{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T10:44:57Z","timestamp":1743072297304,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319220529"},{"type":"electronic","value":"9783319220536"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22053-6_25","type":"book-chapter","created":{"date-parts":[[2015,8,12]],"date-time":"2015-08-12T03:48:56Z","timestamp":1439351336000},"page":"233-242","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Reverse Training for Leaf Image Set Classification"],"prefix":"10.1007","author":[{"given":"Yu-Hui","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ji-Xiang","family":"Du","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuan-Min","family":"Zhai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,13]]},"reference":[{"key":"25_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"345","DOI":"10.1007\/978-3-642-17691-3_32","volume-title":"Advanced Concepts for Intelligent Vision Systems","author":"T Beghin","year":"2010","unstructured":"Beghin, T., Cope, J.S., Remagnino, P., Barman, S.: Shape and texture based plant leaf classification. In: Blanc-Talon, J., Bone, D., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2010, Part II. LNCS, vol. 6475, pp. 345\u2013353. Springer, Heidelberg (2010)"},{"issue":"3","key":"25_CR2","doi-asserted-by":"publisher","first-page":"23","DOI":"10.5121\/sipij.2011.2303","volume":"2","author":"M Shabanzade","year":"2011","unstructured":"Shabanzade, M., Zahedi, M., Aghvami, S.A.: Combination of local descriptors and global features for leaf recognition. Sig. Image Process. Int. J. 2(3), 23\u201331 (2011)","journal-title":"Sig. Image Process. Int. J."},{"issue":"4","key":"25_CR3","first-page":"93","volume":"3","author":"MZ Rashad","year":"2011","unstructured":"Rashad, M.Z., El-Desouky, B.S., Khawasik, M.S.: Plants images classification based on textural features using combined classifier. Int. J. Comput. Sci. Inf. Technol. (IJCSIT) 3(4), 93\u2013100 (2011)","journal-title":"Int. J. Comput. Sci. Inf. Technol. (IJCSIT)"},{"issue":"2","key":"25_CR4","doi-asserted-by":"publisher","first-page":"25","DOI":"10.5815\/ijigsp.2010.02.04","volume":"2","author":"X Zheng","year":"2010","unstructured":"Zheng, X., Wang, X.: Leaf vein extraction based on gray-scale morphology. Int. J. Image Graph. Sig. Process. (IJIGSP) 2(2), 25 (2010)","journal-title":"Int. J. Image Graph. Sig. Process. (IJIGSP)"},{"issue":"3","key":"25_CR5","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1023\/A:1011139631724","volume":"42","author":"A Oliva","year":"2001","unstructured":"Oliva, A., Torralba, A.: Modeling the shape of the scene: a holistic representation of the spatial envelope. Int. J. Comput. Vision 42(3), 145\u2013175 (2001)","journal-title":"Int. J. Comput. Vision"},{"key":"25_CR6","doi-asserted-by":"crossref","unstructured":"Bosch, A., Zisserman, A., Munoz, X.: Representing shape with a spatial pyramid kernel. In: Proceedings of the 6th ACM international conference on Image and video retrieval. ACM, pp. 401\u2013408 (2007)","DOI":"10.1145\/1282280.1282340"},{"key":"25_CR7","unstructured":"Yamaguchi, O., Fukui, K., Maeda, K.: Face recognition using temporal image sequence. In: Proceedings. Third IEEE International Conference on Automatic Face and Gesture Recognition, 1998. IEEE, pp. 318\u2013323 (1998)"},{"key":"25_CR8","unstructured":"Wagstaff, K., Cardie, C., Rogers, S., et al.: Constrained k-means clustering with background knowledge. In: ICML. vol. 1, pp. 577\u2013584 (2001)"},{"key":"25_CR9","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: A practical guide to support vector classification (2003)"},{"issue":"6","key":"25_CR10","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1109\/TPAMI.2007.1037","volume":"29","author":"TK Kim","year":"2007","unstructured":"Kim, T.K., Kittler, J., Cipolla, R.: Discriminative learning and recognition of image set classes using canonical correlations. IEEE Trans. Pattern Anal. Mach. Intell. 