{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:46:07Z","timestamp":1783439167251,"version":"3.54.6"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2020,7,21]],"date-time":"2020-07-21T00:00:00Z","timestamp":1595289600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,7,21]],"date-time":"2020-07-21T00:00:00Z","timestamp":1595289600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s00530-020-00673-6","type":"journal-article","created":{"date-parts":[[2020,7,21]],"date-time":"2020-07-21T06:22:14Z","timestamp":1595312534000},"page":"2053-2064","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Food image classification and image retrieval based on visual features and machine learning"],"prefix":"10.1007","volume":"28","author":[{"given":"Pengcheng","family":"Wei","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bo","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,7,21]]},"reference":[{"issue":"1","key":"673_CR1","first-page":"23","volume":"36","author":"T Nagata","year":"2016","unstructured":"Nagata, T.: Segmentation, Classification, and High Resolution of Image by Machine Learning. Nihon Igaku Butsuri Gakkai kikanshi Japn. J. Med. Phys. 36(1), 23\u201328 (2016)","journal-title":"Nihon Igaku Butsuri Gakkai kikanshi Japn. J. Med. Phys."},{"issue":"Suppl 1","key":"673_CR2","first-page":"1","volume":"22","author":"H Kim","year":"2019","unstructured":"Kim, H., Kim, J., Kim, Y.: Design of network threat detection and classification based on machine learning on cloud computing. Clust. Comput. 22(Suppl 1), 1\u201310 (2019)","journal-title":"Clust. Comput."},{"issue":"2","key":"673_CR3","first-page":"166","volume":"58","author":"F L\u00fc","year":"2018","unstructured":"L\u00fc, F., Han, M.: Hyperspectral remote sensing image classification based on deep extreme learning machine. J. Dalian Univ. Technol. 58(2), 166\u2013173 (2018)","journal-title":"J. Dalian Univ. Technol."},{"issue":"2","key":"673_CR4","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1109\/TPAMI.2018.2798607","volume":"41","author":"T Baltrusaitis","year":"2019","unstructured":"Baltrusaitis, T., Ahuja, C., Morency, L.-P.: Multimodal machine learning: a survey and taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 41(2), 423\u2013443 (2019)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"673_CR5","doi-asserted-by":"publisher","first-page":"1950213","DOI":"10.1142\/S0217984919502130","volume":"33","author":"VP Singh","year":"2019","unstructured":"Singh, V.P., Srivastava, R., Pathak, Y.: Content-based image retrieval based on supervised learning and statistical-based moments. Mod. Phys. Lett. B 33(3), 1950213 (2019)","journal-title":"Mod. Phys. Lett. B"},{"issue":"5","key":"673_CR6","doi-asserted-by":"publisher","first-page":"1009","DOI":"10.1109\/TPAMI.2015.2439252","volume":"38","author":"X He","year":"2016","unstructured":"He, X., Zhang, C., Zhang, L.: A-optimal projection for image representation. IEEE Trans. Pattern Anal. Mach. Intell. 38(5), 1009\u20131015 (2016)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"9","key":"673_CR7","doi-asserted-by":"publisher","first-page":"2022","DOI":"10.1109\/TMM.2017.2699863","volume":"19","author":"F Shen","year":"2017","unstructured":"Shen, F., Yang, Y., Liu, L.: Asymmetric binary coding for image search. IEEE Trans. Multimed. 19(9), 2022\u20132032 (2017)","journal-title":"IEEE Trans. Multimed."},{"issue":"7","key":"673_CR8","doi-asserted-by":"publisher","first-page":"1679","DOI":"10.1166\/jmihi.2016.1871","volume":"6","author":"M Keming","year":"2016","unstructured":"Keming, M., Zhuofu, D.: Lung nodule image classification based on ensemble machine learning. J. Med. Imaging Health Inf. 6(7), 1679\u20131685 (2016)","journal-title":"J. Med. Imaging Health Inf."},{"issue":"2","key":"673_CR9","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1049\/iet-gtd.2017.0502","volume":"12","author":"M Mishra","year":"2017","unstructured":"Mishra, M., Rout, P.K.: Detection and classification of micro-grid faults based on HHT and machine learning techniques. Iet Gener. Transm. Distrib 12(2), 388\u2013397 (2017)","journal-title":"Iet Gener. Transm. Distrib"},{"issue":"22","key":"673_CR10","first-page":"5962","volume":"95","author":"M Alkasassbeh","year":"2017","unstructured":"Alkasassbeh, M.: An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods. J. Theor. Appl. Inf. Technol. 95(22), 5962\u20135976 (2017)","journal-title":"J. Theor. Appl. Inf. Technol."},{"issue":"6","key":"673_CR11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TGRS.2016.2514504","volume":"54","author":"F Liu","year":"2016","unstructured":"Liu, F., Jiao, L., Hou, B.: POL-sar image classification based on Wishart DBN and local spatial information. IEEE Trans. Geosci. Remote Sens. 54(6), 1\u201317 (2016)","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"issue":"4","key":"673_CR12","first-page":"1","volume":"39","author":"P Li","year":"2016","unstructured":"Li, P., Wang, Q., Zeng, H.: Local log-euclidean multivariate gaussian descriptor and its application to image classification. IEEE Trans. Pattern Anal. Mach. Intell. 39(4), 1\u20131 (2016)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"s2","key":"673_CR13","first-page":"S551","volume":"24","author":"W Zhu","year":"2016","unstructured":"Zhu, W., Zhang, H., Ni, W.: Image classification based on ICA-WP feature of EEG signal. Technol. Health Care Off. J. Eur. Soc. Eng. Med. 24(s2), S551 (2016)","journal-title":"Technol. Health Care Off. J. Eur. Soc. Eng. Med."