{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:04:48Z","timestamp":1743145488380,"version":"3.40.3"},"publisher-location":"Cham","reference-count":39,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319221793"},{"type":"electronic","value":"9783319221809"}],"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\/978-3-319-22180-9_66","type":"book-chapter","created":{"date-parts":[[2015,8,10]],"date-time":"2015-08-10T13:07:32Z","timestamp":1439212052000},"page":"661-670","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Implementation of Leaf Image Recognition System Based on LBP and B\/S Framework"],"prefix":"10.1007","author":[{"given":"Sen","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Xiao-Ping","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Li","family":"Shang","sequence":"additional","affiliation":[]},{"given":"Zhi-Kai","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Hao-Dong","family":"Zhu","sequence":"additional","affiliation":[]},{"given":"Yong","family":"Gan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,8,11]]},"reference":[{"issue":"7","key":"66_CR1","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"22","key":"66_CR2","doi-asserted-by":"publisher","first-page":"4314","DOI":"10.1016\/j.ins.2008.07.015","volume":"178","author":"H Zhou","year":"2008","unstructured":"Zhou, H., Wang, R., Wang, C.: A novel extended local binary pattern operator for texture analysis. Inf. Sci. 178(22), 4314\u20134325 (2008)","journal-title":"Inf. Sci."},{"key":"66_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"168","DOI":"10.1007\/978-3-540-75690-3_13","volume-title":"Analysis and Modeling of Faces and Gestures","author":"X Tan","year":"2007","unstructured":"Tan, X., Triggs, B.: Enhanced local texture feature sets for face recognition under difficult lighting conditions. In: Zhou, S., Zhao, W., Tang, X., Gong, S. (eds.) AMFG 2007. LNCS, vol. 4778, pp. 168\u2013182. Springer, Heidelberg (2007)"},{"key":"66_CR4","doi-asserted-by":"crossref","unstructured":"Wang, X., Han, T.X., Yan, S.: An HOG-LBP human detector with partial occlusion handling. In: ICCV (2009)","DOI":"10.1109\/ICCV.2009.5459207"},{"issue":"10","key":"66_CR5","doi-asserted-by":"publisher","first-page":"4492","DOI":"10.1109\/TIP.2012.2204271","volume":"21","author":"Y Zhao","year":"2012","unstructured":"Zhao, Y., Huang, D.-S., Jia, W.: Completed local binary count for rotation invariant texture. IEEE Trans. Image Process. 21(10), 4492\u20134497 (2012)","journal-title":"IEEE Trans. Image Process."},{"issue":"3","key":"66_CR6","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1016\/j.patcog.2008.08.014","volume":"42","author":"M Heikkil\u00e4","year":"2009","unstructured":"Heikkil\u00e4, M., Pietik\u00e4inen, M., Schmid, C.: Description of interest regions with local binary patterns. Pattern Recogn. 42(3), 425\u2013436 (2009)","journal-title":"Pattern Recogn."},{"key":"66_CR7","doi-asserted-by":"crossref","unstructured":"Tan, X., Triggs, B.: Fusing gabor and LBP feature sets for kernel-based face recognition. In: Proceedings of the IEEE International Workshop on Analysis and Modeling of Face and Gesture, pp. 235\u2013249 (2007)","DOI":"10.1007\/978-3-540-75690-3_18"},{"key":"66_CR8","unstructured":"Wang, J.-G., Yau, W.-Y., Wang, H. L.: Age categorization via ECOC with fused gabor and LBP features. In: Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV), pp. 313\u2013318 (2009)"},{"key":"66_CR9","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"SMC-3(6)","author":"RM Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.: Textural features for image classification. IEEE Transactions on Systems, Man, and Cybernetics SMC-3(6), 610\u2013621 (1973)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"66_CR10","unstructured":"http:\/\/www.intelengine.cn\/English\/dataset"},{"issue":"4","key":"66_CR11","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1007\/s00454-004-1152-0","volume":"33","author":"D Bremner","year":"2005","unstructured":"Bremner, D., Demainem, E., Erickson, J., Iacono, J., Langerman, S., Morin, P., Toussaint, G.: Output-sensitive algorithms for computing nearest-neighbor decision boundaries. Discrete Comput. Geometry 33(4), 593\u2013604 (2005). doi:10.1007\/s00454-004-1152-0","journal-title":"Discrete Comput. Geometry"},{"key":"66_CR12","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/S0003-2670(01)95359-0","volume":"136","author":"D Coomans","year":"1982","unstructured":"Coomans, D., Massart, D.L.: Alternative k-nearest neighbour rules in supervised pattern recognition : part 1. k-nearest neighbour classification by using alternative voting rules. Anal. Chim. Acta 136, 15\u201327 (1982). doi:10.1016\/S0003-2670(01)95359-0","journal-title":"Anal. Chim. Acta"},{"issue":"7","key":"66_CR13","doi-asserted-by":"publisher","first-page":"1083","DOI":"10.1142\/S0218001499000604","volume":"13","author":"DS Huang","year":"1999","unstructured":"Huang, D.S.: Radial basis probabilistic neural networks: model and application. Int. J. Pattern Recognit Artif Intell. 