{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T01:04:47Z","timestamp":1770167087249,"version":"3.49.0"},"reference-count":26,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2020,7,14]],"date-time":"2020-07-14T00:00:00Z","timestamp":1594684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2020,10,21]]},"abstract":"<jats:p>The rapid development of computers makes people\u2019s production and life rich and colorful, and people communicate with each other in the world of the Internet. The daily downloads and uploads of network pictures are countless. The existing image recognition technology alone cannot meet the currently required functions, so technology is needed to meet the retrieval requirements. The purpose of this paper is to study the image recognition technology based on the computer platform. This paper takes vehicle image recognition as an example. By performing a deblurring operation on the vehicle image, the edge detection method is used to separate the target vehicle image from the background, and the image is binary. Processing. Based on different eigenvalue categories, intelligent recognition of vehicle models is achieved through Bayesian classifiers. Collect experimental data through simulation experiments. Experimental data shows that after a certain number of nodes, the recognition efficiency is higher than the image recognition technology running on a stand-alone platform. The experimental data show that the image recognition technology based on a cloud computing platform is conducive to the development of image recognition technology. It can quickly solve the problems of traditional image detection systems in terms of computing efficiency and data processing ability, and has guiding significance for the development of image recognition technology.<\/jats:p>","DOI":"10.3233\/jifs-179997","type":"journal-article","created":{"date-parts":[[2020,7,16]],"date-time":"2020-07-16T10:35:44Z","timestamp":1594895744000},"page":"5119-5129","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":4,"title":["Image recognition technology based on cloud computing platform"],"prefix":"10.1177","volume":"39","author":[{"given":"Feng","family":"Chen","sequence":"first","affiliation":[{"name":"Art and Design College, Shenyang Ligong University, Shenyang, Liaoning, China"}]},{"given":"Chengyue","family":"Wang","sequence":"additional","affiliation":[{"name":"Art and Design College, Shenyang Ligong University, Shenyang, Liaoning, China"}]}],"member":"179","published-online":{"date-parts":[[2020,7,14]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001419590158"},{"issue":"22","key":"e_1_3_1_3_2","first-page":"4266","article-title":"Application of image recognition technology in census of national traditional Chinese medicine resources","volume":"42","author":"Zhang Xiao-Bo","year":"2017","unstructured":"ZhangXiao-Bo, GeXiao-Guang and JinYan, Application of image recognition technology in census of national traditional Chinese medicine resources, Zhongguo Zhong yao za zhi=Zhongguo zhongyao zazhi=China journal of Chinese materia medica 42(22) (2017), 4266\u20134270.","journal-title":"Zhongguo Zhong yao za zhi=Zhongguo zhongyao zazhi=China journal of Chinese materia medica"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1166\/jctn.2017.6628"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.54216\/JCIM.010102"},{"issue":"2","key":"e_1_3_1_6_2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2017\/3451358","article-title":"Ferrography Wear Particles Image Recognition Based on Extreme Learning Machine","volume":"2017","author":"Li Q.","year":"2017","unstructured":"LiQ., ZhaoT. and ZhangL., Ferrography Wear Particles Image Recognition Based on Extreme Learning Machine, Journal of Electrical and Computer Engineering 2017(2) (2017), 1\u20136.","journal-title":"Journal of Electrical and Computer Engineering"},{"issue":"4","key":"e_1_3_1_7_2","first-page":"65","article-title":"SecSIFT: Secure image SIFT feature extraction in cloud computing","volume":"12","author":"Qin Z.","year":"2016","unstructured":"QinZ., YanJ., RenK., et al., SecSIFT: Secure image SIFT feature extraction in cloud computing, ACM Transactions on Multimedia Computing Communications and Applications 12(4) (2016), 65.","journal-title":"ACM Transactions on Multimedia Computing Communications and Applications"},{"key":"e_1_3_1_8_2","doi-asserted-by":"publisher","DOI":"10.1038\/nature16521"},{"key":"e_1_3_1_9_2","doi-asserted-by":"crossref","unstructured":"ZhangY. HeS. and ChenJ. Data Gathering Optimization by Dynamic Sensing and Routing in Rechargeable Sensor Networks IEEE\/ACM Transactions on Networking 24(3) (2016) 1632\u20131646.","DOI":"10.1109\/TNET.2015.2425146"},{"issue":"1","key":"e_1_3_1_10_2","first-page":"48","article-title":"A survey on gel images analysis software tools","volume":"1","author":"Alnamoly M.H.","year":"2020","unstructured":"AlnamolyM.H., AlzohairyA.M. and El-HenawyI.M., A survey on gel images analysis software tools, Journal of Intelligent Systems and Internet of Things 1(1) (2020), 48\u201360.","journal-title":"Journal of Intelligent Systems and Internet of Things"},{"key":"e_1_3_1_11_2","doi-asserted-by":"crossref","unstructured":"Ying-YongZou Guang-BinYu and Yong-DeZhang Research on the Application of Genetic Algorithm in License Plate Recognition System Journal of Computational & Theoretical Nanoscience 13(9) (2016) 6088\u20136097.","DOI":"10.1166\/jctn.2016.5532"},{"key":"e_1_3_1_12_2","unstructured":"ZhangG. and YueX. The character of online visual recognition technology research Optical Technique 44(1) (2018) 75\u201381."