{"id":"https://openalex.org/W3118386500","doi":"https://doi.org/10.1145/3436829.3436847","title":"Greenhouse Plant Growth Supervision with the LED Lights using Machine Learning","display_name":"Greenhouse Plant Growth Supervision with the LED Lights using Machine Learning","publication_year":2020,"publication_date":"2020-11-11","ids":{"openalex":"https://openalex.org/W3118386500","doi":"https://doi.org/10.1145/3436829.3436847","mag":"3118386500"},"language":"en","primary_location":{"id":"doi:10.1145/3436829.3436847","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436829.3436847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Information Engineering (ICSIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044914953","display_name":"Randa Osama","orcid":null},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Randa Osama","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072522576","display_name":"Nour El-Huda Ashraf","orcid":null},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Nour El-Huda Ashraf","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110724199","display_name":"Amina Yasser","orcid":null},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Amina Yasser","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066563388","display_name":"Salma AbdelFatah","orcid":null},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Salma AbdelFatah","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007329614","display_name":"Noha El Masry","orcid":null},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Noha El Masry","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047037216","display_name":"Ashraf AbdelRaouf","orcid":"https://orcid.org/0000-0002-5337-7835"},"institutions":[{"id":"https://openalex.org/I47853400","display_name":"Misr International University","ror":"https://ror.org/030vg1t69","country_code":"EG","type":"education","lineage":["https://openalex.org/I47853400"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ashraf AbdelRaouf","raw_affiliation_strings":["Misr International University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Misr International University, Cairo, Egypt","institution_ids":["https://openalex.org/I47853400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47853400"],"apc_list":null,"apc_paid":null,"fwci":0.7758,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76811207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9986000061035156,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9941999912261963,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.9113618731498718},{"id":"https://openalex.org/keywords/hue","display_name":"Hue","score":0.6456563472747803},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6374198794364929},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.5132312774658203},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5095798969268799},{"id":"https://openalex.org/keywords/plant-growth","display_name":"Plant growth","score":0.4945690333843231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.418521910905838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3816291093826294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34941112995147705},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.15986227989196777}],"concepts":[{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.9113618731498718},{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.6456563472747803},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6374198794364929},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.5132312774658203},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5095798969268799},{"id":"https://openalex.org/C2982966219","wikidata":"https://www.wikidata.org/wiki/Q3045481","display_name":"Plant growth","level":2,"score":0.4945690333843231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.418521910905838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3816291093826294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34941112995147705},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.15986227989196777},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3436829.3436847","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436829.3436847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 9th International Conference on Software and Information Engineering (ICSIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1595299975","https://openalex.org/W1977190949","https://openalex.org/W2062139714","https://openalex.org/W2166565342","https://openalex.org/W2565038665","https://openalex.org/W2570959851","https://openalex.org/W2779233313","https://openalex.org/W2782705246","https://openalex.org/W2787289010","https://openalex.org/W2790951396","https://openalex.org/W2866826227","https://openalex.org/W2883069233","https://openalex.org/W2890067550","https://openalex.org/W2901380936","https://openalex.org/W2922296504","https://openalex.org/W2922328253","https://openalex.org/W2960233689","https://openalex.org/W2963912358","https://openalex.org/W4365799894"],"related_works":["https://openalex.org/W4320518079","https://openalex.org/W2039822179","https://openalex.org/W4386771591","https://openalex.org/W2972873516","https://openalex.org/W2405125474","https://openalex.org/W2074864407","https://openalex.org/W2364223252","https://openalex.org/W1989502759","https://openalex.org/W2363908918","https://openalex.org/W2370170747"],"abstract_inverted_index":{"Agriculture":[0],"is":[1,50,76,93],"considered":[2],"the":[3,40,48,82,86,97,102,105,110,133,136,145],"main":[4],"resource":[5],"of":[6,62,101,109,117],"global":[7],"economic":[8],"growth.":[9,25,88],"Greenhouses":[10],"are":[11,64,113],"glass":[12],"buildings":[13],"used":[14,65,94],"to":[15,30,78,95,131],"provide":[16],"plants":[17],"with":[18,90],"their":[19,45],"special":[20],"needs":[21],"in":[22,135,144],"climate":[23],"and":[24,43,58,71,80,85,104,122],"Our":[26],"proposed":[27,139],"approach":[28,140],"tends":[29],"establish":[31],"an":[32],"automated":[33],"greenhouse":[34,49],"control":[35],"system":[36],"for":[37],"speeding":[38],"up":[39],"plant":[41,103],"growth":[42],"increasing":[44],"production.":[46],"Controlling":[47],"established":[51],"using":[52,115],"Arduino,":[53],"real-time":[54],"cameras,":[55],"LED":[56],"lights":[57],"fans.":[59],"Different":[60],"types":[61],"sensors":[63],"such":[66],"as":[67,128],"DHT11,":[68],"soil":[69],"moisture":[70],"LDR.":[72],"A":[73],"web":[74],"application":[75],"developed":[77],"monitor":[79],"track":[81],"greenhouse's":[83],"parameters":[84],"plants'":[87],"Masking":[89],"Hue-Saturation-Value":[91],"(HSV)":[92],"detect":[96,132],"desired":[98,106],"green":[99],"range":[100,108],"color":[107],"fruit/vegetable.":[111],"Features":[112],"extracted":[114],"Histogram":[116],"Oriented":[118],"Gradients":[119],"(HOG)":[120],"algorithm":[121],"One-Class":[123],"Support":[124],"Vector":[125],"Machine":[126],"(OC-SVM)":[127],"a":[129],"classifier":[130],"fruit/vegetable":[134],"image.":[137],"The":[138],"achieved":[141],"81.8%":[142],"accuracy":[143],"tomato's":[146],"classification.":[147]},"counts_by_year":[{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}