{"id":"https://openalex.org/W4399658515","doi":"https://doi.org/10.1145/3641584.3641667","title":"Tomato leaf disease identification based on attention and inception mechanism","display_name":"Tomato leaf disease identification based on attention and inception mechanism","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4399658515","doi":"https://doi.org/10.1145/3641584.3641667"},"language":"en","primary_location":{"id":"doi:10.1145/3641584.3641667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641584.3641667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641584.3641667?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3641584.3641667?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066686409","display_name":"Guangyuan Zhao","orcid":"https://orcid.org/0000-0003-1905-6875"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyuan Zhao","raw_affiliation_strings":["School of Automation, Xi'an University of Posts & Telecommunications, China"],"raw_orcid":"https://orcid.org/0000-0003-1905-6875","affiliations":[{"raw_affiliation_string":"School of Automation, Xi'an University of Posts & Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004329577","display_name":"Baozhen Li","orcid":"https://orcid.org/0009-0007-4465-0012"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baozhen Li","raw_affiliation_strings":["School of Automation, Xi'an University of Posts & Telecommunications, China"],"raw_orcid":"https://orcid.org/0009-0007-4465-0012","affiliations":[{"raw_affiliation_string":"School of Automation, Xi'an University of Posts & Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102809950","display_name":"Xu Huang","orcid":"https://orcid.org/0009-0006-1268-6443"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Huang","raw_affiliation_strings":["School of Automation, Xi'an University of Posts & Telecommunications, China"],"raw_orcid":"https://orcid.org/0009-0006-1268-6443","affiliations":[{"raw_affiliation_string":"School of Automation, Xi'an University of Posts & Telecommunications, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31312902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"557","last_page":"563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.998199999332428,"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":0.998199999332428,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9908999800682068,"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":0.9772999882698059,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7647945284843445},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.7162864208221436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5317092537879944},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4950474798679352},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1829392910003662},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.13995873928070068},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11495307087898254},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10362997651100159}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7647945284843445},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7162864208221436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5317092537879944},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4950474798679352},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1829392910003662},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.13995873928070068},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11495307087898254},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10362997651100159},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641584.3641667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641584.3641667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641584.3641667?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641584.3641667","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641584.3641667","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3641584.3641667?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Artificial Intelligence and Pattern Recognition (AIPR)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399658515.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2361749505","https://openalex.org/W2730129132","https://openalex.org/W2902625477","https://openalex.org/W2943036395","https://openalex.org/W3095722810","https://openalex.org/W3195569425"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382997850","https://openalex.org/W2382290278"],"abstract_inverted_index":{"To":[0],"address":[1,74],"the":[2,49,62,70,75,90,94,103,114,119,125,155,165,175],"problems":[3],"of":[4,7,38,77,89,98,105,118,167,177],"difficult":[5],"extraction":[6],"tomato":[8,31,39,171],"disease":[9,13,33],"leaf":[10,32,168],"features,":[11],"scattered":[12],"locations,":[14],"and":[15,57,67,130,147],"certain":[16],"similarities":[17],"that":[18,124,154],"lead":[19],"to":[20,47,69,73,101],"model":[21,29,134],"misclassification,":[22],"this":[23],"study":[24],"proposes":[25],"an":[26],"improved":[27,149],"ResNet50":[28],"for":[30,164],"identification":[34],"with":[35,127,137],"ten":[36],"types":[37],"leaves":[40],"as":[41,109,172,174],"research":[42],"objects.":[43],"ECA-ResNet":[44],"is":[45,65,135],"constructed":[46],"enhance":[48,102],"convolutional":[50,140],"neural":[51],"network":[52,72],"feature":[53,115],"map":[54],"differentiation":[55],"process":[56],"classification":[58,126,159],"accuracy.":[59],"After":[60],"that,":[61],"inception":[63,91],"module":[64,92],"modified":[66],"integrated":[68],"backbone":[71],"problem":[76],"misclassification":[78],"caused":[79],"on":[80],"by":[81],"similar":[82],"diseases.":[83],"The":[84,121,133,151],"proposed":[85],"parallel":[86],"multi-branch":[87],"structure":[88],"fuses":[93],"different":[95],"scale":[96],"features":[97],"three":[99],"branches":[100],"recognition":[104],"subtle":[106],"diseases":[107,169],"such":[108],"small":[110],"spots,":[111],"thus":[112],"improving":[113],"expression":[116],"capability":[117],"network.":[120],"results":[122,152],"show":[123,153],"99.24%":[128],"accuracy,":[129],"99.23%":[131],"precision.":[132],"compared":[136],"several":[138],"deep":[139],"models,":[141],"including":[142],"AlexNet,":[143],"VGG16,":[144],"GoogLeNet,":[145],"MobileNetV2,":[146],"other":[148],"models.":[150],"method":[156],"has":[157],"better":[158],"performance,":[160],"offering":[161],"new":[162],"approaches":[163],"detection":[166],"in":[170],"well":[173],"advancement":[176],"intelligent":[178],"agriculture.":[179]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}