{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T00:05:04Z","timestamp":1772755504168,"version":"3.50.1"},"reference-count":36,"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:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"National Key Technology Research and Development Program of China","award":["2018YFD0200300"],"award-info":[{"award-number":["2018YFD0200300"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["31401293"],"award-info":[{"award-number":["31401293"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["31671586"],"award-info":[{"award-number":["31671586"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61773360"],"award-info":[{"award-number":["61773360"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002367","name":"Chinese Academy of Sciences","doi-asserted-by":"publisher","award":["KFJ-STS-ZDTP-048-02"],"award-info":[{"award-number":["KFJ-STS-ZDTP-048-02"]}],"id":[{"id":"10.13039\/501100002367","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002663","name":"Northwestern Polytechnical University","doi-asserted-by":"publisher","award":["ACAIM190101"],"award-info":[{"award-number":["ACAIM190101"]}],"id":[{"id":"10.13039\/501100002663","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.2019.2949852","type":"journal-article","created":{"date-parts":[[2019,10,28]],"date-time":"2019-10-28T23:29:28Z","timestamp":1572305368000},"page":"160274-160283","source":"Crossref","is-referenced-by-count":92,"title":["An Effective Data Augmentation Strategy for CNN-Based Pest Localization and Recognition in the Field"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2885-1216","authenticated-orcid":false,"given":"Rui","family":"Li","sequence":"first","affiliation":[]},{"given":"Xiufang","family":"Jia","sequence":"additional","affiliation":[]},{"given":"Min","family":"Hu","sequence":"additional","affiliation":[]},{"given":"Man","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Dengshan","family":"Li","sequence":"additional","affiliation":[]},{"given":"Wancai","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Rujing","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Chengjun","family":"Xie","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4218-8008","authenticated-orcid":false,"given":"Liu","family":"Liu","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3887-8444","authenticated-orcid":false,"given":"Fangyuan","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Hongbo","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Tianjiao","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Haiying","family":"Hu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2852771"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.166"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.144"},{"key":"ref30","first-page":"3856","article-title":"Dynamic routing between capsules","author":"sabour","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref36","first-page":"402","article-title":"Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping","author":"caruana","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref35","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IWOBI.2015.7160138"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2009.5218251"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S2095-3119(16)61497-1"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2018.10.012"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2909522"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2017.11.039"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.12928\/telkomnika.v15i3.5382"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/srep20410"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2016.02.003"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.08.008"},{"key":"ref27","first-page":"379","article-title":"R-FCN: Object detection via region-based fully convolutional networks","author":"dai","year":"2016","journal-title":"Proc Neural Inf Process Syst Conf (NIPS)"},{"key":"ref3","first-page":"164","article-title":"Image segmentation and recognition algorithm of greenhouse whitefly and thrip adults for automatic monitoring device","volume":"34","author":"yang","year":"2018","journal-title":"Trans Chin Soc Agricult Eng"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystemseng.2019.08.013"},{"key":"ref29","article-title":"DSSD: Deconvolutional single shot detector","author":"fu","year":"2017","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/10798587.2013.823783"},{"key":"ref8","first-page":"13","article-title":"Neural network-based approach for insect classification in cotton ecosystems","author":"gassoumi","year":"2000","journal-title":"Proc Int Conf Intell Technol"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2015.10.015"},{"key":"ref2","first-page":"51","article-title":"Vegetable pest counting algorithm based on visual perception","volume":"49","author":"xiao","year":"2018","journal-title":"Transactions of the Chinese Society for Agricultural Machinery"},{"key":"ref9","first-page":"950","article-title":"Automatic detection of whitefly pest using statistical feature extraction and image classification methods","volume":"3","author":"dey","year":"2016","journal-title":"Int Res J Eng Technol"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2844405"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00352"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00644"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08884206.pdf?arnumber=8884206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,8,10]],"date-time":"2021-08-10T19:39:50Z","timestamp":1628624390000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8884206\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/access.2019.2949852","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}