29(6), 1005\u20131018 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"25_CR11","doi-asserted-by":"crossref","unstructured":"Cevikalp, H., Triggs, B.. Face recognition based on image sets. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010. IEEE, pp. 2567\u20132573 (2010)","DOI":"10.1109\/CVPR.2010.5539965"},{"key":"25_CR12","doi-asserted-by":"crossref","unstructured":"Hu, Y., Mian, A.S., Owens, R.: Sparse approximated nearest points for image set classification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011. IEEE, pp. 121\u2013128 (2011)","DOI":"10.1109\/CVPR.2011.5995500"},{"key":"25_CR13","unstructured":"Wang, R., Guo, H., Davis, L S, et al.: Covariance discriminative learning: A natural and efficient approach to image set classification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012. IEEE, pp. 2496\u20132503 (2012)"},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Wang, R., Chen, X.: Manifold discriminant analysis. In: IEEE Conference on. Computer Vision and Pattern Recognition, CVPR 2009. IEEE, pp. 429\u2013436 (2009)","DOI":"10.1109\/CVPR.2009.5206850"},{"issue":"10","key":"25_CR15","doi-asserted-by":"publisher","first-page":"4466","DOI":"10.1109\/TIP.2012.2206039","volume":"21","author":"R Wang","year":"2012","unstructured":"Wang, R., Shan, S., Chen, X., et al.: Manifold\u2013manifold distance and its application to face recognition with image sets. IEEE Trans. Image Process. 21(10), 4466\u20134479 (2012)","journal-title":"IEEE Trans. Image Process."},{"key":"25_CR16","doi-asserted-by":"crossref","unstructured":"Ortiz, E.G., Wright, A., Shah, M.: Face recognition in movie trailers via mean sequence sparse representation-based classification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013. IEEE, pp. 3531\u20133538 (2013)","DOI":"10.1109\/CVPR.2013.453"},{"key":"25_CR17","doi-asserted-by":"crossref","unstructured":"Yang, M., Zhu, P., Van Gool, L. et al.: Face recognition based on regularized nearest points between image sets. In: 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2013. IEEE, pp.1\u20137 (2013)","DOI":"10.1109\/FG.2013.6553727"},{"key":"25_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1007\/978-3-319-10599-4_50","volume-title":"Computer Vision \u2013 ECCV 2014","author":"M Hayat","year":"2014","unstructured":"Hayat, M., Bennamoun, M., An, S.: Reverse Training: An Efficient Approach for Image Set Classification. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part VI. LNCS, vol. 8694, pp. 784\u2013799. Springer, Heidelberg (2014)"},{"key":"25_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/978-3-319-10590-1_18","volume-title":"Computer Vision \u2013 ECCV 2014","author":"J Lu","year":"2014","unstructured":"Lu, J., Wang, G., Deng, W., Moulin, P.: Simultaneous feature and dictionary learning for image set based face recognition. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014, Part I. LNCS, vol. 8689, pp. 265\u2013280. Springer, Heidelberg (2014)"},{"key":"25_CR20","doi-asserted-by":"crossref","unstructured":"Hayat, M., Bennamoun, M., An, S.: Learning non-linear reconstruction models for image set classification. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. IEEE, pp. 1915\u20131922 (2014)","DOI":"10.1109\/CVPR.2014.246"},{"key":"25_CR21","doi-asserted-by":"publisher","first-page":"150","DOI":"10.1016\/j.neucom.2012.03.028","volume":"116","author":"J-X Du","year":"2013","unstructured":"Du, J.-X., Zhai, C.-M., Wang, Q.-P.: Recognition of plant leaf image based on fractal dimension features. Neurocomputing 116, 150\u2013156 (2013)","journal-title":"Neurocomputing"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Theories and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22053-6_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,20]],"date-time":"2023-01-20T21:46:57Z","timestamp":1674251217000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22053-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319220529","9783319220536"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22053-6_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"13 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}