{"id":"https://openalex.org/W4385358934","doi":"https://doi.org/10.3390/s23156701","title":"Tomato Maturity Detection and Counting Model Based on MHSA-YOLOv8","display_name":"Tomato Maturity Detection and Counting Model Based on MHSA-YOLOv8","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385358934","doi":"https://doi.org/10.3390/s23156701","pmid":"https://pubmed.ncbi.nlm.nih.gov/37571485"},"language":"en","primary_location":{"id":"doi:10.3390/s23156701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156701","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6701/pdf?version=1690456745","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/15/6701/pdf?version=1690456745","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100614511","display_name":"Ping Li","orcid":"https://orcid.org/0000-0002-8391-6510"},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Li","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101253877","display_name":"Jishu Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jishu Zheng","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777620","display_name":"Peiyuan Li","orcid":"https://orcid.org/0000-0002-0057-2637"},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyuan Li","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101235028","display_name":"Hanwei Long","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanwei Long","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111825474","display_name":"Mai Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mai Li","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078992419","display_name":"Lihong Gao","orcid":"https://orcid.org/0009-0005-4608-7724"},"institutions":[{"id":"https://openalex.org/I4210152816","display_name":"Chongqing Academy of Agricultural Sciences","ror":"https://ror.org/05hwakx34","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210152816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lihong Gao","raw_affiliation_strings":["Chongqing Academy of Agricultural Sciences, Chongqing 401329, China"],"raw_orcid":"https://orcid.org/0009-0005-4608-7724","affiliations":[{"raw_affiliation_string":"Chongqing Academy of Agricultural Sciences, Chongqing 401329, China","institution_ids":["https://openalex.org/I4210152816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078992419"],"corresponding_institution_ids":["https://openalex.org/I4210152816"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":45.57,"has_fulltext":true,"cited_by_count":122,"citation_normalized_percentile":{"value":0.99887069,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"23","issue":"15","first_page":"6701","last_page":"6701"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9460999965667725,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.7046926617622375},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5012450218200684},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49101996421813965},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4354485273361206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3885577917098999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3598196506500244},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1159605085849762}],"concepts":[{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.7046926617622375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5012450218200684},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49101996421813965},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4354485273361206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3885577917098999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3598196506500244},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1159605085849762},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005638","descriptor_name":"Fruit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007743","descriptor_name":"Labor, Obstetric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007743","descriptor_name":"Labor, Obstetric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007743","descriptor_name":"Labor, Obstetric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018551","descriptor_name":"Solanum lycopersicum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018551","descriptor_name":"Solanum lycopersicum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018551","descriptor_name":"Solanum lycopersicum","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23156701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156701","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6701/pdf?version=1690456745","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37571485","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37571485","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10422388","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10422388","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10422388/pdf/sensors-23-06701.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ff2dcf6b112c485b9acf552582f013ae","is_oa":true,"landing_page_url":"https://doaj.org/article/ff2dcf6b112c485b9acf552582f013ae","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 15, p 6701 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/15/6701/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23156701","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 15; Pages: 6701","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23156701","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23156701","pdf_url":"https://www.mdpi.com/1424-8220/23/15/6701/pdf?version=1690456745","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327639","display_name":"Centre Scientifique et Technique du B\u00e2timent","ror":"https://ror.org/02fsd1928"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385358934.