13(7), 1083\u20131101 (1999)","journal-title":"Int. J. Pattern Recognit Artif Intell."},{"key":"66_CR14","doi-asserted-by":"publisher","first-page":"1500","DOI":"10.13031\/2013.30344","volume":"29","author":"D Guyer","year":"1986","unstructured":"Guyer, D., Miles, G., Schreiber, M., Mitchell, O., Vanderbilt, V.: Machine vision and image processing for plant identification. Trans. ASAE 29, 1500\u20131507 (1986)","journal-title":"Trans. ASAE"},{"key":"66_CR15","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1016\/j.patcog.2009.08.002","volume":"43","author":"X-F Wang","year":"2010","unstructured":"Wang, X.-F., Huang, D.-S., Xu, H.: An efficient local Chan-Vese model for image segmentation. Pattern Recogn. 43, 603\u2013618 (2010)","journal-title":"Pattern Recogn."},{"key":"66_CR16","unstructured":"Huang, D.-S.: Systematic theory of neural networks for pattern recognition, vol. 28, pp. 323\u2013332. Publishing House of Electronic Industry of China, Beijing (1996)"},{"key":"66_CR17","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1109\/TCBB.2013.10","volume":"10","author":"H-J Yu","year":"2013","unstructured":"Yu, H.-J., Huang, D.-S.: Normalized feature vectors: a novel alignment-free sequence comparison method based on the numbers of adjacent amino acids. IEEE\/ACM Transact. Comput. Biol. Bioinform. (TCBB) 10, 457\u2013467 (2013)","journal-title":"IEEE\/ACM Transact. Comput. Biol. Bioinform. (TCBB)"},{"key":"66_CR18","doi-asserted-by":"publisher","first-page":"1489","DOI":"10.1109\/TSMCB.2012.2192475","volume":"42","author":"D-S Huang","year":"2012","unstructured":"Huang, D.-S., Jiang, W.: A general CPL-AdS methodology for fixing dynamic parameters in dual environments. IEEE Trans. Syst. Man Cybern. Part B Cybern. 42, 1489\u20131500 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B Cybern."},{"key":"66_CR19","doi-asserted-by":"publisher","first-page":"2099","DOI":"10.1109\/TNN.2008.2004370","volume":"19","author":"D-S Huang","year":"2008","unstructured":"Huang, D.-S., Du, J.-X.: A constructive hybrid structure optimization methodology for radial basis probabilistic neural networks. IEEE Trans. Neural Networks 19, 2099\u20132115 (2008)","journal-title":"IEEE Trans. Neural Networks"},{"key":"66_CR20","doi-asserted-by":"publisher","first-page":"1515","DOI":"10.1109\/TKDE.2009.21","volume":"21","author":"X-F Wang","year":"2009","unstructured":"Wang, X.-F., Huang, D.-S.: A novel density-based clustering framework by using level set method. IEEE Trans. Knowl. Data Eng. 21, 1515\u20131531 (2009)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"66_CR21","doi-asserted-by":"publisher","first-page":"1782","DOI":"10.1016\/j.neucom.2005.11.004","volume":"69","author":"L Shang","year":"2006","unstructured":"Shang, L., Huang, D.-S., Du, J.-X., Zheng, C.-H.: Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network. Neurocomputing 69, 1782\u20131786 (2006)","journal-title":"Neurocomputing"},{"key":"66_CR22","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.1016\/j.patrec.2004.05.008","volume":"25","author":"Z-Q Zhao","year":"2004","unstructured":"Zhao, Z.-Q., Huang, D.-S., Sun, B.-Y.: Human face recognition based on multi-features using neural networks committee. Pattern Recogn. Lett. 25, 1351\u20131358 (2004)","journal-title":"Pattern Recogn. Lett."},{"key":"66_CR23","doi-asserted-by":"publisher","first-page":"1721","DOI":"10.1162\/089976604774201668","volume":"16","author":"D Huang","year":"2004","unstructured":"Huang, D., Ip, H., Chi, Z.: A neural root finder of polynomials based on root moments. Neural Comput. 16, 1721\u20131762 (2004)","journal-title":"Neural Comput."},{"key":"66_CR24","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1109\/TNN.2004.824424","volume":"15","author":"D-S Huang","year":"2004","unstructured":"Huang, D.