{"id":"https://openalex.org/W7225825385","doi":"https://doi.org/10.4081/jae.2026.2317","title":"MSIFD-Net: tea stem recognition network based on multi-scale interaction combined feature decoupling","display_name":"MSIFD-Net: tea stem recognition network based on multi-scale interaction combined feature decoupling","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225825385","doi":"https://doi.org/10.4081/jae.2026.2317"},"language":"en","primary_location":{"id":"doi:10.4081/jae.2026.2317","doi":"https://doi.org/10.4081/jae.2026.2317","is_oa":true,"landing_page_url":"https://doi.org/10.4081/jae.2026.2317","pdf_url":null,"source":{"id":"https://openalex.org/S4210183815","display_name":"Journal of Agricultural Engineering","issn_l":"1974-7071","issn":["1974-7071","2239-6268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319913","host_organization_name":"PAGEPress (Italy)","host_organization_lineage":["https://openalex.org/P4310319913"],"host_organization_lineage_names":["PAGEPress (Italy)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Agricultural Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.4081/jae.2026.2317","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032833147","display_name":"Jiangsheng Gui","orcid":"https://orcid.org/0009-0000-9705-8003","observed_orcids":["https://orcid.org/0009-0000-9705-8003","https://orcid.org/0009-0005-1068-7576"]},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangsheng Gui","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161447114","display_name":"Yunxing Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxing Huang","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104347433","display_name":"Jiancong Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancong Wu","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou, Zhejiang","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5152694693","display_name":"Jianneng Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianneng Chen","raw_affiliation_strings":["School of Mechanical Engineering, Zhejiang Sci-Tech University, Hangzhou, Zhejiang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Zhejiang Sci-Tech University, Hangzhou, Zhejiang","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012019449","display_name":"Jiangming Jia","orcid":"https://orcid.org/0000-0002-0224-5947","observed_orcids":["https://orcid.org/0000-0002-0224-5947"]},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangming Jia","raw_affiliation_strings":["School of Mechanical Engineering, Zhejiang Sci-Tech University, Hangzhou, Zhejiang"],"raw_orcid":"https://orcid.org/0000-0002-0224-5947","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Zhejiang Sci-Tech University, Hangzhou, Zhejiang","institution_ids":["https://openalex.org/I1328775524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":{"value":300,"currency":"EUR","value_usd":323},"apc_paid":{"value":300,"currency":"EUR","value_usd":323},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9810000061988831,"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":0.9810000061988831,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.01860000006854534,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":9.999999747378752e-05,"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"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.7573000192642212},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7257999777793884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6137999892234802},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5511999726295471},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4595000147819519},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.4546999931335449},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.40790000557899475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36809998750686646},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3231000006198883},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3118000030517578},{"id":"https://openalex.org/C2992814287","wikidata":"https://www.wikidata.org/wiki/Q484083","display_name":"Green tea","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.27160000801086426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4081/jae.2026.2317","doi":"https://doi.org/10.4081/jae.2026.2317","is_oa":true,"landing_page_url":"https://doi.org/10.4081/jae.2026.2317","pdf_url":null,"source":{"id":"https://openalex.org/S4210183815","display_name":"Journal of Agricultural