{"id":"https://openalex.org/W3209444221","doi":"https://doi.org/10.1109/isie45552.2021.9576438","title":"Apple Trees Diseases Detection Through Computer Vision in Embedded Systems","display_name":"Apple Trees Diseases Detection Through Computer Vision in Embedded Systems","publication_year":2021,"publication_date":"2021-06-20","ids":{"openalex":"https://openalex.org/W3209444221","doi":"https://doi.org/10.1109/isie45552.2021.9576438","mag":"3209444221"},"language":"en","primary_location":{"id":"doi:10.1109/isie45552.2021.9576438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45552.2021.9576438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-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/A5039643781","display_name":"Denis Logashov","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I130523015","display_name":"Saint Petersburg State University of Aerospace and Instrumentation","ror":"https://ror.org/02rsxaa93","country_code":"RU","type":"education","lineage":["https://openalex.org/I130523015"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Denis Logashov","raw_affiliation_strings":["Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","State University of Aerospace Instrumentation, Saint Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"State University of Aerospace Instrumentation, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I130523015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024830111","display_name":"Dmitrii Shadrin","orcid":"https://orcid.org/0000-0003-3486-8214"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4403928311","display_name":"Laboratory for Research on Enterprise and Decisions","ror":"https://ror.org/04zp4f313","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928311","https://openalex.org/I68916915"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitrii Shadrin","raw_affiliation_strings":["Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","Digital Agriculture Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Digital Agriculture Lab","institution_ids":["https://openalex.org/I4403928311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084140816","display_name":"Andrey Somov","orcid":"https://orcid.org/0000-0002-4615-3008"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Somov","raw_affiliation_strings":["Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067086380","display_name":"Mariia Pukalchik","orcid":"https://orcid.org/0000-0001-7996-642X"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4403928311","display_name":"Laboratory for Research on Enterprise and Decisions","ror":"https://ror.org/04zp4f313","country_code":null,"type":"facility","lineage":["https://openalex.org/I4403928311","https://openalex.org/I68916915"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mariia Pukalchik","raw_affiliation_strings":["Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","Digital Agriculture Lab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Computational and Data-Intensive Science and Engineering (CDISE), Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Digital Agriculture Lab","institution_ids":["https://openalex.org/I4403928311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075654650","display_name":"Anastasia Uryasheva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anastasia Uryasheva","raw_affiliation_strings":["Tsuru Robotics, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsuru Robotics, Moscow, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090813241","display_name":"Hari Prabhat Gupta","orcid":"https://orcid.org/0000-0003-3207-1340"},"institutions":[{"id":"https://openalex.org/I56404289","display_name":"Indian Institute of Technology BHU","ror":"https://ror.org/01kh5gc44","country_code":"IN","type":"education","lineage":["https://openalex.org/I56404289","https://openalex.org/I91357014"]},{"id":"https://openalex.org/I91357014","display_name":"Banaras Hindu University","ror":"https://ror.org/04cdn2797","country_code":"IN","type":"education","lineage":["https://openalex.org/I91357014"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hari Prabhat Gupta","raw_affiliation_strings":["Indian Institute of Technology (BHU), Varanasi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology (BHU), Varanasi, India","institution_ids":["https://openalex.org/I56404289","https://openalex.org/I91357014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057480668","display_name":"Nikita Rodichenko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikita Rodichenko","raw_affiliation_strings":["Tsuru Robotics, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsuru Robotics, Moscow, Russia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1062,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82240369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9919999837875366,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9843999743461609,"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/computer-science","display_name":"Computer