"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":{"The":[0,112,135,228],"widespread":[1],"use":[2],"of":[3,11,15,27,34,39,49,115,137,142,167,175,181,191,243],"IoT":[4],"devices":[5,159,248],"has":[6],"led":[7],"to":[8,73,235,282],"the":[9,19,32,71,116,165,173,179,192,201,207,219,244,270],"generation":[10],"a":[12,102,121,143,189,237],"huge":[13],"amount":[14],"data":[16,194,211],"and":[17,51,77,87,108,126,154,185,198,213,218,223,241],"driven":[18],"need":[20],"for":[21,104,147,156,247,257,262],"analytical":[22],"solutions":[23],"in":[24,64,178,272],"many":[25],"areas":[26],"human":[28],"activities,":[29],"such":[30,46],"as":[31,47,54,56,276,278],"field":[33],"smart":[35,65],"agriculture.":[36],"Continuous":[37],"monitoring":[38],"crop":[40],"growth":[41],"stages":[42],"enables":[43],"timely":[44],"interventions,":[45],"control":[48],"weeds":[50],"plant":[52],"diseases,":[53],"well":[55],"pest":[57],"control,":[58],"ensuring":[59],"optimal":[60],"development.":[61],"Decision-making":[62],"systems":[63],"agriculture":[66],"involve":[67],"image":[68,148,176],"analysis":[69],"with":[70,160,210,249],"potential":[72],"increase":[74,172],"productivity,":[75],"efficiency":[76],"sustainability.":[78],"By":[79],"applying":[80],"Convolutional":[81],"Neural":[82],"Networks":[83],"(CNNs),":[84],"state":[85],"recognition":[86],"classification":[88,149,233,260],"can":[89,151,204,215,225,231],"be":[90,152,205,216,226],"performed":[91],"based":[92],"on":[93,120,158,264],"images":[94],"from":[95],"specific":[96],"locations.":[97],"Thus,":[98],"we":[99],"have":[100],"developed":[101],"solution":[103,118,230],"early":[105],"problem":[106],"detection":[107],"resource":[109],"management":[110],"optimization.":[111],"main":[113],"concept":[114],"proposed":[117,229],"relies":[119],"direct":[122],"connection":[123],"between":[124,239],"Cloud":[125],"Edge":[127,197],"devices,":[128,200],"which":[129],"is":[130,140,275],"achieved":[131],"through":[132],"Fog":[133,168,199],"computing.":[134,169],"goal":[136],"our":[138,255],"work":[139],"creation":[141],"deep":[144],"learning":[145],"model":[146,245,256],"that":[150,269],"optimized":[153,246],"adapted":[155],"implementation":[157],"limited":[161,250],"hardware":[162,251],"resources":[163],"at":[164,196],"level":[166],"This":[170],"could":[171],"importance":[174],"processing":[177,195],"reduction":[180],"agricultural":[182],"operating":[183],"costs":[184,208],"manual":[186],"labor.":[187],"As":[188],"result":[190],"off-load":[193],"system":[202,221],"responsiveness":[203],"improved,":[206],"associated":[209],"transmission":[212],"storage":[214],"reduced,":[217],"overall":[220],"reliability":[222],"security":[224],"increased.":[227],"choose":[232],"algorithms":[234],"find":[236],"trade-off":[238],"size":[240],"accuracy":[242,274],"resources.":[252],"After":[253],"testing":[254],"tomato":[258],"disease":[259],"compiled":[261],"execution":[263],"FPGA,":[265],"it":[266],"was":[267],"found":[268],"decrease":[271],"test":[273],"small":[277],"0.83%":[279],"(from":[280],"96.29%":[281],"95.46%).":[283]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