},{"key":"673_CR14","doi-asserted-by":"crossref","first-page":"e1264","DOI":"10.1002\/widm.1264","volume":"12","author":"Y Li","year":"2018","unstructured":"Li, Y., Zhang, H., Xue, X.: Deep learning for remote sensing image classification: a survey. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 12, e1264 (2018)","journal-title":"Wiley Interdiscip. Rev. Data Min. Knowl. Discov."},{"issue":"6","key":"673_CR15","doi-asserted-by":"publisher","first-page":"2502","DOI":"10.1109\/TNNLS.2017.2693221","volume":"29","author":"X Fang","year":"2018","unstructured":"Fang, X.: Member, IEEE. Robust latent subspace learning for image classification. IEEE Trans. Neural Netw. Learn. Syst. 29(6), 2502\u20132515 (2018)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"issue":"3","key":"673_CR16","doi-asserted-by":"publisher","first-page":"494","DOI":"10.1109\/TCSVT.2015.2389413","volume":"26","author":"S Gao","year":"2016","unstructured":"Gao, S., Duan, L., Tsang, I.W.: DEFEATnet\u2014a deep conventional image representation for image classification. IEEE Trans. Circ. Syst. Video Technol. 26(3), 494\u2013505 (2016)","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"issue":"11","key":"673_CR17","doi-asserted-by":"publisher","first-page":"2092","DOI":"10.1109\/LGRS.2017.2752750","volume":"14","author":"D Lin","year":"2016","unstructured":"Lin, D., Fu, K., Wang, Y.: MARTA GANs: unsupervised representation learning for remote sensing image classification. IEEE Geosci. Remote Sens. Lett. 14(11), 2092\u20132096 (2016)","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"issue":"1","key":"673_CR18","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1109\/TIP.2016.2627801","volume":"26","author":"X Lu","year":"2017","unstructured":"Lu, X., Zheng, X., Li, X.: Latent semantic minimal hashing for image retrieval. IEEE Trans. Image Process. 26(1), 355\u2013368 (2017)","journal-title":"IEEE Trans. Image Process."},{"issue":"5","key":"673_CR19","doi-asserted-by":"publisher","first-page":"489","DOI":"10.3390\/rs9050489","volume":"9","author":"W Zhou","year":"2016","unstructured":"Zhou, W., Newsam, S., Li, C.: Learning low dimensional convolutional neural networks for high-resolution remote sensing image retrieval. Remote Sens. 9(5), 489 (2016)","journal-title":"Remote Sens."},{"issue":"18","key":"673_CR20","doi-asserted-by":"publisher","first-page":"9567","DOI":"10.1002\/mma.5313","volume":"41","author":"A Angeli","year":"2018","unstructured":"Angeli, A., Ferri, M., Tomba, I.: Symmetric functions for fast image retrieval with persistent homology. Math. Methods Appl. Sci. 41(18), 9567\u20139577 (2018)","journal-title":"Math. Methods Appl. Sci."},{"issue":"1","key":"673_CR21","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1007\/s10278-016-9904-y","volume":"30","author":"AK Dhara","year":"2016","unstructured":"Dhara, A.K., Mukhopadhyay, S., Dutta, A.: Content-based image retrieval system for pulmonary nodules: assisting radiologists in self-learning and diagnosis of lung cancer. J. Dig. Imaging 30(1), 63\u201377 (2016)","journal-title":"J. Dig. Imaging"},{"issue":"99","key":"673_CR22","first-page":"1","volume":"29","author":"J Zhang","year":"2016","unstructured":"Zhang, J., Peng, Y.: SSDH: semi-supervised deep hashing for large scale image retrieval. IEEE Trans. Circ. Syst. Video Technol. 29(99), 1\u20131 (2016)","journal-title":"IEEE Trans. Circ. Syst. Video Technol."},{"issue":"2","key":"673_CR23","doi-asserted-by":"publisher","first-page":"472","DOI":"10.1109\/TKDE.2016.2562624","volume":"29","author":"L Zhu","year":"2017","unstructured":"Zhu, L., Shen, J., Xie, L.: Unsupervised visual hashing with semantic assistant for content-based image retrieval. IEEE Trans. Knowl. Data Eng. 29(2), 472\u2013486 (2017)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"4","key":"673_CR24","doi-asserted-by":"publisher","first-page":"1139","DOI":"10.1109\/JBHI.2015.2437396","volume":"20","author":"SR Dubey","year":"2016","unstructured":"Dubey, S.R., Singh, S.K., Singh, R.K.: Local bit-plane decoded pattern: a novel feature descriptor for biomedical image retrieval. IEEE J. Biomed. Health Inf. 20(4), 1139\u20131147 (2016)","journal-title":"IEEE J. Biomed. Health Inf."},{"issue":"8","key":"673_CR25","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TMM.2016.2568748","volume":"18","author":"Z Gao","year":"2016","unstructured":"Gao, Z., Xue, J.: Member. Democratic diffusion aggregation for image retrieval. IEEE Trans. Multimed. 18(8), 1\u20131 (2016)","journal-title":"IEEE Trans. Multimed."}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-020-00673-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00530-020-00673-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-020-00673-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T15:31:20Z","timestamp":1696433480000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00530-020-00673-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,21]]},"references-count":25,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["673"],"URL":"https:\/\/doi.org\/10.1007\/s00530-020-00673-6","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,7,21]]},"assertion":[{"value":"21 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}