{"id":"https://openalex.org/W2758007480","doi":"https://doi.org/10.1007/s11042-017-5243-3","title":"Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation","display_name":"Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation","publication_year":2017,"publication_date":"2017-09-30","ids":{"openalex":"https://openalex.org/W2758007480","doi":"https://doi.org/10.1007/s11042-017-5243-3","mag":"2758007480"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-017-5243-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5243-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5100434437","display_name":"Yudong Zhang","orcid":"https://orcid.org/0000-0002-4870-1493"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Dong Zhang","raw_affiliation_strings":["Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin, Jiangsu, 223003, China","School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People\u2019s Republic of China","School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-4870-1493","affiliations":[{"raw_affiliation_string":"Jiangsu Key Laboratory of Advanced Manufacturing Technology, Huaiyin, Jiangsu, 223003, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210166499"]},{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People's Republic of China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101822160","display_name":"Zhengchao Dong","orcid":"https://orcid.org/0000-0001-7746-5963"},"institutions":[{"id":"https://openalex.org/I33086117","display_name":"New York Psychoanalytic Society and Institute","ror":"https://ror.org/05azenf09","country_code":"US","type":"other","lineage":["https://openalex.org/I33086117"]},{"id":"https://openalex.org/I4388891851","display_name":"New York State Psychiatric Institute","ror":"https://ror.org/04aqjf708","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4388891851"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhengchao Dong","raw_affiliation_strings":["Translational Imaging Division & MRI Unit, Columbia University and New York State Psychiatric Institute, New York, NY, 10032, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Translational Imaging Division & MRI Unit, Columbia University and New York State Psychiatric Institute, New York, NY, 10032, USA","institution_ids":["https://openalex.org/I33086117","https://openalex.org/I78577930","https://openalex.org/I4388891851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023531166","display_name":"Xianqing Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianqing Chen","raw_affiliation_strings":["Department of electrical engineering, College of engineering, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of electrical engineering, College of engineering, Zhejiang Normal University, Jinhua, Zhejiang, 321004, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102973959","display_name":"Wenjuan Jia","orcid":"https://orcid.org/0000-0002-3563-3890"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjuan Jia","raw_affiliation_strings":["School of Computer Science and Technology, Nanjing Normal University, Nanjing, Jiangsu, 210023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Nanjing Normal University, Nanjing, Jiangsu, 210023, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016539834","display_name":"Sidan Du","orcid":"https://orcid.org/0000-0002-9966-3765"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sidan Du","raw_affiliation_strings":["School of Electronic Science and Engineering, Nanjing University, Nanjing, Jiangsu, 210046, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Nanjing University, Nanjing, Jiangsu, 210046, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018267985","display_name":"Khan Muhammad","orcid":"https://orcid.org/0000-0002-5302-1150"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Khan Muhammad","raw_affiliation_strings":["College of Software Convergence, Sejong University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software Convergence, Sejong University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007987858","display_name":"Shuihua Wang\u200e","orcid":"https://orcid.org/0000-0003-4713-2791"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shui-Hua Wang","raw_affiliation_strings":["School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People\u2019s Republic of China","School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210166499"]},{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, 454000, People's Republic of China","institution_ids":["https://openalex.org/I4210166499"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5018267985"],"corresponding_institution_ids":["https://openalex.org/I28777354"],"apc_list":null,"apc_paid":null,"fwci":73.5467,"has_fulltext":false,"cited_by_count":393,"citation_normalized_percentile":{"value":0.99950298,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"78","issue":"3","first_page":"3613","last_page":"3632"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9900000095367432,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.984499990940094,"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/computer-science","display_name":"Computer science","score":0.8588531017303467},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.8195174336433411},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.799883246421814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6739614009857178},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.5730739831924438},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5633678436279297},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5593875646591187},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5097824931144714},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.4825824797153473},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46258899569511414},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4599640965461731},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.45008862018585205},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44031861424446106},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.43956831097602844},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4352276921272278},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4168221354484558},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35175803303718567}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8588531017303467},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8195174336433411},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.799883246421814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6739614009857178},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.5730739831924438},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5633678436279297},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5593875646591187},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5097824931144714},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.4825824797153473},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46258899569511414},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4599640965461731},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45008862018585205},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44031861424446106},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.43956831097602844},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4352276921272278},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4168221354484558},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35175803303718567},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-017-5243-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-017-5243-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7849265695","display_name":null,"funder_award_id":"61602250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8048212059","display_name":null,"funder_award_id":"BK20150983","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W757468917","https://openalex.org/W1949503316","https://openalex.org/W1963939054","https://openalex.org/W1973895663","https://openalex.org/W2032365301","https://openalex.org/W2060117429","https://openalex.org/W2068166539","https://openalex.org/W2110689527","https://openalex.org/W2152240655","https://openalex.org/W2173116068","https://openalex.org/W2217901923","https://openalex.org/W2269469349","https://openalex.org/W2274735967","https://openalex.org/W2277897549","https://openalex.org/W2286295202","https://openalex.org/W2292223680","https://openalex.org/W2396848693","https://openalex.org/W2439118858","https://openalex.org/W2461541328","https://openalex.org/W2478490256","https://openalex.org/W2525221147","https://openalex.org/W2528919613","https://openalex.org/W2531063542","https://openalex.org/W2532247935","https://openalex.org/W2542483395","https://openalex.org/W2547048185","https://openalex.org/W2555989946","https://openalex.org/W2559791628","https://openalex.org/W2559794190","https://openalex.org/W2560354825","https://openalex.org/W2564339002","https://openalex.org/W2564734887","https://openalex.org/W2572512422","https://openalex.org/W2575285771","https://openalex.org/W2576787213","https://openalex.org/W2579348194","https://openalex.org/W2582445281","https://openalex.org/W2588341656","https://openalex.org/W2588486855","https://openalex.org/W2593262833","https://openalex.org/W2600701715","https://openalex.org/W2613296094","https://openalex.org/W2623545233","https://openalex.org/W2712582322","https://openalex.org/W2739907299"],"related_works":["https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W2748667022","https://openalex.org/W4231621013","https://openalex.org/W4362706668","https://openalex.org/W3008318776","https://openalex.org/W1977633006","https://openalex.org/W1971945429"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":45},{"year":2022,"cited_by_count":70},{"year":2021,"cited_by_count":74},{"year":2020,"cited_by_count":73},{"year":2019,"cited_by_count":48},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}