{"id":"https://openalex.org/W4382052902","doi":"https://doi.org/10.1109/icccbda56900.2023.10154853","title":"Multi-scale Parallel Fusion Convolution Network for Crop Disease Identification","display_name":"Multi-scale Parallel Fusion Convolution Network for Crop Disease Identification","publication_year":2023,"publication_date":"2023-04-26","ids":{"openalex":"https://openalex.org/W4382052902","doi":"https://doi.org/10.1109/icccbda56900.2023.10154853"},"language":"en","primary_location":{"id":"doi:10.1109/icccbda56900.2023.10154853","doi":"https://doi.org/10.1109/icccbda56900.2023.10154853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccbda56900.2023.10154853","pdf_url":null,"source":{"id":"https://openalex.org/S7407088040","display_name":"International Conference on Cloud Computing and Big Data Analytics (ICCCBDA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107699351","display_name":"Huyue Ren","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huyue Ren","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015451747","display_name":"Wanhui Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanhui Chen","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064641785","display_name":"Peishun Liu","orcid":"https://orcid.org/0000-0002-7746-8061","observed_orcids":["https://orcid.org/0000-0002-7746-8061"]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peishun Liu","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030275496","display_name":"Ruichun Tang","orcid":"https://orcid.org/0000-0002-6186-561X","observed_orcids":["https://orcid.org/0000-0002-6186-561X","https://orcid.org/0000-0002-4273-8623"]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruichun Tang","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614566","display_name":"Jinyu Wang","orcid":"https://orcid.org/0000-0001-5689-6174","observed_orcids":["https://orcid.org/0000-0001-5689-6174"]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyu Wang","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101522911","display_name":"Chang Ge","orcid":"https://orcid.org/0000-0002-3835-9532","observed_orcids":["https://orcid.org/0000-0002-3835-9532"]},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Ge","raw_affiliation_strings":["Ocean University of China,School of Computer Science and Technology,Qingdao,China","School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,School of Computer Science and Technology,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":1.7261,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84016848,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"481","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9990000128746033,"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":0.9990000128746033,"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":0.0006000000284984708,"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":0.0,"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":[{"id":"https://openalex.org/keywords/crop-disease-detection","display_name":"crop disease detection","score":0.9959999918937683},{"id":"https://openalex.org/keywords/multiscale-convolution","display_name":"multi-scale convolution","score":0.8740000128746033},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.6959999799728394},{"id":"https://openalex.org/keywords/convolutional-block-attention-module","display_name":"CBAM","score":0.8920000195503235},{"id":"https://openalex.org/keywords/feature-fusion","display_name":"feature fusion","score":0.9010000228881836},{"id":"https://openalex.org/keywords/plant-disease-image-classification","display_name":"plant disease image classification","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7409387826919556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7335349917411804},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6723967790603638},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5642609596252441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5562701225280762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5464994311332703},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.530777096748352},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5194475054740906},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5108282566070557},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5027635097503662},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5023801326751709},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4289553165435791},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36279743909835815},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27703383564949036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1440313458442688},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccbda56900.2023.10154853","doi":"https://doi.org/10.1109/icccbda56900.2023.10154853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccbda56900.2023.10154853","pdf_url":null,"source":{"id":"https://openalex.org/S7407088040","display_name":"International Conference on Cloud Computing and Big Data Analytics (ICCCBDA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.9208999872207642}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2183341477","https://openalex.org/W2565639579","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2899607431","https://openalex.org/W2963037463","https://openalex.org/W3034552520","https://openalex.org/W3106500619","https://openalex.org/W3132328762","https://openalex.org/W3156561906","https://openalex.org/W3177052299","https://openalex.org/W3195133177","https://openalex.org/W3199188637","https://openalex.org/W4210783962"],"related_works":["https://openalex.org/W4285082188","https://openalex.org/W7154940393","https://openalex.org/W7213892666","https://openalex.org/W7118123271","https://openalex.org/W7124924834","https://openalex.org/W7133537818","https://openalex.org/W4401959686","https://openalex.org/W4382560805","https://openalex.org/W4287878015","https://openalex.org/W4389765132"],"abstract_inverted_index":{"In":[0,55,90],"order":[1],"to":[2,64,87,98],"identify":[3,47],"crop":[4,22,48],"disease":[5,23,49,119],"accurately":[6],"and":[7,29,79],"efficiently,":[8],"we":[9,92],"propose":[10],"a":[11,94],"multi-scale":[12,27,44],"parallel":[13],"fusion":[14,96,101,109],"convolution":[15,28,34,42,45],"network":[16],"called":[17],"MSPFNet":[18,148],"for":[19],"the":[20,40,66,70,74,100,113,116,122,130,134,146],"automatic":[21],"identification.":[24],"It":[25],"combines":[26],"attention":[30,78,86],"mechanism.":[31],"By":[32,72],"mixing":[33],"kernels":[35],"of":[36,69,76,102,115,118,124],"different":[37,52,105],"sizes":[38],"in":[39,121],"same":[41],"unit,":[43],"can":[46,83,111,149],"features":[50,103,120],"at":[51,104],"scales":[53],"better.":[54],"this":[56],"paper,":[57],"Convolutional":[58],"Block":[59],"Attention":[60],"Module":[61],"is":[62],"introduced":[63],"improve":[65],"representation":[67],"ability":[68],"model.":[71],"analyzing":[73],"information":[75],"spatial":[77],"channel":[80],"attention,":[81],"model":[82,132],"pay":[84],"more":[85],"important":[88],"features.":[89],"addition,":[91],"design":[93],"feature":[95,108,126],"module":[97,110],"realize":[99],"depths.":[106],"And":[107],"solve":[112],"problem":[114],"disappearance":[117],"process":[123],"image":[125],"extraction.":[127],"We":[128],"validate":[129],"proposed":[131,147],"on":[133],"publicly":[135],"available":[136],"apple":[137],"leaf":[138],"pest":[139],"data":[140],"set.":[141],"Experimental":[142],"results":[143],"show":[144],"that":[145],"achieve":[150],"higher":[151],"recognition":[152],"accuracy.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-06-27T00:00:00"}