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1561568458","https://openalex.org/W2026606622","https://openalex.org/W2033836466","https://openalex.org/W2055892944","https://openalex.org/W2063079640","https://openalex.org/W2072600888","https://openalex.org/W2119267682","https://openalex.org/W2552078596","https://openalex.org/W2577461946","https://openalex.org/W2609151886","https://openalex.org/W2735768511","https://openalex.org/W2778376722","https://openalex.org/W2778695992","https://openalex.org/W2803587067","https://openalex.org/W2811442431","https://openalex.org/W2890591987","https://openalex.org/W2894904576","https://openalex.org/W2924094660","https://openalex.org/W2946006727","https://openalex.org/W2968483510","https://openalex.org/W2981656610","https://openalex.org/W3011244761","https://openalex.org/W3017126935","https://openalex.org/W3047474173","https://openalex.org/W3086182095","https://openalex.org/W3098022439","https://openalex.org/W3126336475","https://openalex.org/W3162594726","https://openalex.org/W3176244828","https://openalex.org/W3176707021","https://openalex.org/W3180576791","https://openalex.org/W3197183349","https://openalex.org/W3198517303","https://openalex.org/W3201087999","https://openalex.org/W3202696227","https://openalex.org/W3212787317","https://openalex.org/W3214339060","https://openalex.org/W4200206594","https://openalex.org/W4200322067","https://openalex.org/W4205087071","https://openalex.org/W4214685408","https://openalex.org/W4280511870","https://openalex.org/W4288460555","https://openalex.org/W4293420155","https://openalex.org/W4294162762","https://openalex.org/W4304759325","https://openalex.org/W4304893380","https://openalex.org/W4323265917","https://openalex.org/W4385245566","https://openalex.org/W6677842454","https://openalex.org/W6739901393","https://openalex.org/W6741305890"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0,30,60,129,193,229],"online":[1,209,292],"automated":[2],"maturity":[3,38,106,139,195,242,273],"grading":[4,32,107,140,196,224,243,274,293,300],"and":[5,22,33,46,49,65,97,133,150,179,190,197,223,244,270,276,294,301],"counting":[6,34,184,198,245,277,295],"of":[7,18,35,56,62,135,157,173,181,226,232,258],"tomato":[8,36,86,105,137,194,227,241,272],"fruits":[9],"has":[10,68],"a":[11,79,161,240,264],"certain":[12],"promoting":[13],"effect":[14],"on":[15,53,103,144],"digital":[16,80],"supervision":[17],"fruit":[19,37,87,138],"growth":[20],"status":[21],"unmanned":[23],"precision":[24,51],"operations":[25],"during":[26],"the":[27,54,104,110,122,136,155,158,170,175,182,221,256,259,281],"planting":[28],"process.":[29],"traditional":[31],"is":[39,44,82,114,204],"mostly":[40],"done":[41],"manually,":[42],"which":[43,153,216],"time-consuming":[45],"laborious":[47],"work,":[48,77],"its":[50],"depends":[52],"accuracy":[55],"human":[57],"eye":[58],"observation.":[59],"combination":[61],"artificial":[63],"intelligence":[64],"machine":[66],"vision":[67],"to":[69,84,116,120,125,169,219],"some":[70],"extent":[71],"solved":[72],"this":[73,76,202,233,261,285],"problem.":[74],"In":[75],"firstly,":[78],"camera":[81],"used":[83],"obtain":[85],"image":[88],"datasets,":[89],"taking":[90],"into":[91],"account":[92],"factors":[93],"such":[94],"as":[95,237],"occlusion":[96],"external":[98],"light":[99],"interference.":[100],"Secondly,":[101],"based":[102,143],"task":[108],"requirements,":[109],"MHSA":[111],"attention":[112],"mechanism":[113],"adopted":[115],"improve":[117,220],"YOLOv8's":[118],"backbone":[119],"enhance":[121],"network's":[123],"ability":[124],"extract":[126],"diverse":[127],"features.":[128],"Precision,":[130,176],"Recall,":[131,177],"F1-score,":[132,178],"mAP50":[134,180],"model":[141,159,165,199],"constructed":[142,183,200,283],"MHSA-YOLOv8":[145],"were":[146,186],"0.806,":[147,149],"0.807,":[148],"0.864,":[151],"respectively,":[152],"improved":[154],"performance":[156,172],"with":[160],"slight":[162],"increase":[163],"in":[164,201,284],"size.":[166],"Finally,":[167],"thanks":[168],"excellent":[171],"MHSA-YOLOv8,":[174,269],"models":[185,275,282],"0.990,":[187],"0.960,":[188],"0.975,":[189],"0.916,":[191],"respectively.":[192],"study":[203,234,262,286],"not":[205,288],"only":[206,289],"suitable":[207,290],"for":[208,213,291,298],"detection":[210,267],"but":[211,296],"also":[212,297],"offline":[214,299],"detection,":[215],"greatly":[217],"helps":[218],"harvesting":[222],"efficiency":[225],"growers.":[228],"main":[230],"innovations":[231],"are":[235,287],"summarized":[236],"follows:":[238],"(1)":[239],"dataset":[246],"collected":[247],"from":[248],"actual":[249],"production":[250],"scenarios":[251],"was":[252],"constructed;":[253],"(2)":[254],"considering":[255],"complexity":[257],"environment,":[260],"proposes":[263],"new":[265],"object":[266],"method,":[268],"constructs":[271],"models,":[278],"respectively;":[279],"(3)":[280],"counting.":[302]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":54},{"year":2024,"cited_by_count":56},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
