{"id":"https://openalex.org/W4292829730","doi":"https://doi.org/10.1109/agro-geoinformatics55649.2022.9859214","title":"DiseSniper: A potato disease identification system based on the ResNet model","display_name":"DiseSniper: A potato disease identification system based on the ResNet model","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4292829730","doi":"https://doi.org/10.1109/agro-geoinformatics55649.2022.9859214"},"language":"en","primary_location":{"id":"doi:10.1109/agro-geoinformatics55649.2022.9859214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/agro-geoinformatics55649.2022.9859214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th International Conference on Agro-geoinformatics (Agro-Geoinformatics)","raw_type":"proceedings-article"},"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/A5101846083","display_name":"Yaojun Wang","orcid":"https://orcid.org/0000-0001-7640-451X"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaojun Wang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031911989","display_name":"Yanyan Zhao","orcid":"https://orcid.org/0000-0001-5852-7962"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Zhao","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030948979","display_name":"J. Zhang","orcid":"https://orcid.org/0000-0001-5288-1354"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Zhang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005722687","display_name":"Yongqiang Qian","orcid":"https://orcid.org/0000-0001-6999-9666"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqiang Qian","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083307921","display_name":"Jinze Huang","orcid":"https://orcid.org/0000-0002-9066-987X"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinze Huang","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037968793","display_name":"Qingxin Zhao","orcid":"https://orcid.org/0000-0002-7629-5250"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxin Zhao","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100531396","display_name":"Zhiyi Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyi Zhao","raw_affiliation_strings":["Taiyuan University,Department of Intelligence and Automation,Taiyuan,China","Department of Intelligence and Automation, Taiyuan University, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiyuan University,Department of Intelligence and Automation,Taiyuan,China","institution_ids":[]},{"raw_affiliation_string":"Department of Intelligence and Automation, Taiyuan University, Taiyuan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011542617","display_name":"Jingbo Zhao","orcid":"https://orcid.org/0000-0002-6279-9570"},"institutions":[{"id":"https://openalex.org/I52158045","display_name":"China Agricultural University","ror":"https://ror.org/04v3ywz14","country_code":"CN","type":"education","lineage":["https://openalex.org/I52158045"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingbo Zhao","raw_affiliation_strings":["College of Information and Electrical Engineering, China Agricultural University,Beijing,China","College of Information and Electrical Engineering, China Agricultural University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University,Beijing,China","institution_ids":["https://openalex.org/I52158045"]},{"raw_affiliation_string":"College of Information and Electrical Engineering, China Agricultural University, Beijing, China","institution_ids":["https://openalex.org/I52158045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9994000196456909,"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":0.9994000196456909,"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/T12660","display_name":"Plant Disease Management Techniques","score":0.986299991607666,"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":0.960099995136261,"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/blight","display_name":"Blight","score":0.8037761449813843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5775554180145264},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5727330446243286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5689935684204102},{"id":"https://openalex.org/keywords/plant-disease","display_name":"Plant disease","score":0.4801863431930542},{"id":"https://openalex.org/keywords/cash-crop","display_name":"Cash crop","score":0.47371238470077515},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.45082494616508484},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4468468725681305},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3221362233161926},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.24419647455215454},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.2428922951221466},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2251301407814026},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.20310023427009583},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.17407655715942383},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16133368015289307},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.09583926200866699}],"concepts":[{"id":"https://openalex.org/C182076605","wikidata":"https://www.wikidata.org/wiki/Q4273292","display_name":"Blight","level":2,"score":0.8037761449813843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5775554180145264},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5727330446243286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5689935684204102},{"id":"https://openalex.org/C3019235130","wikidata":"https://www.wikidata.org/wiki/Q188956","display_name":"Plant