Engineering","issn_l":"1974-7071","issn":["1974-7071","2239-6268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319913","host_organization_name":"PAGEPress (Italy)","host_organization_lineage":["https://openalex.org/P4310319913"],"host_organization_lineage_names":["PAGEPress (Italy)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Agricultural Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4081/jae.2026.2317","doi":"https://doi.org/10.4081/jae.2026.2317","is_oa":true,"landing_page_url":"https://doi.org/10.4081/jae.2026.2317","pdf_url":null,"source":{"id":"https://openalex.org/S4210183815","display_name":"Journal of Agricultural Engineering","issn_l":"1974-7071","issn":["1974-7071","2239-6268"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-b","jufo-1","poland-70","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319913","host_organization_name":"PAGEPress (Italy)","host_organization_lineage":["https://openalex.org/P4310319913"],"host_organization_lineage_names":["PAGEPress (Italy)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Agricultural Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1997743008","https://openalex.org/W2111645492","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2511131004","https://openalex.org/W2752782242","https://openalex.org/W2798539613","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2944779197","https://openalex.org/W2962897020","https://openalex.org/W3007512540","https://openalex.org/W3184439416","https://openalex.org/W4200527173","https://openalex.org/W4200634144","https://openalex.org/W4317486508","https://openalex.org/W4321496090","https://openalex.org/W4385220723","https://openalex.org/W4385984525","https://openalex.org/W4391508813","https://openalex.org/W4400073289","https://openalex.org/W4402754006"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"tea":[1,13,20,62,70,90,207],"bud":[2,21,91],"detection":[3,22,40,92],"is":[4],"essential":[5],"for":[6],"intelligent":[7],"tea-picking":[8,222],"robots.":[9],"After":[10],"multiple":[11],"harvests,":[12],"stems":[14,25,50,63,208],"appear":[15],"more":[16],"frequently,":[17],"and":[18,35,42,98,116,121,209,217],"many":[19],"models":[23],"misclassify":[24],"as":[26,64],"buds":[27],"due":[28],"to":[29,56,101,148,184,220],"subtle":[30],"differences":[31],"in":[32,113],"shape,":[33],"texture,":[34],"color.":[36],"Such":[37],"errors":[38],"reduce":[39,57,149],"accuracy":[41],"may":[43],"damage":[44,219],"the":[45,58,86,152,155,178,197,211,221],"end":[46,224],"effector":[47],"when":[48],"rigid":[49],"are":[51],"mistakenly":[52],"selected.":[53],"In":[54,136],"order":[55],"false":[59,202],"identification":[60],"of":[61,88,157,165,189,213],"buds,":[65],"this":[66],"study":[67],"proposes":[68],"a":[69,89,138,162,187],"stem":[71],"recognition":[72],"network":[73,95],"based":[74],"on":[75],"multi-scale":[76,114,124],"interaction":[77,125],"combined":[78],"with":[79,173],"feature":[80,139,143],"decoupling":[81,140],"(MSIFD-Net),":[82],"which":[83],"operates":[84],"at":[85],"output":[87],"model.":[93],"The":[94],"exploits":[96],"shallow":[97],"deep":[99],"features":[100,115,132],"enhance":[102],"fine-grained":[103],"discrimination.":[104],"An":[105],"Adaptive":[106],"Channel\u2013Spatial":[107],"Attention":[108],"module":[109,141],"suppresses":[110],"irrelevant":[111],"responses":[112],"emphasizes":[117],"key":[118],"spatial":[119],"regions":[120],"channels.":[122],"A":[123],"structure":[126],"extracts":[127],"complementary":[128],"information":[129],"from":[130,182],"global":[131],"across":[133],"different":[134],"scales.":[135],"addition,":[137],"separates":[142],"components":[144],"into":[145,159],"independent":[146],"subspaces":[147],"redundancy.":[150],"On":[151],"ZC108":[153],"dataset,":[154],"integration":[156],"MSIFD-Net":[158],"YOLOv11":[160,174],"achieved":[161],"peak":[163],"AP":[164],"91.28%,":[166],"improving":[167],"by":[168,205],"10.23":[169],"percentage":[170,191],"points":[171],"compared":[172],"without":[175],"MSIFD-Net.":[176],"Furthermore,":[177],"FDR":[179],"decreased":[180,210],"markedly":[181],"22.22%":[183],"1.1%,":[185],"representing":[186],"reduction":[188],"21.12":[190],"points.":[192],"These":[193],"results":[194],"demonstrated":[195],"that":[196],"proposed":[198],"method":[199],"effectively":[200],"reduced":[201],"detections":[203],"caused":[204],"residual":[206],"risk":[212],"unnecessary":[214],"picking":[215],"operations":[216],"potential":[218],"robot":[223],"effector.":[225]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}