science","score":0.7892504930496216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6075972318649292},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5224601030349731},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5211758017539978},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5121026039123535},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.509624719619751},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4917347729206085},{"id":"https://openalex.org/keywords/artificial-vision","display_name":"Artificial vision","score":0.45483654737472534},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.4434582591056824},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.41802555322647095},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35158276557922363},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07835325598716736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7892504930496216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6075972318649292},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5224601030349731},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5211758017539978},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5121026039123535},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.509624719619751},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4917347729206085},{"id":"https://openalex.org/C2982818900","wikidata":"https://www.wikidata.org/wiki/Q20779747","display_name":"Artificial vision","level":2,"score":0.45483654737472534},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.4434582591056824},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.41802555322647095},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35158276557922363},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07835325598716736},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isie45552.2021.9576438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isie45552.2021.9576438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 30th International Symposium on Industrial Electronics (ISIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1493749409","https://openalex.org/W1520955122","https://openalex.org/W1522301498","https://openalex.org/W1523329618","https://openalex.org/W1901129140","https://openalex.org/W1969664199","https://openalex.org/W2010633042","https://openalex.org/W2014408679","https://openalex.org/W2057106128","https://openalex.org/W2103959917","https://openalex.org/W2112741226","https://openalex.org/W2124197530","https://openalex.org/W2136271655","https://openalex.org/W2411892391","https://openalex.org/W2531409750","https://openalex.org/W2548258044","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2597113126","https://openalex.org/W2707890836","https://openalex.org/W2734349601","https://openalex.org/W2735039185","https://openalex.org/W2777508939","https://openalex.org/W2780615681","https://openalex.org/W2789255992","https://openalex.org/W2799848215","https://openalex.org/W2888577874","https://openalex.org/W2888910250","https://openalex.org/W2955425717","https://openalex.org/W2963287528","https://openalex.org/W2964121744","https://openalex.org/W2967216196","https://openalex.org/W2969292408","https://openalex.org/W2981116508","https://openalex.org/W2989719163","https://openalex.org/W2989864137","https://openalex.org/W2991616716","https://openalex.org/W2995504058","https://openalex.org/W2999419508","https://openalex.org/W3000086329","https://openalex.org/W3027994476","https://openalex.org/W3105636206","https://openalex.org/W3116190680","https://openalex.org/W3131368198","https://openalex.org/W4308678313","https://openalex.org/W6631190155","https://openalex.org/W6730342312","https://openalex.org/W6739917289","https://openalex.org/W6790608280"],"related_works":["https://openalex.org/W1522196789","https://openalex.org/W4255786121","https://openalex.org/W404877561","https://openalex.org/W2354366589","https://openalex.org/W2181918526","https://openalex.org/W2021547165","https://openalex.org/W2183623357","https://openalex.org/W16991140","https://openalex.org/W1935210837","https://openalex.org/W2153207916"],"abstract_inverted_index":{"In":[0],"this":[1,26],"paper,":[2],"we":[3,28],"address":[4],"the":[5,30,34,54,63,70,74,83,87,96],"problem":[6],"of":[7,10],"detecting":[8,95],"diseases":[9,98],"apple":[11,21],"trees.":[12],"We":[13,57,76],"report":[14],"on":[15,53,62,86],"a":[16,37,59,91],"computer":[17],"vision":[18],"method":[19],"for":[20,51,94,107],"trees":[22,97],"leaves":[23,31],"segmentation.":[24],"For":[25],"reason":[27],"collect":[29],"images":[32],"in":[33,110],"field":[35],"using":[36,46,99],"thermal":[38],"image":[39],"camera.":[40],"Data":[41],"analysis":[42],"is":[43,90],"carried":[44],"out":[45],"Neural":[47],"Networks":[48],"(NN)":[49],"optimized":[50],"running":[52,85],"embedded":[55,64,66,88,100],"systems.":[56],"perform":[58],"comparative":[60],"study":[61],"systems,":[65],"systems":[67,89,101],"enriched":[68],"with":[69],"GPU":[71],"capability,":[72],"and":[73,102],"PC.":[75],"achieved":[77],"IoU=0.814.":[78],"Our":[79],"results":[80],"demonstrate":[81],"that":[82],"NNs":[84],"promising":[92],"solution":[93],"open":[103],"up":[104],"wide":[105],"vista":[106],"its":[108],"application":[109],"precision":[111],"agriculture.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
