{"id":"https://openalex.org/W4404739929","doi":"https://doi.org/10.1109/icbase63199.2024.10762417","title":"VGG16-AttnNet: a banana leaf lesion recognition model combining VGG16 and self-attention mechanism","display_name":"VGG16-AttnNet: a banana leaf lesion recognition model combining VGG16 and self-attention mechanism","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4404739929","doi":"https://doi.org/10.1109/icbase63199.2024.10762417"},"language":"en","primary_location":{"id":"doi:10.1109/icbase63199.2024.10762417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)","raw_type":"proceedings-article"},"type":"article","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/A5085012603","display_name":"Yan Huang","orcid":"https://orcid.org/0000-0002-7453-676X"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yintang Huang","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100325129","display_name":"Han Chen","orcid":"https://orcid.org/0000-0002-8970-5941"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Chen","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102681430","display_name":"Junshen Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junshen Hong","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775727","display_name":"Zhihong Zhao","orcid":"https://orcid.org/0000-0002-4226-4915"},"institutions":[{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Zhao","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769877","display_name":"Zhen\u2010Bang Kuang","orcid":"https://orcid.org/0000-0003-4191-5904"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenbang Kuang","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047171513","display_name":"Youyu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210165204","display_name":"Zhuhai Institute of Advanced Technology","ror":"https://ror.org/05r1mzq61","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761","https://openalex.org/I4210165204"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youyu Zhou","raw_affiliation_strings":["Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Zhuhai,School of Applied Science and Civil Engineering,Zhuhai,China","institution_ids":["https://openalex.org/I4210165204","https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085012603"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I4210165204"],"apc_list":null,"apc_paid":null,"fwci":0.6501,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.80260674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"745","last_page":"748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12795","display_name":"Banana Cultivation and Research","score":0.9264000058174133,"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/T12795","display_name":"Banana Cultivation and Research","score":0.9264000058174133,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9031999707221985,"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/mechanism","display_name":"Mechanism (biology)","score":0.6008198261260986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4258118271827698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32886236906051636},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10799631476402283}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6008198261260986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4258118271827698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32886236906051636},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10799631476402283},{"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:10.1109/icbase63199.2024.10762417","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbase63199.2024.10762417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 5th International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W4214869490","https://openalex.org/W4323667085","https://openalex.org/W4376454901","https://openalex.org/W4386954612","https://openalex.org/W4394805218","https://openalex.org/W4394995097","https://openalex.org/W4399202677","https://openalex.org/W4400881192","https://openalex.org/W4401754622","https://openalex.org/W6703892329"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"As":[0],"one":[1],"of":[2,88],"the":[3,41,77,80,92],"essential":[4],"fruits":[5],"worldwide,":[6],"bananas":[7],"have":[8],"leaf":[9,68],"diseases":[10],"that":[11,20,76],"seriously":[12],"affect":[13],"yield":[14],"and":[15,32,53,62],"quality.":[16,34],"Therefore,":[17],"a":[18,44,55,66],"model":[19,56,78],"can":[21],"accurately":[22],"recognize":[23],"these":[24],"lesions":[25,64],"is":[26],"crucial":[27],"for":[28],"improving":[29],"agricultural":[30],"productivity":[31],"banana":[33,67],"This":[35],"study,":[36],"VGG16":[37,94],"was":[38],"used":[39],"as":[40],"infrastructure":[42],"with":[43,79],"multi-layer":[45],"self-attention":[46],"mechanism":[47,83],"layer":[48,84],"to":[49,57,91],"train,":[50],"validate,":[51],"construct,":[52],"train":[54],"distinguish":[58],"between":[59],"healthy":[60],"leaves":[61],"different":[63],"using":[65],"lesion":[69],"image":[70],"dataset.":[71],"The":[72],"experimental":[73],"results":[74,87],"show":[75],"superimposed":[81],"attention":[82],"gives":[85],"better":[86],"92%":[89],"compared":[90],"original":[93],"model.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}