disease","level":2,"score":0.4801863431930542},{"id":"https://openalex.org/C129225989","wikidata":"https://www.wikidata.org/wiki/Q932139","display_name":"Cash crop","level":3,"score":0.47371238470077515},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.45082494616508484},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4468468725681305},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3221362233161926},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.24419647455215454},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.2428922951221466},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2251301407814026},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.20310023427009583},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17407655715942383},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16133368015289307},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.09583926200866699},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/agro-geoinformatics55649.2022.9859214","is_oa":false,"landing_page_url":"https://doi.org/10.1109/agro-geoinformatics55649.2022.9859214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th International Conference on Agro-geoinformatics (Agro-Geoinformatics)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2730129132","https://openalex.org/W2731165298","https://openalex.org/W2753403518","https://openalex.org/W2763040271","https://openalex.org/W2776705292","https://openalex.org/W2963446712","https://openalex.org/W6637373629","https://openalex.org/W6674914833","https://openalex.org/W6725739302","https://openalex.org/W6743927597"],"related_works":["https://openalex.org/W890612514","https://openalex.org/W193821925","https://openalex.org/W2969005250","https://openalex.org/W2391196969","https://openalex.org/W1544150026","https://openalex.org/W2027984312","https://openalex.org/W3082332284","https://openalex.org/W2978709446","https://openalex.org/W2376346100","https://openalex.org/W2371554596"],"abstract_inverted_index":{"Potato":[0],"is":[1,59,92],"one":[2],"of":[3,14,37,82,88,111,119,146,205,219,267,272],"China's":[4],"most":[5],"promising":[6],"high-production":[7],"cash":[8],"crops.":[9],"However,":[10],"the":[11,31,79,86,109,115,120,143,153,168,185,192,202,214,217,222,231,239,246,256,259,263,270,273],"frequent":[12],"occurrence":[13],"potato":[15,38,68,83,112,147,155,173,268],"diseases":[16,39],"and":[17,40,47,49,91,102,124,216,254],"insect":[18,41],"pests":[19,42],"directly":[20],"leads":[21],"to":[22,54,61,66,141,151,166,190,212],"a":[23,51],"considerable":[24],"crop":[25,139],"reduction":[26],"or":[27],"low":[28],"yield,":[29],"restricting":[30],"agricultural":[32,136],"economy's":[33],"development.":[34,104],"A":[35,172],"variety":[36],"dramatically":[43],"impact":[44],"potatoes'":[45],"quality":[46],"production":[48],"pose":[50],"significant":[52],"threat":[53],"human":[55],"health.":[56],"Therefore,":[57],"it":[58],"necessary":[60],"use":[62],"image":[63,149,161,170,204,264],"processing":[64],"methods":[65],"detect":[67],"leaves'":[69],"growth":[70],"state":[71],"at":[72],"early":[73],"stages.":[74],"This":[75],"study":[76,107],"mainly":[77],"implements":[78],"accurate":[80],"identification":[81,224],"blight":[84,113,174,193],"through":[85],"analysis":[87],"RGB":[89],"images":[90,110,126],"divided":[93],"into":[94],"three":[95],"parts:":[96],"data":[97,121,130,150,157,265,275],"set":[98,131,266,276],"construction,":[99,101],"model":[100,176,187],"system":[103,235],"First,":[105],"this":[106],"collected":[108],"from":[114],"Internet":[116],"as":[117],"part":[118],"set.":[122,158],"Blurred":[123],"unidentifiable":[125],"were":[127,164],"removed":[128],"during":[129],"construction.":[132],"Then":[133],"we":[134],"consulted":[135],"experts":[137],"on":[138,180,201,230,262],"disease":[140,144,148,156,223],"label":[142],"types":[145,215],"construct":[152],"labeled":[154],"Second,":[159],"various":[160],"filtering":[162],"algorithms":[163],"used":[165,189],"enhance":[167],"input":[169,203],"data.":[171],"recognition":[175],"was":[177,188,199,227,236,250],"built":[178],"based":[179,229],"deep":[181],"learning":[182],"algorithms.":[183],"Specifically,":[184,245],"Restnet50":[186],"train":[191],"classification":[194],"model.":[195,233],"The":[196,234],"convolution":[197],"operation":[198],"performed":[200],"3":[206],"channels":[207],"containing":[208],"50":[209],"Conv2D":[210],"functions":[211],"distinguish":[213],"degree":[218],"diseases.":[220],"Finally,":[221],"software,":[225],"DiseSniper,":[226],"developed":[228],"trained":[232],"constructed":[237],"by":[238],"agile":[240],"development":[241],"software":[242],"engineering":[243],"method.":[244],"software's":[247],"front":[248],"end":[249],"designed":[251],"using":[252],"PyQT5":[253],"implemented":[255],"algorithm":[257],"in":[258],"software.":[260],"Based":[261],"leaves,":[269],"accuracy":[271],"test":[274],"reaches":[277],"more":[278],"than":[279],"98%.":[280]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}