{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T17:20:19Z","timestamp":1771003219956,"version":"3.50.1"},"reference-count":14,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2019,5,5]]},"DOI":"10.3233\/jcm-180871","type":"journal-article","created":{"date-parts":[[2018,10,26]],"date-time":"2018-10-26T12:36:29Z","timestamp":1540557389000},"page":"307-316","source":"Crossref","is-referenced-by-count":1,"title":["Application of Multi-Column Heterogeneous Convolutional Neural Networks in image classification"],"prefix":"10.1177","volume":"19","author":[{"given":"Guo-Zhen","family":"Wang","sequence":"first","affiliation":[]}],"member":"179","reference":[{"key":"10.3233\/JCM-180871_ref1","doi-asserted-by":"crossref","unstructured":"C. Szegedy, W. Liu, Y. Jia et al., Going deeper with convolutions, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Conference on Boston, USA (2015), 1\u20139.","DOI":"10.1109\/CVPR.2015.7298594"},{"issue":"2","key":"10.3233\/JCM-180871_ref2","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","article-title":"Distinctive Image Features from Scale-Invariant Keypoints","volume":"60","author":"Lowe","year":"2004","journal-title":"International Journal of Computer Vision"},{"key":"10.3233\/JCM-180871_ref3","doi-asserted-by":"crossref","unstructured":"D. Ciresan, U. Meier and J. Schmidhuber, Multi-column deep neural networks for image classification, Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Providence (2012), 3642\u20133649.","DOI":"10.1109\/CVPR.2012.6248110"},{"key":"10.3233\/JCM-180871_ref4","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1007\/11744023_34","article-title":"Machine Learning for High-speed Corner Detection","author":"Rosten","year":"2006","journal-title":"Computer Vision-ECCV 2006"},{"issue":"1","key":"10.3233\/JCM-180871_ref5","first-page":"104","article-title":"Color classification method based on linear classifier for hybrid spatial lookup table","volume":"13","author":"Liu","year":"2008","journal-title":"Chinese Journal of Image Graphics"},{"issue":"3","key":"10.3233\/JCM-180871_ref6","doi-asserted-by":"crossref","first-page":"455","DOI":"10.3233\/JCM-170731","article-title":"Research of color image segmentation algorithm based on asymmetric kernel density estimation","volume":"17","author":"Tang","year":"2017","journal-title":"Journal of Computational Methods in Sciences and Engineering"},{"key":"10.3233\/JCM-180871_ref7","doi-asserted-by":"crossref","unstructured":"H. Bay, T. Tuytelaars and L.V Gool, SURF: Speeded Up Robust Features, European Conference on Computer Vision, Springer-Verlag, 2006, 404\u2013417.","DOI":"10.1007\/11744023_32"},{"key":"10.3233\/JCM-180871_ref9","doi-asserted-by":"crossref","unstructured":"K.M He, X.Y Zhang, S.Q Ren et al., Deep Residual Learning for Image Recognition, IEEE Conference on Computer Vision and Pattern Recognition, IEEE Computer Society, 2016, 770\u2013778.","DOI":"10.1109\/CVPR.2016.90"},{"key":"10.3233\/JCM-180871_ref10","unstructured":"K. Simonyan and A. Zisserman, Very deep convolutional networks for large-scale image recognition, Computer Science, 2014."},{"issue":"9","key":"10.3233\/JCM-180871_ref11","first-page":"94","article-title":"Research on Decision Tree Classification Technology","volume":"30","author":"Luan","year":"2004","journal-title":"Computer Engineering"},{"key":"10.3233\/JCM-180871_ref13","doi-asserted-by":"crossref","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","article-title":"Texture features for image classification","author":"Haralick","year":"1973","journal-title":"IEEE Transactions on Systems Man & Cybemetics"},{"issue":"4","key":"10.3233\/JCM-180871_ref15","doi-asserted-by":"crossref","first-page":"855","DOI":"10.3233\/JCM-160697","article-title":"An efficient method of SAR image segmentation based on texture feature","volume":"16","author":"Xue","year":"2016","journal-title":"Journal of Computational Methods in Sciences and Engineering"},{"issue":"3","key":"10.3233\/JCM-180871_ref16","first-page":"166","article-title":"Concept-based shape classification and recognition","volume":"43","author":"Meng","year":"2007","journal-title":"Computer Engineering and Applications"},{"key":"10.3233\/JCM-180871_ref17","doi-asserted-by":"crossref","unstructured":"Y. Lecun, L. Bottou, Y. Bengio et al., Gradient-based learning applied to document recognition, Proceedings of the IEEE 86(11) (1998), 2278\u20132324.","DOI":"10.1109\/5.726791"}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-180871","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T16:31:42Z","timestamp":1771000302000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-180871"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5,5]]},"references-count":14,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/jcm-180871","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5,5]]}}}