-S.: A constructive approach for finding arbitrary roots of polynomials by neural networks. IEEE Trans. Neural Networks 15, 477\u2013491 (2004)","journal-title":"IEEE Trans. Neural Networks"},{"key":"66_CR25","unstructured":"Krogh, A., Vedelsby, J.: Neural network ensembles, cross validation, and active learning. Advances in neural information processing systems, pp. 231\u2013238 (1995)"},{"key":"66_CR26","unstructured":"Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: ICML, pp. 148\u2013156"},{"key":"66_CR27","doi-asserted-by":"publisher","first-page":"3813","DOI":"10.1016\/j.patcog.2008.05.027","volume":"41","author":"B Li","year":"2008","unstructured":"Li, B., Zheng, C.-H., Huang, D.-S.: Locally linear discriminant embedding: an efficient method for face recognition. Pattern Recogn. 41, 3813\u20133821 (2008)","journal-title":"Pattern Recogn."},{"key":"66_CR28","doi-asserted-by":"publisher","first-page":"2091","DOI":"10.1109\/TIP.2005.859376","volume":"14","author":"MN Do","year":"2005","unstructured":"Do, M.N., Vetterli, M.: The contourlet transform: an efficient directional multiresolution image representation. IEEE Trans. Image Process. 14, 2091\u20132106 (2005)","journal-title":"IEEE Trans. Image Process."},{"key":"66_CR29","doi-asserted-by":"crossref","unstructured":"Sajedi, H., Jamzad, M.: A contourlet-based face detection method in color images. In: Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, SITIS 2007, pp. 727\u2013732. IEEE (2007)","DOI":"10.1109\/SITIS.2007.53"},{"key":"66_CR30","doi-asserted-by":"crossref","unstructured":"Boukabou, W.R., Bouridane, A.: Contourlet-based feature extraction with PCA for face recognition. In: NASA\/ESA Conference on Adaptive Hardware and Systems, AHS 2008, pp. 482\u2013486. IEEE (2008)","DOI":"10.1109\/AHS.2008.11"},{"key":"66_CR31","doi-asserted-by":"crossref","unstructured":"Rahati, S., Moravejian, R., Mohamad, E., Mohamad, F.: Vehicle recognition using contourlet transform and SVM. In: Fifth International Conference on Information Technology: New Generations, ITNG 2008, pp. 894\u2013898. IEEE (2008)","DOI":"10.1109\/ITNG.2008.136"},{"key":"66_CR32","doi-asserted-by":"crossref","unstructured":"Xiangbin, Z.: Texture classification based on contourlet and support vector machines. In: 2009 ISECS International Colloquium on Computing, Communication, Control, and Management, pp. 521\u2013524","DOI":"10.1109\/CCCM.2009.5267510"},{"key":"66_CR33","doi-asserted-by":"crossref","unstructured":"Liu, Z., Fan, X., Lv, F.: SAR image segmentation using contourlet and support vector machine. In: Fifth International Conference on Natural Computation, ICNC 2009, pp. 250\u2013254. IEEE (2009)","DOI":"10.1109\/ICNC.2009.447"},{"key":"66_CR34","doi-asserted-by":"crossref","unstructured":"Wang, J., Ge, Y.: Texture feature recognition based on Contourlet transform and support vector machine. Jisuanji Yingyong\/ J. Comput. Appl. 33 (2013)","DOI":"10.3724\/SP.J.1087.2013.00677"},{"key":"66_CR35","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"3","author":"RM Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.H.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 3, 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"66_CR36","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1","volume-title":"The Nature of Statistical Learning Theory","author":"V Vapnik","year":"2000","unstructured":"Vapnik, V.: The Nature of Statistical Learning Theory. Springer Science & Business Media, New York (2000)"},{"key":"66_CR37","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"CJ Burges","year":"1998","unstructured":"Burges, C.J.: A tutorial on support vector machines for pattern recognition. Data Min. Knowl. Disc. 2, 121\u2013167 (1998)","journal-title":"Data Min. Knowl. Disc."},{"key":"66_CR38","volume-title":"Advances in Kernel Methods: Support Vector Learning","author":"B Sch\u00f6llkopf","year":"1999","unstructured":"Sch\u00f6llkopf, B., Burges, C.J., Smola, A.J.: Advances in Kernel Methods: Support Vector Learning. MIT press, Cambridge (1999)"},{"key":"66_CR39","unstructured":"Soderkvist, O.J.O.: Computer Vision Classication of Leaves from Swedish Trees (2001)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theories and Methodologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22180-9_66","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T17:57:25Z","timestamp":1675274245000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22180-9_66"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319221793","9783319221809"],"references-count":39,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22180-9_66","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":"11 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}