{"id":"https://openalex.org/W4405863545","doi":"https://doi.org/10.1016/j.compag.2024.109882","title":"A hybrid CNN-Transformer model for identification of wheat varieties and growth stages using high-throughput phenotyping","display_name":"A hybrid CNN-Transformer model for identification of wheat varieties and growth stages using high-throughput phenotyping","publication_year":2024,"publication_date":"2024-12-28","ids":{"openalex":"https://openalex.org/W4405863545","doi":"https://doi.org/10.1016/j.compag.2024.109882"},"language":"en","primary_location":{"id":"doi:10.1016/j.compag.2024.109882","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2024.109882","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-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/A5104284303","display_name":"Yu-Jin Jeon","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yu-Jin Jeon","raw_affiliation_strings":["Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086524205","display_name":"Min Jeong Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I155671955","display_name":"Korea Atomic Energy Research Institute","ror":"https://ror.org/01xb4fs50","country_code":"KR","type":"facility","lineage":["https://openalex.org/I155671955","https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min Jeong Hong","raw_affiliation_strings":["Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute (KAERI), Jeongeup, Jeollabuk-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute (KAERI), Jeongeup, Jeollabuk-do, Republic of Korea","institution_ids":["https://openalex.org/I155671955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074275022","display_name":"Chan Seop Ko","orcid":"https://orcid.org/0000-0001-9753-2959"},"institutions":[{"id":"https://openalex.org/I155671955","display_name":"Korea Atomic Energy Research Institute","ror":"https://ror.org/01xb4fs50","country_code":"KR","type":"facility","lineage":["https://openalex.org/I155671955","https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chan Seop Ko","raw_affiliation_strings":["Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute (KAERI), Jeongeup, Jeollabuk-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Advanced Radiation Technology Institute, Korea Atomic Energy Research Institute (KAERI), Jeongeup, Jeollabuk-do, Republic of Korea","institution_ids":["https://openalex.org/I155671955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045168559","display_name":"So Jin Park","orcid":"https://orcid.org/0000-0002-3449-7532"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"So Jin Park","raw_affiliation_strings":["Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648773","display_name":"Hyein Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyein Lee","raw_affiliation_strings":["Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026923747","display_name":"W.S. Lee","orcid":"https://orcid.org/0009-0002-6903-1043"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won-Gyeong Lee","raw_affiliation_strings":["Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100628356","display_name":"Dae-Hyun Jung","orcid":"https://orcid.org/0000-0002-9826-2695"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dae-Hyun Jung","raw_affiliation_strings":["Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Smart Farm Science, Kyung Hee University, Yongin, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100628356"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":{"value":3680,"currency":"USD","value_usd":3680},"apc_paid":null,"fwci":8.6084,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97616078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"230","issue":null,"first_page":"109882","last_page":"109882"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9965999722480774,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9721999764442444,"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/identification","display_name":"Identification (biology)","score":0.5801448822021484},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.547921895980835},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5107081532478333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4678547978401184},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42100146412849426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39783722162246704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33257347345352173},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.31139153242111206},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.10525166988372803},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09506687521934509},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06207895278930664}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5801448822021484},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.547921895980835},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5107081532478333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4678547978401184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42100146412849426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39783722162246704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33257347345352173},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.31139153242111206},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.10525166988372803},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09506687521934509},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06207895278930664},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compag.2024.109882","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compag.2024.109882","pdf_url":null,"source":{"id":"https://openalex.org/S116775814","display_name":"Computers and Electronics in Agriculture","issn_l":"0168-1699","issn":["0168-1699","1872-7107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers and Electronics in Agriculture","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G650153115","display_name":null,"funder_award_id":"KHU-20222211","funder_id":"https://openalex.org/F4320321332","funder_display_name":"Kyung Hee University"},{"id":"https://openalex.org/G8029499847","display_name":null,"funder_award_id":"KHU- 20222211","funder_id":"https://openalex.org/F4320321332","funder_display_name":"Kyung Hee University"}],"funders":[{"id":"https://openalex.org/F4320321332","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W315072537","https://openalex.org/W841202094","https://openalex.org/W1820386229","https://openalex.org/W1966423273","https://openalex.org/W1967395374","https://openalex.org/W1968006906","https://openalex.org/W1976507225","https://openalex.org/W1993016435","https://openalex.org/W2016090370","https://openalex.org/W2021984916","https://openalex.org/W2038550525","https://openalex.org/W2061030406","https://openalex.org/W2067782748","https://openalex.org/W2150823344","https://openalex.org/W2187089797","https://openalex.org/W2747364803","https://openalex.org/W2761176843","https://openalex.org/W2791512297","https://openalex.org/W2914498877","https://openalex.org/W2918408501","https://openalex.org/W2919115771","https://openalex.org/W2942962169","https://openalex.org/W2953288823","https://openalex.org/W3012561096","https://openalex.org/W3029601471","https://openalex.org/W3033413873","https://openalex.org/W3102927640","https://openalex.org/W3140854437","https://openalex.org/W3159378418","https://openalex.org/W3162704217","https://openalex.org/W3175912960","https://openalex.org/W3197254836","https://openalex.org/W3198159864","https://openalex.org/W3199187245","https://openalex.org/W3204337549","https://openalex.org/W3205772352","https://openalex.org/W3208954537","https://openalex.org/W4206112591","https://openalex.org/W4220833301","https://openalex.org/W4237377391","https://openalex.org/W4321792493","https://openalex.org/W4366495227","https://openalex.org/W4387873328","https://openalex.org/W4391539719","https://openalex.org/W4400410071","https://openalex.org/W4400447868","https://openalex.org/W6611176747","https://openalex.org/W6638537292","https://openalex.org/W6794156790","https://openalex.org/W6801572865","https://openalex.org/W6868809069"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2760721665","https://openalex.org/W2107954672","https://openalex.org/W330130819","https://openalex.org/W2288610023","https://openalex.org/W2112044895","https://openalex.org/W3121416282","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}