{"id":"https://openalex.org/W2997495997","doi":"https://doi.org/10.1109/access.2019.2961767","title":"FB-CNN: Feature Fusion-Based Bilinear CNN for Classification of Fruit Fly Image","display_name":"FB-CNN: Feature Fusion-Based Bilinear CNN for Classification of Fruit Fly Image","publication_year":2019,"publication_date":"2019-12-23","ids":{"openalex":"https://openalex.org/W2997495997","doi":"https://doi.org/10.1109/access.2019.2961767","mag":"2997495997"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2961767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2961767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08939406.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8948470/08939406.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002918683","display_name":"Yingqiong Peng","orcid":"https://orcid.org/0000-0001-8876-5603"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingqiong Peng","raw_affiliation_strings":["Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","Software Institute, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0001-8876-5603","affiliations":[{"raw_affiliation_string":"Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"Software Institute, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000209211","display_name":"Muxin Liao","orcid":"https://orcid.org/0000-0002-8461-1946"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muxin Liao","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-8461-1946","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085267646","display_name":"Yuxia Song","orcid":null},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxia Song","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0001-6026-6220","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021329341","display_name":"Zhichao Liu","orcid":"https://orcid.org/0000-0003-4410-4875"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Liu","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0003-4410-4875","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605971","display_name":"Huojiao He","orcid":"https://orcid.org/0000-0001-8404-1691"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huojiao He","raw_affiliation_strings":["Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","Software Institute, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0001-8404-1691","affiliations":[{"raw_affiliation_string":"Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"Software Institute, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718454","display_name":"Hong Deng","orcid":"https://orcid.org/0000-0002-1713-6647"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Deng","raw_affiliation_strings":["Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","Software Institute, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-1713-6647","affiliations":[{"raw_affiliation_string":"Colleges and Universities of Jiangxi Province for Key Laboratory of Information Technology in Agriculture, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]},{"raw_affiliation_string":"Software Institute, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100703792","display_name":"Yinglong Wang","orcid":"https://orcid.org/0000-0002-8806-3326"},"institutions":[{"id":"https://openalex.org/I74837319","display_name":"Jiangxi Agricultural University","ror":"https://ror.org/00dc7s858","country_code":"CN","type":"education","lineage":["https://openalex.org/I74837319"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinglong Wang","raw_affiliation_strings":["College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-8806-3326","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, China","institution_ids":["https://openalex.org/I74837319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74837319"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.2877,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.9586435,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"3987","last_page":"3995"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9735999703407288,"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/T10057","display_name":"Face and Expression Recognition","score":0.9532999992370605,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6413440704345703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6055485010147095},{"id":"https://openalex.org/keywords/bilinear-interpolation","display_name":"Bilinear interpolation","score":0.585185170173645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5593396425247192},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5105758905410767},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5078704953193665},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5032445788383484},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4905778765678406},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4857338070869446},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4463559091091156},{"id":"https://openalex.org/keywords/on-the-fly","display_name":"On the fly","score":0.4369544982910156},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41573554277420044},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39219430088996887}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6413440704345703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6055485010147095},{"id":"https://openalex.org/C205203396","wikidata":"https://www.wikidata.org/wiki/Q612143","display_name":"Bilinear interpolation","level":2,"score":0.585185170173645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5593396425247192},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5105758905410767},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5078704953193665},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5032445788383484},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4905778765678406},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4857338070869446},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4463559091091156},{"id":"https://openalex.org/C2781020372","wikidata":"https://www.wikidata.org/wiki/Q533093","display_name":"On the fly","level":2,"score":0.4369544982910156},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41573554277420044},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39219430088996887},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2961767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2961767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08939406.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:602cb0b6f0e64fd98226c0bd50ae4e9d","is_oa":true,"landing_page_url":"https://doaj.org/article/602cb0b6f0e64fd98226c0bd50ae4e9d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 3987-3995 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2961767","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2961767","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08939406.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G1521939402","display_name":null,"funder_award_id":"61363041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997495997.pdf","grobid_xml":"https://content.openalex.org/works/W2997495997.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1797268635","https://openalex.org/W1903029394","https://openalex.org/W2004198234","https://openalex.org/W2097117768","https://openalex.org/W2104657103","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2138011018","https://openalex.org/W2141200610","https://openalex.org/W2147800946","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2353122877","https://openalex.org/W2359403712","https://openalex.org/W2367965414","https://openalex.org/W2389868588","https://openalex.org/W2769957287","https://openalex.org/W2953915809","https://openalex.org/W2972064440","https://openalex.org/W3102220076","https://openalex.org/W6637373629","https://openalex.org/W6638319203","https://openalex.org/W6680935700","https://openalex.org/W6684191040","https://openalex.org/W6764782982","https://openalex.org/W7018362672","https://openalex.org/W7027571816"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272"],"abstract_inverted_index":{"The":[0,134],"high-resolution":[1],"devices":[2],"for":[3,11,24,42],"image":[4,23,111],"capturing":[5],"and":[6,35,63,81,90,138],"the":[7,20,33,44,49,52,60,65,68,79,88,101,108,114,122],"high":[8],"professional":[9],"requirement":[10],"users,":[12],"are":[13,57,72,84,96,144],"very":[14],"complex":[15],"to":[16,86,106],"extract":[17],"features":[18,66,83],"of":[19,54,67,110,113,130],"fruit":[21,45,55,69,115,131],"fly":[22,46,56,70,132],"classification.":[25],"Therefore,":[26],"a":[27],"bilinear":[28],"CNN":[29],"model":[30,103,124],"based":[31],"on":[32],"mid-level":[34],"high-level":[36,82],"feature":[37],"fusion":[38],"(FB-CNN)":[39],"is":[40],"proposed":[41],"classifying":[43],"image.":[47],"At":[48],"first":[50],"step,":[51],"images":[53,71],"blurred":[58],"by":[59,75],"Gaussian":[61],"algorithm,":[62],"then":[64],"extracted":[73],"automatically":[74],"using":[76],"CNN.":[77],"Afterward,":[78],"mid-":[80],"selected":[85],"represent":[87],"local":[89],"global":[91],"features,":[92],"respectively.":[93,146],"Then,":[94],"they":[95],"jointly":[97],"represented.":[98],"When":[99],"finished,":[100],"FB-CNN":[102,123],"was":[104],"constructed":[105],"complete":[107],"task":[109],"classification":[112],"fly.":[116],"Finally,":[117],"experiments":[118],"data":[119],"show":[120],"that":[121],"can":[125],"effectively":[126],"classify":[127],"four":[128],"kinds":[129],"images.":[133],"accuracy,":[135],"precision,":[136],"recall,":[137],"F1":[139],"score":[140],"in":[141],"testing":[142],"dataset":[143],"95.00%,":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}