},{"issue":"1","key":"e_1_3_1_13_2","first-page":"14","article-title":"Using Moving Averages To Pave The Neutrosophic Time Series","volume":"3","author":"Alhabib R.","year":"2020","unstructured":"AlhabibR. and SalamaA.A., Using Moving Averages To Pave The Neutrosophic Time Series, International Journal of Neutrosophic Science 3(1) (2020), 14\u201320.","journal-title":"International Journal of Neutrosophic Science"},{"key":"e_1_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2016.2545418"},{"key":"e_1_3_1_15_2","doi-asserted-by":"crossref","unstructured":"JianhuaLi JinhuaLi JinpengLiu JinLin and XiaoLin Volume Holographic Data Storage Chinese Journal of Lasers 2017 44 (10) pp. 1000001.","DOI":"10.3788\/CJL201744.1000001"},{"key":"e_1_3_1_16_2","doi-asserted-by":"crossref","unstructured":"OkladnikovI.G. GordovE.P. and TitovA.G. Development of climate data storage and processing model IOP Conference Series Earth and Environmental Science 48(1) (2016) 012030.","DOI":"10.1088\/1755-1315\/48\/1\/012030"},{"key":"e_1_3_1_17_2","unstructured":"XianZHANG and MugenPENG Virtualization Technology in Cloud Computing Based Radio Access Networks: A Primer ZTE Corporation (English Edition) 2017 15 (4) pp. 47\u201366."},{"issue":"4","key":"e_1_3_1_18_2","first-page":"1","article-title":"Mobile Edge Computing Platform with Container-Based Virtualization Technology for IoT Applications","volume":"102","author":"Hsieh Han-Chuan","year":"2018","unstructured":"HsiehHan-Chuan, LeeChing-Shiang and ChenJiann-Liang, Mobile Edge Computing Platform with Container-Based Virtualization Technology for IoT Applications, Wireless Personal Communications 102(4) (2018), 1\u201316.","journal-title":"Wireless Personal Communications"},{"issue":"6","key":"e_1_3_1_19_2","first-page":"883","article-title":"Devices Virtualization Technology Based on the Proxy","volume":"46","author":"Xia Y.","year":"2017","unstructured":"XiaY., Wei-FeiL., Wen-ShengG., et al., Devices Virtualization Technology Based on the Proxy, Journal of University of Electronic Science & Technology of China 46(6) (2017), 883\u2013889.","journal-title":"Journal of University of Electronic Science & Technology of China"},{"key":"e_1_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.3788\/CJL201643.0704003"},{"key":"e_1_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0148469"},{"key":"e_1_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jare.2016.04.002"},{"key":"e_1_3_1_23_2","unstructured":"DhuraibiAl-Y. ParaisoF. and DjarallahN. Elasticity in Cloud Computing: State of the Art and Research Challenges IEEE Transactions on Services Computing (99) (2017) 1\u20131."},{"key":"e_1_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-012-0243-6"},{"key":"e_1_3_1_25_2","doi-asserted-by":"crossref","first-page":"684","DOI":"10.1016\/j.future.2015.09.021","article-title":"Cloud Things Construction \u2013The integration of Internet of things and cloud computing","volume":"56","author":"Chandra S.R.","year":"2016","unstructured":"ChandraS.R. and YafengW., Cloud Things Construction \u2013The integration of Internet of things and cloud computing, Future Generation Computer Systems 56(C) (2016), 684\u2013700.","journal-title":"Future Generation Computer Systems"},{"key":"e_1_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1108\/IMDS-09-2015-0376"},{"key":"e_1_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2017.8010962"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179997","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/JIFS-179997","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/JIFS-179997","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T12:20:07Z","timestamp":1770121207000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/JIFS-179997"}},"subtitle":[],"editor":[{"given":"Andino","family":"Maseleno","sequence":"additional","affiliation":[]},{"given":"Xiaohui","family":"Yuan","sequence":"additional","affiliation":[]},{"given":"Valentina E.","family":"Balas","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2020,7,14]]},"references-count":26,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,10,21]]}},"alternative-id":["10.3233\/JIFS-179997"],"URL":"https:\/\/doi.org\/10.3233\/jifs-179997","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,7,14]]}}}