{"id":"https://openalex.org/W4381537506","doi":"https://doi.org/10.1109/access.2023.3272985","title":"Leaf Disease Detection Based on Lightweight Deep Residual Network and Attention Mechanism","display_name":"Leaf Disease Detection Based on Lightweight Deep Residual Network and Attention Mechanism","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381537506","doi":"https://doi.org/10.1109/access.2023.3272985"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3272985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3272985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10115430.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":null,"license_id":null,"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/ielx7/6287639/10005208/10115430.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100603146","display_name":"Zhiyong Xiao","orcid":"https://orcid.org/0000-0003-3187-1629"},"institutions":[{"id":"https://openalex.org/I4210149786","display_name":"Jiangxi Institute Of Economic Administraors","ror":"https://ror.org/058edxh67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149786"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyong Xiao","raw_affiliation_strings":["School of Electronic and Information Engineering, Jiangxi Institute of Economic Administrators, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Jiangxi Institute of Economic Administrators, Nanchang, China","institution_ids":["https://openalex.org/I4210149786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067137343","display_name":"Yongge Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongge Shi","raw_affiliation_strings":["Department of Information Engineering, Gongqing Institute of Science and Technology, Jiujiang, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Gongqing Institute of Science and Technology, Jiujiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023431415","display_name":"Gailin Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gailin Zhu","raw_affiliation_strings":["Zhuhai Unitech Power Technology Company Ltd., Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Zhuhai Unitech Power Technology Company Ltd., Zhuhai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101521940","display_name":"Jianping Xiong","orcid":"https://orcid.org/0009-0007-5461-4840"},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Xiong","raw_affiliation_strings":["Industrial Center, Shenzhen Polytechnic, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Industrial Center, Shenzhen Polytechnic, Shenzhen, China","institution_ids":["https://openalex.org/I182722699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031798812","display_name":"Jianhua Wu","orcid":"https://orcid.org/0000-0002-4505-0568"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Wu","raw_affiliation_strings":["School of Information Engineering, Nanchang University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100603146"],"corresponding_institution_ids":["https://openalex.org/I4210149786"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":17.6318,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.99176327,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"48248","last_page":"48258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9671000242233276,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7972445487976074},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7751237154006958},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6077668070793152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5900667905807495},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5109350085258484},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.497196227312088},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4652833342552185},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4262702763080597},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.41161614656448364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3767733871936798},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17522749304771423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7972445487976074},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7751237154006958},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6077668070793152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5900667905807495},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5109350085258484},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.497196227312088},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4652833342552185},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4262702763080597},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.41161614656448364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3767733871936798},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17522749304771423},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3272985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3272985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10115430.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1a76f3ad5ea941999fadae5a4f9b7cbc","is_oa":true,"landing_page_url":"https://doaj.org/article/1a76f3ad5ea941999fadae5a4f9b7cbc","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 48248-48258 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3272985","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3272985","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10115430.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1285557727","display_name":null,"funder_award_id":"L202035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3487994304","display_name":null,"funder_award_id":"GJJ2210505","funder_id":"https://openalex.org/F4320325626","funder_display_name":"Education Department of Jiangxi Province"},{"id":"https://openalex.org/G3904578674","display_name":null,"funder_award_id":"62041106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4748185005","display_name":null,"funder_award_id":"20202BAB","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5760752404","display_name":null,"funder_award_id":"Projects","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5902236670","display_name":null,"funder_award_id":"20202BABL202035","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7912882932","display_name":null,"funder_award_id":"041106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381537506.pdf","grobid_xml":"https://content.openalex.org/works/W4381537506.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2559204099","https://openalex.org/W2586091672","https://openalex.org/W2614850301","https://openalex.org/W2730129132","https://openalex.org/W2752782242","https://openalex.org/W2790979755","https://openalex.org/W2799842361","https://openalex.org/W2807820559","https://openalex.org/W2883780447","https://openalex.org/W2884585870","https://openalex.org/W2886985877","https://openalex.org/W2929572315","https://openalex.org/W2950621961","https://openalex.org/W2969837424","https://openalex.org/W2981851292","https://openalex.org/W3005457696","https://openalex.org/W3083473462","https://openalex.org/W3117368030","https://openalex.org/W3118817727","https://openalex.org/W3131032234","https://openalex.org/W3143922534","https://openalex.org/W3144659988","https://openalex.org/W3153088206","https://openalex.org/W3171019536","https://openalex.org/W3212089762","https://openalex.org/W4210279595","https://openalex.org/W4212853935","https://openalex.org/W4226080951","https://openalex.org/W4226165565","https://openalex.org/W4229450580","https://openalex.org/W4283257278","https://openalex.org/W4286433563","https://openalex.org/W4308033654","https://openalex.org/W6626481562","https://openalex.org/W6761337362","https://openalex.org/W6807311491"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2382997850","https://openalex.org/W4375867731","https://openalex.org/W2390968135","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2391494895","https://openalex.org/W4212797925"],"abstract_inverted_index":{"In":[0,19],"today\u2019s":[1],"leaf":[2,22,48,120,187],"disease":[3,23,49],"detection,":[4],"the":[5,33,36,41,79,105,108,115,119,130,141,149,162,177,182],"accuracy":[6,56,123,142],"of":[7,12,35,38,43,76,118,124,143,164,181],"recognition":[8,24],"has":[9],"never":[10],"been":[11],"such":[13],"importance":[14],"as":[15],"it":[16],"is":[17,135,153],"now.":[18],"this":[20],"aspect,":[21],"method":[25],"based":[26,63],"on":[27,32,64,133,151,161],"machine":[28],"learning":[29],"relies":[30],"heavily":[31],"size":[34],"region":[37,75],"interest":[39,77],"and":[40,57,68,78,93,126,137,140,145,155,168,179],"dispersion":[42],"lesions.":[44],"Professional":[45],"instrument":[46],"for":[47,71],"detection":[50],"remains":[51],"a":[52,94],"challenging":[53],"task":[54],"in":[55,101,185],"convenience.":[58],"A":[59],"new":[60],"lightweight":[61],"model":[62,131,150],"advanced":[65],"residual":[66,90],"network":[67,91],"attention":[69,99],"mechanism":[70],"extracting":[72],"more":[73],"accurate":[74],"lesion,":[80],"SE-VRNet,":[81],"was":[82,111],"proposed.":[83],"The":[84,122,158],"proposed":[85,183],"SE-VRNet":[86,132,184],"incorporated":[87],"deep":[88],"variant":[89],"(VRNet)":[92],"squeeze-and-excitation":[95],"(SE)":[96],"module":[97],"with":[98,189],"mechanism,":[100],"order":[102],"to":[103,114],"solve":[104],"problem":[106],"that":[107],"feature":[109],"extraction":[110],"difficult":[112],"due":[113],"dispersed":[116],"location":[117],"disease.":[121],"top-1":[125,144],"top-3":[127,146],"obtained":[128,147],"by":[129,148],"NewData":[134,167],"99.73%":[136],"99.98%,":[138],"respectively,":[139],"SelfData":[152,169],"95.71%":[154],"99.89%,":[156],"respectively.":[157],"experimental":[159],"results":[160],"datasets":[163],"PlantVillage,":[165],"OriData,":[166],"were":[170],"better":[171],"than":[172],"other":[173],"state-of-the-art":[174],"methods,":[175],"demonstrating":[176],"effectiveness":[178],"feasibility":[180],"identifying":[186],"diseases":[188],"mobile":[190],"devices.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
