{"id":"https://openalex.org/W2991310200","doi":"https://doi.org/10.1109/access.2019.2954845","title":"Strawberry Verticillium Wilt Detection Network Based on Multi-Task Learning and Attention","display_name":"Strawberry Verticillium Wilt Detection Network Based on Multi-Task Learning and Attention","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2991310200","doi":"https://doi.org/10.1109/access.2019.2954845","mag":"2991310200"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2954845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954845","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08908746.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08908746.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072241397","display_name":"Xuan Nie","orcid":"https://orcid.org/0000-0001-6198-4080"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan Nie","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Xi\u2019an, China","School of Software, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017367466","display_name":"Luyao Wang","orcid":"https://orcid.org/0000-0003-2220-842X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyao Wang","raw_affiliation_strings":["School of Software, Northwestern Polytechnical University, Xi\u2019an, China","School of Software, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Software, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001478102","display_name":"Haoxuan Ding","orcid":"https://orcid.org/0000-0001-5444-7332"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoxuan Ding","raw_affiliation_strings":["School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, China","School of Power and Energy, Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Power and Energy, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100413849","display_name":"Min Xu","orcid":"https://orcid.org/0000-0001-9581-8849"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Min Xu","raw_affiliation_strings":["School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072241397"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":9.3127,"has_fulltext":true,"cited_by_count":81,"citation_normalized_percentile":{"value":0.97526847,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"170003","last_page":"170011"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9983999729156494,"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":0.9983999729156494,"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/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12660","display_name":"Plant Disease Management Techniques","score":0.9898999929428101,"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/verticillium-wilt","display_name":"Verticillium wilt","score":0.9832903742790222},{"id":"https://openalex.org/keywords/verticillium-dahliae","display_name":"Verticillium dahliae","score":0.7272674441337585},{"id":"https://openalex.org/keywords/petiole","display_name":"Petiole (insect anatomy)","score":0.657616376876831},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.6273951530456543},{"id":"https://openalex.org/keywords/verticillium","display_name":"Verticillium","score":0.5948013663291931},{"id":"https://openalex.org/keywords/wilt-disease","display_name":"Wilt disease","score":0.49105024337768555},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.3641502261161804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3373926281929016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2954099178314209},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.2504165768623352}],"concepts":[{"id":"https://openalex.org/C2777115150","wikidata":"https://www.wikidata.org/wiki/Q500536","display_name":"Verticillium wilt","level":2,"score":0.9832903742790222},{"id":"https://openalex.org/C2781131586","wikidata":"https://www.wikidata.org/wiki/Q2699339","display_name":"Verticillium dahliae","level":2,"score":0.7272674441337585},{"id":"https://openalex.org/C2779513598","wikidata":"https://www.wikidata.org/wiki/Q1206719","display_name":"Petiole (insect anatomy)","level":3,"score":0.657616376876831},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6273951530456543},{"id":"https://openalex.org/C2778365127","wikidata":"https://www.wikidata.org/wiki/Q2452570","display_name":"Verticillium","level":2,"score":0.5948013663291931},{"id":"https://openalex.org/C2776678335","wikidata":"https://www.wikidata.org/wiki/Q3281368","display_name":"Wilt disease","level":2,"score":0.49105024337768555},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.3641502261161804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3373926281929016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2954099178314209},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.2504165768623352},{"id":"https://openalex.org/C2780653484","wikidata":"https://www.wikidata.org/wiki/Q22651","display_name":"Hymenoptera","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2954845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954845","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08908746.