{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,20]],"date-time":"2026-05-20T01:09:12Z","timestamp":1779239352419,"version":"3.51.4"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61602388"],"award-info":[{"award-number":["61602388"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2017M613216"],"award-info":[{"award-number":["2017M613216"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100009996","name":"Shaanxi Province Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2016BSHEDZZ121"],"award-info":[{"award-number":["2016BSHEDZZ121"]}],"id":[{"id":"10.13039\/501100009996","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Basic Research Plan in Shaanxi Province of China","award":["2017JM6059"],"award-info":[{"award-number":["2017JM6059"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61402375"],"award-info":[{"award-number":["61402375"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003819","name":"Natural Science Foundation of Hubei Province","doi-asserted-by":"publisher","award":["2017CFB592"],"award-info":[{"award-number":["2017CFB592"]}],"id":[{"id":"10.13039\/501100003819","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2452016081"],"award-info":[{"award-number":["2452016081"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"crossref","award":["2452015194"],"award-info":[{"award-number":["2452015194"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100007548","name":"Northwest A and F University","doi-asserted-by":"publisher","award":["2201810712291"],"award-info":[{"award-number":["2201810712291"]}],"id":[{"id":"10.13039\/501100007548","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2019.2914929","type":"journal-article","created":{"date-parts":[[2019,5,7]],"date-time":"2019-05-07T18:06:59Z","timestamp":1557252419000},"page":"59069-59080","source":"Crossref","is-referenced-by-count":738,"title":["Real-Time Detection of Apple Leaf Diseases Using Deep Learning Approach Based on Improved Convolutional Neural Networks"],"prefix":"10.1109","volume":"7","author":[{"given":"Peng","family":"Jiang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuehan","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9388-0198","authenticated-orcid":false,"given":"Bin","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongjian","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3569-6998","authenticated-orcid":false,"given":"Chunquan","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2818794"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SPIN.2016.7566749"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.3927"},{"key":"ref32","first-page":"818","article-title":"Visualizing and understanding convolutional networks","author":"zeiler","year":"2014","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref37","author":"fu","year":"2017","journal-title":"Dssd Deconvolutional single shot detector"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref34","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc 25th Int Conf Neural Inf Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2010.06.009"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2018.05.007"},{"key":"ref11","first-page":"1","article-title":"Detection of potato diseases using image segmentation and multiclass support vector machine","author":"islam","year":"2017","journal-title":"Proc IEEE Canadian Conf Elect Comput Eng"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2823979"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-017-0932-8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2821690"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2820840"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2018.01.001"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1094\/PHYTO-11-16-0417-R"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2016.01419"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"2022","DOI":"10.3390\/s17092022","article-title":"A robust deep-learning-based detector for real-time tomato plant diseases and pests recognition","volume":"17","author":"fuentes","year":"2017","journal-title":"SENSORS"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0168274"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ces.2017.07.030"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.fcr.2013.11.012"},{"key":"ref6","first-page":"211","article-title":"Detection of unhealthy region of plant leaves and classification of plant leaf diseases using texture features","volume":"15","author":"arivazhagan","year":"2013","journal-title":"Agricultural Engineering International the CIGRE Journal"},{"key":"ref29","author":"lu","year":"2019","journal-title":"CONet A cognitive ocean network"},{"key":"ref5","first-page":"74","article-title":"Apple leaf disease identification using genetic algorithm and correlation based feature selection method","volume":"10","author":"chuanlei","year":"2017","journal-title":"International Journal of Agriculture & Biology"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3923\/itj.2011.267.275"},{"key":"ref7","first-page":"599","article-title":"Agricultural plant leaf disease detection using image processing","volume":"2","author":"dhaygude","year":"2013","journal-title":"Int J Adv Res Elect Electron Instrum Eng"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.09.019"},{"key":"ref9","first-page":"1","article-title":"Detection and classification of pests from crop images using support vector machine","author":"rajan","year":"2017","journal-title":"Proc of Int Conf Work Emerg Trends in Tech"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.postharvbio.2013.04.003"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2017.09.012"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/sym10010011","article-title":"Identification of apple leaf diseases based on deep convolutional neural networks","volume":"10","author":"liu","year":"2017","journal-title":"Symmetry"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.06.023"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2017.01852"},{"key":"ref24","first-page":"21","article-title":"SSD: Single shot multibox detector","author":"liu","year":"2016","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2018.01.009"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2844405"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.76"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2017.04.013"},{"key":"ref25","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08706936.pdf?arnumber=8706936","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:39:59Z","timestamp":1628624399000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8706936\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2914929","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}