{"id":"https://openalex.org/W4407774784","doi":"https://doi.org/10.1145/3711129.3711137","title":"Identification of shanlan upland rice varieties based on improved YOLOv8s","display_name":"Identification of shanlan upland rice varieties based on improved YOLOv8s","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774784","doi":"https://doi.org/10.1145/3711129.3711137"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711137","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","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":null,"display_name":"Haiyi Gao","orcid":"https://orcid.org/0009-0007-2720-8599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haiyi Gao","raw_affiliation_strings":["Hainan Vocational University of Science and Technology, Haikou, Hainan, China"],"raw_orcid":"https://orcid.org/0009-0007-2720-8599","affiliations":[{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, Hainan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007743020","display_name":"Peng Jinlian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinlian Peng","raw_affiliation_strings":["Hainan Vocational University of Science and Technology, Haikou, Hainan, China"],"raw_orcid":"https://orcid.org/0009-0000-5103-9800","affiliations":[{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, Hainan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011695921","display_name":"Quanwei Lu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quanwei Lu","raw_affiliation_strings":["Hainan Vocational University of Science and Technology, Haikou, Hainan, China"],"raw_orcid":"https://orcid.org/0009-0005-9144-986X","affiliations":[{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, Hainan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Qi Li","orcid":"https://orcid.org/0009-0004-5048-8160"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qi Li","raw_affiliation_strings":["Hainan Vocational University of Science and Technology, Haikou, Hainan, China"],"raw_orcid":"https://orcid.org/0009-0004-5048-8160","affiliations":[{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, Hainan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14690539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13142","display_name":"GABA and Rice Research","score":0.9027000069618225,"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/T13142","display_name":"GABA and Rice Research","score":0.9027000069618225,"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":0.7193716764450073},{"id":"https://openalex.org/keywords/upland-rice","display_name":"Upland rice","score":0.6834502220153809},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.5020523071289062},{"id":"https://openalex.org/keywords/oryza-sativa","display_name":"Oryza sativa","score":0.22269389033317566},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1900840699672699},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.12295722961425781},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.06351584196090698}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7193716764450073},{"id":"https://openalex.org/C200830176","wikidata":"https://www.wikidata.org/wiki/Q3434007","display_name":"Upland rice","level":4,"score":0.6834502220153809},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.5020523071289062},{"id":"https://openalex.org/C2778543611","wikidata":"https://www.wikidata.org/wiki/Q161426","display_name":"Oryza sativa","level":3,"score":0.22269389033317566},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1900840699672699},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.12295722961425781},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.06351584196090698},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711137","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711137","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2386059123","https://openalex.org/W3114691940","https://openalex.org/W3215730413","https://openalex.org/W2991351976","https://openalex.org/W3047088923","https://openalex.org/W1635573852","https://openalex.org/W2789648427","https://openalex.org/W3000104641","https://openalex.org/W2322800738","https://openalex.org/W1964459165"],"abstract_inverted_index":{"As":[0],"a":[1,32],"unique":[2],"wild":[3],"upland":[4,9,25,34,181],"rice":[5,10,26,35,78,182],"in":[6,72,118],"Hainan,":[7],"shanlan":[8,24,33,180],"has":[11],"important":[12],"germplasm":[13],"resources":[14],"value.":[15],"In":[16],"order":[17],"to":[18,61,68,82,99,108,176],"deal":[19],"with":[20,125,143],"the":[21,45,63,66,73,84,89,102,106,122,140,151,155,177],"problem":[22],"of":[23,65,75,88,105,120,179],"variety":[27,36],"recognition,":[28],"this":[29],"paper":[30],"proposes":[31],"recognition":[37],"algorithm":[38],"based":[39],"on":[40],"improved":[41,169],"YOLOv8":[42,100],"s.":[43],"Firstly,":[44],"attention":[46,126],"mechanism":[47,127],"and":[48,86,128,146,162],"CBAM":[49,129],"(":[50,95],"Convolutional":[51],"Block":[52],"Attention":[53],"Module":[54],")":[55,97],"module":[56,98,130,145],"are":[57],"introduced":[58],"into":[59],"YOLOv8s":[60,153,170],"enhance":[62],"ability":[64],"model":[67,107,124,142,157,171],"extract":[69],"key":[70],"features":[71,109],"task":[74],"identifying":[76],"Shanlan":[77],"varieties,":[79],"so":[80],"as":[81],"improve":[83],"accuracy":[85,165],"robustness":[87],"model.":[90],"Secondly,":[91],"by":[92],"adding":[93],"SE":[94,144],"Squeeze-and-Excitation":[96],"s,":[101],"utilization":[103],"efficiency":[104],"is":[110,131,135],"effectively":[111],"improved.":[112],"The":[113,168],"experimental":[114],"results":[115],"show":[116],"that:":[117],"terms":[119],"accuracy,":[121],"YOLOv8s-attention-CBAM":[123],"89.8":[132],"%,":[133],"which":[134],"1":[136],"%":[137,148],"higher":[138,149],"than":[139,150],"YOLOv8s-Attention-SE":[141,156],"5.44":[147],"original":[152],"model;":[154],"shows":[158],"more":[159],"stable":[160],"performance,":[161],"its":[163],"average":[164],"fluctuates":[166],"less.":[167],"can":[172],"be":[173],"better":[174],"applied":[175],"identification":[178],"varieties.":[183]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}