{"id":"https://openalex.org/W3184043483","doi":"https://doi.org/10.1109/siu53274.2021.9477948","title":"Weed and Crop Classification with Domain Adaptation for Precision Agriculture","display_name":"Weed and Crop Classification with Domain Adaptation for Precision Agriculture","publication_year":2021,"publication_date":"2021-06-09","ids":{"openalex":"https://openalex.org/W3184043483","doi":"https://doi.org/10.1109/siu53274.2021.9477948","mag":"3184043483"},"language":"en","primary_location":{"id":"doi:10.1109/siu53274.2021.9477948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu53274.2021.9477948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","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/A5110787039","display_name":"\u015feydanur Ekinci","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u015feydanur Ekinci","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x00F5;i, Gebze Teknik &#x00FC;niversitesi,Kocaeli,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x00F5;i, Gebze Teknik &#x00FC;niversitesi,Kocaeli,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026370111","display_name":"Erchan Aptoula","orcid":"https://orcid.org/0000-0001-6168-2883"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erchan Aptoula","raw_affiliation_strings":["Bilgisayar M&#x00FC;hendisli&#x00F5;i, Gebze Teknik &#x00FC;niversitesi,Kocaeli,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilgisayar M&#x00FC;hendisli&#x00F5;i, Gebze Teknik &#x00FC;niversitesi,Kocaeli,T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7737,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85240844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9959999918937683,"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":0.9959999918937683,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9653000235557556,"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"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.7873773574829102},{"id":"https://openalex.org/keywords/weed","display_name":"Weed","score":0.7305936813354492},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5796446204185486},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5448117852210999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5431957840919495},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5352110862731934},{"id":"https://openalex.org/keywords/crop","display_name":"Crop","score":0.48205646872520447},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.47583913803100586},{"id":"https://openalex.org/keywords/crop-diversity","display_name":"Crop diversity","score":0.45660096406936646},{"id":"https://openalex.org/keywords/agroforestry","display_name":"Agroforestry","score":0.43872788548469543},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.38301438093185425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31193673610687256},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21186062693595886},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.19419074058532715},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12366202473640442},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11873078346252441}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.7873773574829102},{"id":"https://openalex.org/C2775891814","wikidata":"https://www.wikidata.org/wiki/Q101879","display_name":"Weed","level":2,"score":0.7305936813354492},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5796446204185486},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5448117852210999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5431957840919495},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5352110862731934},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.48205646872520447},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.47583913803100586},{"id":"https://openalex.org/C1924315","wikidata":"https://www.wikidata.org/wiki/Q5187949","display_name":"Crop diversity","level":3,"score":0.45660096406936646},{"id":"https://openalex.org/C54286561","wikidata":"https://www.wikidata.org/wiki/Q397350","display_name":"Agroforestry","level":1,"score":0.43872788548469543},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.38301438093185425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31193673610687256},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21186062693595886},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.19419074058532715},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12366202473640442},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11873078346252441},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu53274.2021.9477948","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu53274.2021.9477948","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2096448242","https://openalex.org/W2108598243","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2564734427","https://openalex.org/W2739413041","https://openalex.org/W2805267014","https://openalex.org/W2809666330","https://openalex.org/W2895281799","https://openalex.org/W2930246464","https://openalex.org/W2962782553","https://openalex.org/W2963073217","https://openalex.org/W2963107255","https://openalex.org/W2963881378","https://openalex.org/W2972285644","https://openalex.org/W3009328718","https://openalex.org/W3035236545"],"related_works":["https://openalex.org/W2096287037","https://openalex.org/W2754824423","https://openalex.org/W2290847684","https://openalex.org/W4295955213","https://openalex.org/W2502287071","https://openalex.org/W2899031932","https://openalex.org/W1864275811","https://openalex.org/W4241685152","https://openalex.org/W2590099891","https://openalex.org/W1581658898"],"abstract_inverted_index":{"Agricultural":[0],"chemicals,":[1],"which":[2],"are":[3],"frequently":[4],"used":[5,47,80],"in":[6,48,63,81,117],"agricultural":[7,29,49,82],"fields,":[8],"have":[9,141],"many":[10],"different":[11],"side":[12],"effects":[13],"on":[14],"the":[15,26,32,60,67,76,89,112,118,130,132],"environment,":[16],"biological":[17],"diversity":[18,116],"and":[19,56,94,120,137],"people.":[20],"It":[21],"is":[22,41,66,102,126],"aimed":[23,127],"to":[24,51,78,85,110,128],"reduce":[25],"use":[27],"of":[28,34,59,70,114,135],"chemicals":[30],"within":[31],"scope":[33],"sustainable":[35],"agriculture.":[36],"For":[37,73],"this":[38,64,74,98],"purpose,":[39],"it":[40,125],"an":[42],"important":[43],"requirement":[44],"for":[45],"robots":[46],"fields":[50],"precisely":[52],"distinguish":[53],"between":[54],"crops":[55],"weeds.":[57],"One":[58],"biggest":[61],"challenges":[62],"regard":[65],"wide":[68],"variety":[69],"plant":[71],"species.":[72],"reason,":[75],"systems":[77],"be":[79],"areas":[83],"need":[84],"cope":[86],"well":[87],"with":[88],"changes":[90],"caused":[91],"by":[92],"weed":[93,119,138],"crop":[95,121,136],"varieties.":[96],"In":[97],"study,":[99],"a":[100],"examination":[101],"made":[103],"using":[104],"various":[105],"unsupervised":[106],"domain":[107],"adaptation":[108],"approaches":[109],"tackle":[111],"challenge":[113],"species":[115,139],"classification":[122,133],"task.":[123],"Thus,":[124],"measure":[129],"generalize":[131],"process":[134],"that":[140],"not":[142],"been":[143],"seen":[144],"before.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