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:34348e73068043c4aa50676fa80fc8b5","is_oa":true,"landing_page_url":"https://doaj.org/article/34348e73068043c4aa50676fa80fc8b5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 170003-170011 (2019)","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/139723","is_oa":true,"landing_page_url":"http://hdl.handle.net/10453/139723","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2954845","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2954845","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08908746.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991310200.pdf","grobid_xml":"https://content.openalex.org/works/W2991310200.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W240721282","https://openalex.org/W639708223","https://openalex.org/W1507506748","https://openalex.org/W1599805786","https://openalex.org/W1992307845","https://openalex.org/W2003109888","https://openalex.org/W2038175477","https://openalex.org/W2085948717","https://openalex.org/W2090482059","https://openalex.org/W2102605133","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2167828202","https://openalex.org/W2194775991","https://openalex.org/W2307770531","https://openalex.org/W2550553598","https://openalex.org/W2565639579","https://openalex.org/W2591488792","https://openalex.org/W2608295741","https://openalex.org/W2613599172","https://openalex.org/W2617039999","https://openalex.org/W2624871570","https://openalex.org/W2753403518","https://openalex.org/W2789255992","https://openalex.org/W2798441115","https://openalex.org/W2798791651","https://openalex.org/W2886330227","https://openalex.org/W2892390628","https://openalex.org/W2893835493","https://openalex.org/W2895340641","https://openalex.org/W2963037989","https://openalex.org/W2963377935","https://openalex.org/W2963495494","https://openalex.org/W2963542991","https://openalex.org/W2964105113","https://openalex.org/W3106250896","https://openalex.org/W6620707391","https://openalex.org/W6628973269","https://openalex.org/W6629368666","https://openalex.org/W6630336748","https://openalex.org/W6635956674","https://openalex.org/W6684191040","https://openalex.org/W6697925102","https://openalex.org/W6728925852","https://openalex.org/W6730903564","https://openalex.org/W6738491513","https://openalex.org/W6739365718","https://openalex.org/W6754956487","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W2084616976","https://openalex.org/W4386199488","https://openalex.org/W2353584231","https://openalex.org/W2355662039","https://openalex.org/W2981378489","https://openalex.org/W748844550","https://openalex.org/W3197070380","https://openalex.org/W2084623614","https://openalex.org/W2586921174","https://openalex.org/W2750482414"],"abstract_inverted_index":{"Plant":[0],"disease":[1,14,20,44,77,105],"detection":[2,11,45,64,78,178,188],"has":[3,125,159],"an":[4],"inestimable":[5],"effect":[6],"on":[7,48,186],"plant":[8,13,92,109],"cultivation.":[9],"Accurate":[10],"of":[12,19,75,90,184,189],"can":[15],"control":[16],"the":[17,60,72,76,88,107,111,115,123,165,173],"spread":[18],"early":[21],"and":[22,51,96,117,134,154,192],"prevent":[23],"unnecessary":[24],"loss.":[25],"Strawberry":[26],"verticillium":[27,37,57,62,84,126,170,176,197],"wilt":[28,38,63,85,177,198],"is":[29,80,167],"a":[30,43,130,140,160,182],"soil-borne,":[31],"multi-symptomatic":[32],"disease.":[33],"To":[34,128],"detect":[35,55],"strawberry":[36,56,61,124,166,175,196],"accurately,":[39],"we":[40,138,180],"first":[41],"propose":[42],"network":[46,65],"based":[47],"Faster":[49],"R-CNN":[50],"multi-task":[52],"learning":[53],"to":[54,87,162],"wilt.":[58,127,171],"Then,":[59],"(SVWDN),":[66],"which":[67],"uses":[68],"attention":[69],"mechanisms":[70],"in":[71],"feature":[73],"extraction":[74],"network,":[79,179],"proposed.":[81],"SVWDN":[82,112],"detects":[83],"according":[86],"symptoms":[89],"detected":[91],"components":[93],"(i.e.,young":[94],"leaves":[95,119],"petioles).":[97],"Compared":[98],"with":[99,148],"other":[100],"existing":[101],"methods":[102],"for":[103,132,195],"detecting":[104],"from":[106,169],"whole":[108],"appearance,":[110],"automatically":[113],"classifies":[114],"petioles":[116],"young":[118],"while":[120],"determining":[121],"whether":[122,164],"provide":[129],"dataset":[131,142],"evaluating":[133],"testing":[135],"our":[136],"method,":[137],"construct":[139],"large":[141],"that":[143],"contains":[144],"3,":[145],"531":[146],"images":[147],"4":[149,190],"categories":[150,191],"(Healthy_leaf,":[151],"Healthy_petiole,":[152],"Verticillium_leaf":[153],"Verticillium_petiole).":[155],"Each":[156],"image":[157],"also":[158],"label":[161],"indicate":[163],"suffering":[168],"With":[172],"proposed":[174],"achieved":[181],"mAP":[183],"77.54%":[185],"object":[187],"99.95%":[193],"accuracy":[194],"detection.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
